Xiaoqian Jiang

292 papers A* 9A 7B 8C 2Misc 31Journal 196Unranked 36

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	From Performance to Practice: Knowledge-Distilled Segmentator for On-Premises Clinical Workflows. CoRR Qizhen Lan, Aaron Choi, Jun Ma, Bo Wang, Zhaogming Zhao, Xiaoqian Jiang, Yu-Chun Hsu
2026	J	`jnl`	Heterogeneous graph contrastive learning with spectral augmentation and dual aggregation. Pattern Recognit. Jing Zhang, Wan Zhang, Xiaoqian Jiang, Yingjie Xie, Yali Yuan, Shunmei Meng, Cangqi Zhou
2026	J	`jnl`	Information extraction from clinical notes: are we ready to switch to large language models? J. Am. Medical Informatics Assoc. Yan Hu, Xu Zuo, Yujia Zhou, Xueqing Peng, Jimin Huang, Vipina Kuttichi Keloth, Vincent J. Zhang, Ruey-Ling Weng, Cathy Shyr, Qingyu Chen, Xiaoqian Jiang, Kirk E. Roberts, Hua Xu
2026	J	`jnl`	Quantifying Memorization and Privacy Risks in Genomic Language Models. CoRR Alexander Nemecek, Wenbiao Li, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday
2026	J	`jnl`	ReCo-KD: Region- and Context-Aware Knowledge Distillation for Efficient 3D Medical Image Segmentation. CoRR Qizhen Lan, Yu-Chun Hsu, Nida Saddaf Khan, Xiaoqian Jiang
2026	J	`jnl`	Secure distributed multiple imputation enables missing data inference for private data proprietors. npj Digit. Medicine Haris Smajlovic, Yi Lian, Qi Long, Ibrahim Numanagic, Xiaoqian Jiang
2026	J	`jnl`	The roles of human hippocampus and orbitofrontal cortex in cognitive map-guided social transitive inference. NeuroImage Yuanyuan Yang, Jinhui Li, Yidan Qiu, Xiaoqian Jiang, Xiaoyan Wu, Ruiwang Huang
2025	J	`jnl`	Benchmark for Antibody Binding Affinity Maturation and Design. CoRR Xinyan Zhao, Yi-Ching Tang, Akshita Singh, Victor J. Cantu, KwanHo An, Junseok Lee, Adam E. Stogsdill, Ashwin Kumar Ramesh, Zhiqiang An, Xiaoqian Jiang, Yejin Kim
2025	J	`jnl`	BrainGeneBot: a framework for variant prioritization and generative pretrained transformer-informed interpretation across polygenic risk score studies. Briefings Bioinform. Gang Qu, Nitesh Enduru, Xinyi Liu, Xiaoqian Jiang, Zhongming Zhao
2025	J	`jnl`	CDEMapper: enhancing National Institutes of Health common data element use with large language models. J. Am. Medical Informatics Assoc. Yan Wang, Jimin Huang, Huan He, Vincent Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong
2025	J	`jnl`	DictPFL: Efficient and Private Federated Learning on Encrypted Gradients. CoRR Jiaqi Xue, Mayank Kumar, Yuzhang Shang, Shangqian Gao, Rui Ning, Mengxin Zheng, Xiaoqian Jiang, Qian Lou
2025	J	`jnl`	Discover important donor-recipient risk factors and interactions in heart transplant primary graft dysfunction with machine learning. J. Am. Medical Informatics Assoc. Sirui Ding, Yafen Liang, Chia-Yuan Chang, Cheryl Brown, Xiaoqian Jiang, Xia Ben Hu, Na Zou
2025	J	`jnl`	Empowering Clinical Trial Design through AI: A Randomized Evaluation of PowerGPT. CoRR Yiwen Lu, Lu Li, Dazheng Zhang, Xinyao Jian, Tingyin Wang, Siqi Chen, Yuqing Lei, Jiayi Tong, Zhaohan Xi, Haitao Chu, Chongliang Luo, Alexis Ogdie, Brian Athey, Alparslan Turan, Michael Abramoff, Joseph C. Cappelleri, Hua Xu, Yun Lu, Jesse A. Berlin, Daniel I. Sessler, David A. Asch, Xiaoqian Jiang, Yong Chen
2025	—	`conf`	FSLearning: An Efficient Federated Split Learning Framework for Privacy-Preserving Disease Prediction. AIME (1) Bin Li, Xiaoqian Jiang, Yu-Chun Hsu, Arif Ozgun Harmanci, Hongchang Gao, Xinghua Shi
2025	J	`jnl`	FairACE: Achieving Degree Fairness in Graph Neural Networks via Contrastive and Adversarial Group-Balanced Training. CoRR Jiaxin Liu, Xiaoqian Jiang, Xiang Li, Bohan Zhang, Jing Zhang
2025	J	`jnl`	FairAlloc: Learning Fair Organ Allocation Policy for Liver Transplant. J. Heal. Informatics Res. Sirui Ding, Daochen Zha, Kai Zhang, Luyao Chen, Xiaoqian Jiang, Xia Hu, Na Zou
2025	A*	`conf`	FedClean: A General Robust Label Noise Correction for Federated Learning. ICML Xiaoqian Jiang, Jing Zhang
2025	J	`jnl`	FusionDP: Foundation Model-Assisted Differentially Private Learning for Partially Sensitive Features. CoRR Linghui Zeng, Ruixuan Liu, Atiquer Rahman Sarkar, Xiaoqian Jiang, Joyce C. Ho, Li Xiong
2025	J	`jnl`	Generalizable self-supervised learning for brain CTA in acute stroke. Comput. Biol. Medicine Yingjun Dong, Samiksha Pachade, Kirk Roberts, Xiaoqian Jiang, Sunil A. Sheth, Luca Giancardo
2025	J	`jnl`	Privacy-Preserving Model and Preprocessing Verification for Machine Learning. CoRR Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday
2025	J	`jnl`	Robust privacy amidst innovation with large language models through a critical assessment of the risks. J. Am. Medical Informatics Assoc. Yao-Shun Chuang, Atiquer Rahman Sarkar, Yu-Chun Hsu, Noman Mohammed, Xiaoqian Jiang
2025	J	`jnl`	Structure-Aware Antibody Design with Affinity-Optimized Inverse Folding. CoRR Xinyan Zhao, Yi-Ching Tang, Rivaaj Monsia, Victor J. Cantu, Ashwin Kumar Ramesh, Xiaozhong Liu, Zhiqiang An, Xiaoqian Jiang, Yejin Kim
2025	A*	`conf`	THOR: Secure Transformer Inference with Homomorphic Encryption. CCS Jungho Moon, Dongwoo Yoo, Xiaoqian Jiang, Miran Kim
2025	J	`jnl`	TiFedCrowd: Federated Crowdsourcing With Time-Controlled Incentive. IEEE Trans. Emerg. Top. Comput. Intell. Xiaoqian Jiang, Jing Zhang, Ming Wu, Victor S. Sheng
2025	J	`jnl`	iGTP: learning interpretable cellular embedding for inferring biological mechanisms underlying single-cell transcriptomics. Briefings Bioinform. Kanglin Hsieh, Kai Zhang, Yan Chu, Lishan Yu, Xiaoyang Li, Nuo Hu, Isha Kawosa, Patrick G. Pilié, Pratip K. Bhattacharya, Degui Zhi, Xiaoqian Jiang, Zhongming Zhao, Yulin Dai
2024	J	`jnl`	A transformer-based deep learning approach for fairly predicting post-liver transplant risk factors. J. Biomed. Informatics Can Li, Xiaoqian Jiang, Kai Zhang
2024	J	`jnl`	Artificial Intelligence in Extracting Diagnostic Data from Dental Records. CoRR Yao-Shun Chuang, Chun-Teh Lee, Oluwabunmi Tokede, Guo-Hao Lin, Ryan Brandon, Trung Duong Tran, Xiaoqian Jiang, Muhammad F. Walji
2024	J	`jnl`	CDEMapper: Enhancing NIH Common Data Element Normalization using Large Language Models. CoRR Yan Wang, Jimin Huang, Huan He, Vincent J. Zhang, Yujia Zhou, Xubing Hao, Pritham Ram, Lingfei Qian, Qianqian Xie, Ruey-Ling Weng, Fongci Lin, Yan Hu, Licong Cui, Xiaoqian Jiang, Hua Xu, Na Hong
2024	J	`jnl`	CancerGPT for few shot drug pair synergy prediction using large pretrained language models. npj Digit. Medicine Tianhao Li, Sandesh Shetty, Advaith Kamath, Ajay Jaiswal, Xiaoqian Jiang, Ying Ding, Yejin Kim
2024	J	`jnl`	Clinical outcome-guided deep temporal clustering for disease progression subtyping. J. Biomed. Informatics Dulin Wang, Xiaotian Ma, Paul E. Schulz, Xiaoqian Jiang, Yejin Kim
2024	J	`jnl`	De-identification is not always enough. CoRR Atiquer Rahman Sarkar, Yao-Shun Chuang, Noman Mohammed, Xiaoqian Jiang
2024	J	`jnl`	Ensemble pretrained language models to extract biomedical knowledge from literature. J. Am. Medical Informatics Assoc. Zhao Li, Qiang Wei, Liang-Chin Huang, Jianfu Li, Yan Hu, Yao-Shun Chuang, Jianping He, Avisha Das, Vipina Kuttichi Keloth, Yuntao Yang, Chiamaka S. Diala, Kirk E. Roberts, Cui Tao, Xiaoqian Jiang, W. Jim Zheng, Hua Xu
2024	J	`jnl`	Exploring the tradeoff between data privacy and utility with a clinical data analysis use case. BMC Medical Informatics Decis. Mak. Eunyoung Im, Hyeoneui Kim, Hyungbok Lee, Xiaoqian Jiang, Ju Han Kim
2024	J	`jnl`	FedGMMAT: Federated generalized linear mixed model association tests. PLoS Comput. Biol. Wentao Li, Han Chen, Xiaoqian Jiang, Arif Ozgun Harmanci
2024	J	`jnl`	GENEVIC: GENetic data Exploration and Visualization via Intelligent interactive Console. Bioinform. Anindita Nath, Savannah Mwesigwa, Yulin Dai, Xiaoqian Jiang, Zhongming Zhao
2024	J	`jnl`	GENEVIC: GENetic data Exploration and Visualization via Intelligent interactive Console. CoRR Anindita Nath, Savannah Mwesigwa, Yulin Dai, Xiaoqian Jiang, Zhongming Zhao
2024	J	`jnl`	Heterogeneous Graph Contrastive Learning with Spectral Augmentation. CoRR Jing Zhang, Xiaoqian Jiang, Yingjie Xie, Cangqi Zhou
2024	J	`jnl`	Improving large language models for clinical named entity recognition via prompt engineering. J. Am. Medical Informatics Assoc. Yan Hu, Qingyu Chen, Jingcheng Du, Xueqing Peng, Vipina Kuttichi Keloth, Xu Zuo, Yujia Zhou, Zehan Li, Xiaoqian Jiang, Zhiyong Lu, Kirk Roberts, Hua Xu
2024	J	`jnl`	Information Extraction from Clinical Notes: Are We Ready to Switch to Large Language Models? CoRR Yan Hu, Xu Zuo, Yujia Zhou, Xueqing Peng, Jimin Huang, Vipina Kuttichi Keloth, Vincent J. Zhang, Ruey-Ling Weng, Qingyu Chen, Xiaoqian Jiang, Kirk E. Roberts, Hua Xu
2024	J	`jnl`	Label noise correction for crowdsourcing using dynamic resampling. Eng. Appl. Artif. Intell. Jing Zhang, Xiaoqian Jiang, Nianshang Tian, Ming Wu
2024	J	`jnl`	MALLM-GAN: Multi-Agent Large Language Model as Generative Adversarial Network for Synthesizing Tabular Data. CoRR Yaobin Ling, Xiaoqian Jiang, Yejin Kim
2024	—	`conf`	Mapping Study Variables to Common Data Elements Using GPT for Sheets: Towards Standardized Data Collection and Sharing. ICHI Pritham Ram, Na Hong, Hua Xu, Xiaoqian Jiang
2024	—	`conf`	Patient-Centered and Practical Privacy to Support AI for Healthcare. TPS-ISA Ruixuan Liu, Hong-Kyu Lee, Sivasubramanium V. Bhavani, Xiaoqian Jiang, Lucila Ohno-Machado, Li Xiong
2024	J	`jnl`	Robust Privacy Amidst Innovation with Large Language Models Through a Critical Assessment of the Risks. CoRR Yao-Shun Chuang, Atiquer Rahman Sarkar, Noman Mohammed, Xiaoqian Jiang
2024	J	`jnl`	SAFER: sub-hypergraph attention-based neural network for predicting effective responses to dose combinations. BMC Bioinform. Yi-Ching Tang, Rongbin Li, Jing Tang, W. Jim Zheng, Xiaoqian Jiang
2024	J	`jnl`	SPeC: A Soft Prompt-Based Calibration on Performance Variability of Large Language Model in Clinical Notes Summarization. J. Biomed. Informatics Yu-Neng Chuang, Ruixiang Tang, Xiaoqian Jiang, Xia Hu
2024	J	`jnl`	Stratifying heart failure patients with graph neural network and transformer using Electronic Health Records to optimize drug response prediction. J. Am. Medical Informatics Assoc. Shaika Chowdhury, Yongbin Chen, Pengyang Li, Sivaraman Rajaganapathy, Andrew Wen, Xiao Ma, Qiying Dai, Yue Yu, Sunyang Fu, Xiaoqian Jiang, Zhe He, Sunghwan Sohn, Xiaoke Liu, Suzette J. Bielinski, Alanna M. Chamberlain, James R. Cerhan, Nansu Zong
2024	J	`jnl`	THOR: Secure Transformer Inference with Homomorphic Encryption. IACR Cryptol. ePrint Arch. Jungho Moon, Dongwoo Yoo, Xiaoqian Jiang, Miran Kim
2024	A	`conf`	Timeliness-Selective Incentive Federated Crowdsourcing. ICWS Xiaoqian Jiang, Haiyang Diao, Cangqi Zhou, Jing Zhang
2023	J	`jnl`	A Transformer-Based Deep Learning Approach for Fairly Predicting Post-Liver Transplant Risk Factors. CoRR Can Li, Xiaoqian Jiang, Kai Zhang
2023	J	`jnl`	A hierarchical strategy to minimize privacy risk when linking "De-identified" data in biomedical research consortia. J. Biomed. Informatics Lucila Ohno-Machado, Xiaoqian Jiang, Tsung-Ting Kuo, Shiqiang Tao, Luyao Chen, Pritham Ram, Guo-Qiang Zhang, Hua Xu
2023	J	`jnl`	AD-Syn-Net: systematic identification of Alzheimer's disease-associated mutation and co-mutation vulnerabilities via deep learning. Briefings Bioinform. Xingxin Pan, Zeynep H. Coban Akdemir, Ruixuan Gao, Xiaoqian Jiang, Gloria M. Sheynkman, Erxi Wu, Jason H. Huang, Nidhi Sahni, S. Stephen Yi
2023	—	`conf`	An End-to-end In-Silico and In-Vitro Drug Repurposing Pipeline for Glioblastoma. ICHI Ko-Hong Lin, Jay-Jiguang Zhu, Judith A. Smith, Yejin Kim, Xiaoqian Jiang
2023	J	`jnl`	Blockchain-enabled immutable, distributed, and highly available clinical research activity logging system for federated COVID-19 data analysis from multiple institutions. J. Am. Medical Informatics Assoc. Tsung-Ting Kuo, Anh Pham, Maxim E. Edelson, Jihoon Kim, Jason Chan, Yash Gupta, Lucila Ohno-Machado, David M. Anderson, Chandrasekar Balacha, Tyler Bath, Sally L. Baxter, Andrea Becker-Pennrich, Douglas S. Bell, Elmer V. Bernstam, Ngan Chau, Michele E. Day, Jason N. Doctor, Scott L. DuVall, Robert El-Kareh, Renato Florian, Robert W. Follett, Benjamin P. Geisler, Alessandro Ghigi, Assaf Gottlieb, Ludwig Christian G. Hinske, Zhaoxian Hu, Diana Ir, Xiaoqian Jiang, Katherine K. Kim, Tara K. Knight, Jejo D. Koola, Nelson Lee, Ulrich Mansmann, Michael E. Matheny, Daniella Meeker, Zongyang Mou, Larissa Neumann, Nghia H. Nguyen, Nick Anderson, Eunice Park, Paulina Paul, Mark J. Pletcher, Kai W. Post, Clemens Rieder, Clemens Scherer, Lisa M. Schilling, Andrey Soares, Spencer L. SooHoo, Ekin Soysal, Steven Covington, Brian Tep, Brian Toy, Baocheng Wang, Zhen R. Wu, Hua Xu, Yong K. Choi, Kai Zheng, Yujia Zhou, Rachel A Zucker
2023	J	`jnl`	Confidence-based laboratory test reduction recommendation algorithm. BMC Medical Informatics Decis. Mak. Tongtong Huang, Linda T. Li, Elmer V. Bernstam, Xiaoqian Jiang
2023	J	`jnl`	Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research. CoRR Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams
2023	A	`conf`	DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CIKM Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Hu
2023	J	`jnl`	DiscoverPath: A Knowledge Refinement and Retrieval System for Interdisciplinarity on Biomedical Research. CoRR Yu-Neng Chuang, Guanchu Wang, Chia-Yuan Chang, Kwei-Herng Lai, Daochen Zha, Ruixiang Tang, Fan Yang, Alfredo Costilla-Reyes, Kaixiong Zhou, Xiaoqian Jiang, Xia Ben Hu
2023	J	`jnl`	Does Synthetic Data Generation of LLMs Help Clinical Text Mining? CoRR Ruixiang Tang, Xiaotian Han, Xiaoqian Jiang, Xia Hu
2023	J	`jnl`	Emulate randomized clinical trials using heterogeneous treatment effect estimation for personalized treatments: Methodology review and benchmark. J. Biomed. Informatics Yaobin Ling, Pulakesh Upadhyaya, Luyao Chen, Xiaoqian Jiang, Yejin Kim
2023	—	`conf`	Ensuring Trust in Genomics Research. TPS-ISA Erman Ayday, Jaideep Vaidya, Xiaoqian Jiang, Amalio Telenti
2023	—	`conf`	Extracting Periodontitis Diagnosis in Clinical Notes with RoBERTa and Regular Expression. ICHI Yao-Shun Chuang, Chun-Teh Lee, Ryan Brandon, Trung Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji, Xiaoqian Jiang
2023	J	`jnl`	Extracting periodontitis diagnosis in clinical notes with RoBERTa and regular expression. CoRR Yao-Shun Chuang, Chun-Teh Lee, Ryan Brandon, Trung Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji, Xiaoqian Jiang
2023	J	`jnl`	FERI: A Multitask-based Fairness Achieving Algorithm with Applications to Fair Organ Transplantation. CoRR Can Li, Dejian Lai, Xiaoqian Jiang, Kai Zhang
2023	J	`jnl`	Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning. CoRR Sirui Ding, Ruixiang Tang, Daochen Zha, Na Zou, Kai Zhang, Xiaoqian Jiang, Xia Hu
2023	—	`conf`	FinFax: Fast Interpretation of Fax with NLP. BCB Omer Anjum, Luyao Chen, Ryan Denlinger, Ejaz Anam, Dongsheng Yuan, Connie Wooldridge, Martin J. Citardi, Jiajie Zhang, Hua Xu, Xiaoqian Jiang
2023	Misc	`conf`	Graph Representation Learning For Stroke Recurrence Prediction. ICASSP Nicholas Glaze, Artun Bayer, Xiaoqian Jiang, Sean I. Savitz, Santiago Segarra
2023	—	`conf`	Inferring Personalized Treatment Effect of Antihypertensives on Alzheimer's Disease Using Deep Learning. ICHI Pulakesh Upadhyaya, Yaobin Ling, Luyao Chen, Yejin Kim, Xiaoqian Jiang
2023	J	`jnl`	LLM for Patient-Trial Matching: Privacy-Aware Data Augmentation Towards Better Performance and Generalizability. CoRR Jiayi Yuan, Ruixiang Tang, Xiaoqian Jiang, Xia Hu
2023	—	`conf`	Learning Physician's Treatment for Alzheimer's Disease based on Electronic Health Records and Reinforcement Learning. ICHI Kritib Bhattarai, Sivaraman Rajaganapathy, Trisha Das, Yejin Kim, Yongbin Chen, Qiying Dai, Xiaoyang Li, Xiaoqian Jiang, Nansu Zong
2023	—	`conf`	MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning for Computational Phenotyping. ML4H@NeurIPS Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Venkatraman Bhavani
2023	J	`jnl`	Mining for equitable health: Assessing the impact of missing data in electronic health records. J. Biomed. Informatics Emily J. Getzen, Lyle H. Ungar, Danielle L. Mowery, Xiaoqian Jiang, Qi Long
2023	J	`jnl`	Multi-Task Learning for Post-transplant Cause of Death Analysis: A Case Study on Liver Transplant. CoRR Sirui Ding, Qiaoyu Tan, Chia-Yuan Chang, Na Zou, Kai Zhang, Nathan R. Hoot, Xiaoqian Jiang, Xia Hu
2023	J	`jnl`	Multi-task learning with dynamic re-weighting to achieve fairness in healthcare predictive modeling. J. Biomed. Informatics Can Li, Sirui Ding, Na Zou, Xia Hu, Xiaoqian Jiang, Kai Zhang
2023	J	`jnl`	Non-invasive arterial blood pressure measurement and SpO BMC Medical Informatics Decis. Mak. Yan Chu, Kaichen Tang, Yu-Chun Hsu, Tongtong Huang, Dulin Wang, Wentao Li, Sean I. Savitz, Xiaoqian Jiang, Shayan Shams
2023	J	`jnl`	Predicting multiple sclerosis disease severity with multimodal deep neural networks. CoRR Kai Zhang, John A. Lincoln, Xiaoqian Jiang, Elmer V. Bernstam, Shayan Shams
2023	J	`jnl`	Privacy preserving identification of population stratification for collaborative genomic research. Bioinform. Leonard Dervishi, Wenbiao Li, Anisa Halimi, Xiaoqian Jiang, Jaideep Vaidya, Erman Ayday
2023	J	`jnl`	Privacy-preserving federated genome-wide association studies via dynamic sampling. Bioinform. Xinyue Wang, Leonard Dervishi, Wen Tao Li, Erman Ayday, Xiaoqian Jiang, Jaideep Vaidya
2023	J	`jnl`	SPeC: A Soft Prompt-Based Calibration on Mitigating Performance Variability in Clinical Notes Summarization. CoRR Yu-Neng Chuang, Ruixiang Tang, Xiaoqian Jiang, Xia Hu
2023	J	`jnl`	Sensitive Data Detection with High-Throughput Machine Learning Models in Electrical Health Records. CoRR Kai Zhang, Xiaoqian Jiang
2023	J	`jnl`	Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics. CoRR Zhuohang Li, Chao Yan, Xinmeng Zhang, Gharib Gharibi, Zhijun Yin, Xiaoqian Jiang, Bradley A. Malin
2023	J	`jnl`	Systematic design and data-driven evaluation of social determinants of health ontology (SDoHO). J. Am. Medical Informatics Assoc. Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Muhammad F. Amith, J. Wilfred Fan, Jingcheng Du, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao
2023	J	`jnl`	Towards Fair Patient-Trial Matching via Patient-Criterion Level Fairness Constraint. CoRR Chia-Yuan Chang, Jiayi Yuan, Sirui Ding, Qiaoyu Tan, Kai Zhang, Xiaoqian Jiang, Xia Hu, Na Zou
2023	J	`jnl`	Use GPT-J Prompt Generation with RoBERTa for NER Models on Diagnosis Extraction of Periodontal Diagnosis from Electronic Dental Records. CoRR Yao-Shun Chuang, Xiaoqian Jiang, Chun-Teh Lee, Ryan Brandon, Duong Tran, Oluwabunmi Tokede, Muhammad F. Walji
2023	J	`jnl`	Using artificial intelligence to learn optimal regimen plan for Alzheimer's disease. J. Am. Medical Informatics Assoc. Kritib Bhattarai, Sivaraman Rajaganapathy, Trisha Das, Yejin Kim, Yongbin Chen, Qiying Dai, Xiaoyang Li, Xiaoqian Jiang, Nansu Zong
2023	J	`jnl`	Zero-shot Clinical Entity Recognition using ChatGPT. CoRR Yan Hu, Iqra Ameer, Xu Zuo, Xueqing Peng, Yujia Zhou, Zehan Li, Yiming Li, Jianfu Li, Xiaoqian Jiang, Hua Xu
2022	J	`jnl`	A multi-task Gaussian process self-attention neural network for real-time prediction of the need for mechanical ventilators in COVID-19 patients. J. Biomed. Informatics Kai Zhang, Siddharth Karanth, Bela Patel, Robert Murphy, Xiaoqian Jiang
2022	J	`jnl`	Deep graph convolutional network for US birth data harmonization. J. Biomed. Informatics Lishan Yu, Hamisu M. Salihu, Deepa Dongarwar, Luyao Chen, Xiaoqian Jiang
2022	J	`jnl`	Differentially Private Medical Texts Generation Using Generative Neural Networks. ACM Trans. Comput. Heal. Md Momin Al Aziz, Tanbir Ahmed, Tasnia Faequa, Xiaoqian Jiang, Yiyu Yao, Noman Mohammed
2022	J	`jnl`	Evaluation of vicinity-based hidden Markov models for genotype imputation. BMC Bioinform. Su Wang, Miran Kim, Xiaoqian Jiang, Arif Ozgun Harmanci
2022	Misc	`conf`	Existing and emerging privacy challenges and solutions for federated data coordination. AMIA Tsung-Ting Kuo, Xiaoqian Jiang, Hua Xu, Li Xiong, Lucila Ohno-Machado
2022	Misc	`conf`	Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. AMIA Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday
2022	J	`jnl`	Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy. CoRR Leonard Dervishi, Xinyue Wang, Wentao Li, Anisa Halimi, Jaideep Vaidya, Xiaoqian Jiang, Erman Ayday
2022	Misc	`conf`	Fairly Predicting Graft Failure in Liver Transplant for Organ Assigning. AMIA Sirui Ding, Ruixiang Tang, Daochen Zha, Na Zou, Kai Zhang, Xiaoqian Jiang, Xia Hu
2022	J	`jnl`	Federated learning algorithms for generalized mixed-effects model (GLMM) on horizontally partitioned data from distributed sources. BMC Medical Informatics Decis. Mak. Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang
2022	J	`jnl`	Generalized genomic data sharing for differentially private federated learning. J. Biomed. Informatics Md Momin Al Aziz, Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
2022	—	`conf`	IMI-CDE: an interactive interface for collaborative mapping of study variables to common data elements. ICHI Shiqiang Tao, Wei-Chun Chou, Jianfu Li, Jingcheng Du, Pritham Ram, Rashmie Abeysinghe, Hua Xu, Xiaoqian Jiang, Peter W. Rose, Lucila Ohno-Machado, Guo-Qiang Zhang
2022	J	`jnl`	MULTIPAR: Supervised Irregular Tensor Factorization with Multi-task Learning. CoRR Yifei Ren, Jian Lou, Li Xiong, Joyce C. Ho, Xiaoqian Jiang, Sivasubramanium Bhavani
2022	J	`jnl`	Model-Protected Multi-Task Learning. IEEE Trans. Pattern Anal. Mach. Intell. Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang
2022	J	`jnl`	Privacy preserving collaborative learning of generalized linear mixed model. J. Biomed. Informatics Md. Monowar Anjum, Noman Mohammed, Wentao Li, Xiaoqian Jiang
2022	J	`jnl`	Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. Proc. Priv. Enhancing Technol. Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya
2022	J	`jnl`	Privacy-aware estimation of relatedness in admixed populations. Briefings Bioinform. Su Wang, Miran Kim, Wentao Li, Xiaoqian Jiang, Han Chen, Arif Ozgun Harmanci
2022	J	`jnl`	Privacy-preserving logistic regression with secret sharing. BMC Medical Informatics Decis. Mak. Ali Reza Ghavamipour, Fatih Turkmen, Xiaoqian Jiang
2022	J	`jnl`	Private Semi-supervised Knowledge Transfer for Deep Learning from Noisy Labels. CoRR Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, Xiaoqian Jiang
2022	J	`jnl`	Relational graph convolutional networks for predicting blood-brain barrier penetration of drug molecules. Bioinform. Yan Ding, Xiaoqian Jiang, Yejin Kim
2022	J	`jnl`	SVAT: Secure outsourcing of variant annotation and genotype aggregation. BMC Bioinform. Miran Kim, Su Wang, Xiaoqian Jiang, Arif Ozgun Harmanci
2022	J	`jnl`	Systematic Design and Evaluation of Social Determinants of Health Ontology (SDoHO). CoRR Yifang Dang, Fang Li, Xinyue Hu, Vipina Kuttichi Keloth, Meng Zhang, Sunyang Fu, Jingcheng Du, J. Wilfred Fan, Muhammad F. Amith, Evan Yu, Hongfang Liu, Xiaoqian Jiang, Hua Xu, Cui Tao
2022	J	`jnl`	The evolving privacy and security concerns for genomic data analysis and sharing as observed from the iDASH competition. J. Am. Medical Informatics Assoc. Tsung-Ting Kuo, Xiaoqian Jiang, Haixu Tang, Xiaofeng Wang, Arif Ozgun Harmanci, Miran Kim, Kai W. Post, Diyue Bu, Tyler Bath, Jihoon Kim, Weijie Liu, Hongbo Chen, Lucila Ohno-Machado
2022	J	`jnl`	Toward a standard formal semantic representation of the model card report. BMC Bioinform. Muhammad Tuan Amith, Licong Cui, Degui Zhi, Kirk Roberts, Xiaoqian Jiang, Fang Li, Evan Yu, Cui Tao
2022	J	`jnl`	VERTICOX: Vertically Distributed Cox Proportional Hazards Model Using the Alternating Direction Method of Multipliers. IEEE Trans. Knowl. Data Eng. Wenrui Dai, Xiaoqian Jiang, Luca Bonomi, Yong Li, Hongkai Xiong, Lucila Ohno-Machado
2021	J	`jnl`	A Fast PC Algorithm with Reversed-order Pruning and A Parallelization Strategy. CoRR Kai Zhang, Chao Tian, Kun Zhang, Todd Johnson, Xiaoqian Jiang
2021	J	`jnl`	An Empirical Study of UMLS Concept Extraction from Clinical Notes using Boolean Combination Ensembles. CoRR Greg M. Silverman, Raymond L. Finzel, Michael V. Heinz, Jake Vasilakes, Jacob C. Solinsky, Reed McEwan, Benjamin C. Knoll, Christopher J. Tignanelli, Hongfang Liu, Hua Xu, Xiaoqian Jiang, Genevieve B. Melton, Serguei V. S. Pakhomov
2021	J	`jnl`	An interpretable deep-learning model for early prediction of sepsis in the emergency department. Patterns Dongdong Zhang, Changchang Yin, Katherine M. Hunold, Xiaoqian Jiang, Jeffrey M. Caterino, Ping Zhang
2021	J	`jnl`	Anticancer drug synergy prediction in understudied tissues using transfer learning. J. Am. Medical Informatics Assoc. Yejin Kim, Shuyu Zheng, Jing Tang, W. Jim Zheng, Zhao Li, Xiaoqian Jiang
2021	J	`jnl`	Are synthetic clinical notes useful for real natural language processing tasks: A case study on clinical entity recognition. J. Am. Medical Informatics Assoc. Jianfu Li, Yujia Zhou, Xiaoqian Jiang, Karthik Natarajan, Serguei V. S. Pakhomov, Hongfang Liu, Hua Xu
2021	J	`jnl`	COVID-19 Smart Chatbot Prototype for Patient Monitoring. CoRR Hannah Lei, Weiqi Lu, Alan Ji, Emmett Bertram, Paul Gao, Xiaoqian Jiang, Arko Barman
2021	J	`jnl`	COVID-19 trial graph: a linked graph for COVID-19 clinical trials. J. Am. Medical Informatics Assoc. Jingcheng Du, Qing Wang, Jingqi Wang, Prerana Ramesh, Yang Xiang, Xiaoqian Jiang, Cui Tao
2021	J	`jnl`	Calibrating predictive model estimates in a distributed network of patient data. J. Biomed. Informatics Yingxiang Huang, Xiaoqian Jiang, Rodney A. Gabriel, Lucila Ohno-Machado
2021	—	`conf`	DBNet: a novel deep learning framework for mechanical ventilation prediction using electronic health records. BCB Kai Zhang, Xiaoqian Jiang, Mahboubeh Madadi, Luyao Chen, Sean I. Savitz, Shayan Shams
2021	A*	`conf`	De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. CCS Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
2021	J	`jnl`	De-identification of Unstructured Clinical Texts from Sequence to Sequence Perspective. CoRR Md. Monowar Anjum, Noman Mohammed, Xiaoqian Jiang
2021	J	`jnl`	Deep representation learning of patient data from Electronic Health Records (EHR): A systematic review. J. Biomed. Informatics Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy Miller, Fei Wang, W. Jim Zheng, Kirk Roberts
2021	J	`jnl`	Efficient verification for outsourced genome-wide association studies. J. Biomed. Informatics Xinyue Wang, Xiaoqian Jiang, Jaideep Vaidya
2021	J	`jnl`	Federated Learning Algorithms for Generalized Mixed-effects Model (GLMM) on Horizontally Partitioned Data from Distributed Sources. CoRR Wentao Li, Jiayi Tong, Md. Monowar Anjum, Noman Mohammed, Yong Chen, Xiaoqian Jiang
2021	J	`jnl`	HEAR: Human Action Recognition via Neural Networks on Homomorphically Encrypted Data. CoRR Miran Kim, Xiaoqian Jiang, Kristin E. Lauter, Elkhan Ismayilzada, Shayan Shams
2021	J	`jnl`	Heterogeneous Treatment Effect Estimation using machine learning for Healthcare application: tutorial and benchmark. CoRR Yaobin Ling, Pulakesh Upadhyaya, Luyao Chen, Xiaoqian Jiang, Yejin Kim
2021	J	`jnl`	Noise-tolerant similarity search in temporal medical data. J. Biomed. Informatics Luca Bonomi, Liyue Fan, Xiaoqian Jiang
2021	J	`jnl`	Online Algorithm for Differentially Private Genome-wide Association Studies. ACM Trans. Comput. Heal. Md Momin Al Aziz, Shahin Kamali, Noman Mohammed, Xiaoqian Jiang
2021	J	`jnl`	Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates. J. Biomed. Informatics Tongtong Huang, Yan Chu, Shayan Shams, Yejin Kim, Ananth V. Annapragada, Devika Subramanian, Ioannis A. Kakadiaris, Assaf Gottlieb, Xiaoqian Jiang
2021	—	`conf`	Privacy preserving neural networks for electronic health records de-identification. BCB Tanbir Ahmed, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang
2021	Misc	`conf`	Privacy-Preserving Federated Biomedical Data Analysis. AMIA Xiaoqian Jiang, Luca Bonomi, Jaideep Vaidya, Li Xiong, Lucila Ohno-Machado
2021	J	`jnl`	Privacy-Preserving and Efficient Verification of the Outcome in Genome-Wide Association Studies. CoRR Anisa Halimi, Leonard Dervishi, Erman Ayday, Apostolos Pyrgelis, Juan Ramón Troncoso-Pastoriza, Jean-Pierre Hubaux, Xiaoqian Jiang, Jaideep Vaidya
2021	J	`jnl`	Privacy-protecting, reliable response data discovery using COVID-19 patient observations. J. Am. Medical Informatics Assoc. Jihoon Kim, Larissa Neumann, Paulina Paul, Michele E. Day, Michael Aratow, Douglas S. Bell, Jason N. Doctor, Ludwig Christian G. Hinske, Xiaoqian Jiang, Katherine K. Kim, Michael E. Matheny, Daniella Meeker, Mark J. Pletcher, Lisa M. Schilling, Spencer L. SooHoo, Hua Xu, Kai Zheng, Lucila Ohno-Machado
2021	J	`jnl`	Real-time Prediction for Mechanical Ventilation in COVID-19 Patients using A Multi-task Gaussian Process Multi-objective Self-attention Network. CoRR Kai Zhang, Siddharth Karanth, Bela Patel, Robert Murphy, Xiaoqian Jiang
2021	J	`jnl`	Relational graph convolutional networks for predicting blood-brain barrier penetration of drug molecules. CoRR Yan Ding, Xiaoqian Jiang, Yejin Kim
2021	J	`jnl`	Scalable Causal Structure Learning: New Opportunities in Biomedicine. CoRR Pulakesh Upadhyaya, Kai Zhang, Can Li, Xiaoqian Jiang, Yejin Kim
2021	Misc	`conf`	The Combination of Graph Neuron Network and Multi-Task Learning Model for Cancer Drug Combination Prediction. AMIA Kanglin Hsieh, Xiaoqian Jiang, Yejin Kim, Yu-Chun Hsu
2021	J	`jnl`	Use of the Deep Learning Approach to Measure Alveolar Bone Level. CoRR Chun-Teh Lee, Tanjida Kabir, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Thomas E. Van Dyke, Muhammad F. Walji, Xiaoqian Jiang, Shayan Shams
2020	J	`jnl`	A community effort for automatic detection of postictal generalized EEG suppression in epilepsy. BMC Medical Informatics Decis. Mak. Yejin Kim, Xiaoqian Jiang, Samden D. Lhatoo, Guoqiang Zhang, Shiqiang Tao, Licong Cui, Xiaojin Li, Robert D. Jolly, Luyao Chen, Michael Phan, Cung Ha, Marijane Detranaltes, Jiajie Zhang
2020	J	`jnl`	A deep learning solution to recommend laboratory reduction strategies in ICU. Int. J. Medical Informatics Lishan Yu, Linda Li, Elmer V. Bernstam, Xiaoqian Jiang
2020	J	`jnl`	A lightweight convolutional neural network for assessing an EEG risk marker for sudden unexpected death in epilepsy. BMC Medical Informatics Decis. Mak. Cong Zhu, Yejin Kim, Xiaoqian Jiang, Samden D. Lhatoo, Hampson Jaison, Guo-Qiang Zhang
2020	J	`jnl`	A secure system for genomics clinical decision support. J. Biomed. Informatics Seemeen Karimi, Xiaoqian Jiang, Robert H. Dolin, Miran Kim, Aziz A. Boxwala
2020	J	`jnl`	Automated detection of activity onset after postictal generalized EEG suppression. BMC Medical Informatics Decis. Mak. Bishal Lamichhane, Yejin Kim, Santiago Segarra, Guoqiang Zhang, Samden D. Lhatoo, Jaison Hampson, Xiaoqian Jiang
2020	J	`jnl`	COVID-19 TestNorm: A tool to normalize COVID-19 testing names to LOINC codes. J. Am. Medical Informatics Assoc. Xiao Dong, Jianfu Li, Ekin Soysal, Jiang Bian, Scott L. DuVall, Elizabeth Hanchrow, Hongfang Liu, Kristine E. Lynch, Michael E. Matheny, Karthik Natarajan, Lucila Ohno-Machado, Serguei Pakhomov, Ruth Madeleine Reeves, Amy M. Sitapati, Swapna Abhyankar, Theresa Cullen, Jami Deckard, Xiaoqian Jiang, Robert Murphy, Hua Xu
2020	J	`jnl`	Categorisation of EEG suppression using enhanced feature extraction for SUDEP risk assessment. BMC Medical Informatics Decis. Mak. Juan C. Mier, Yejin Kim, Xiaoqian Jiang, Guo-Qiang Zhang, Samden D. Lhatoo
2020	B	`conf`	Dataset and Enhanced Model for Eligibility Criteria-to-SQL Semantic Parsing. LREC Xiaojing Yu, Tianlong Chen, Zhengjie Yu, Huiyu Li, Yang Yang, Xiaoqian Jiang, Anxiao Jiang
2020	J	`jnl`	Deep Representation Learning of Patient Data from Electronic Health Records (EHR): A Systematic Review. CoRR Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy Miller, Fei Wang, W. Jim Zheng, Kirk Roberts
2020	Misc	`conf`	Deep Representation Learning of Patient Data from Electronic Health Records: A Systematic Review. AMIA Yuqi Si, Jingcheng Du, Zhao Li, Xiaoqian Jiang, Timothy A. Miller, Fei Wang, W. Jim Zheng, Kirk Roberts
2020	J	`jnl`	Drug Repurposing for COVID-19 using Graph Neural Network with Genetic, Mechanistic, and Epidemiological Validation. CoRR Kanglin Hsieh, Yinyin Wang, Luyao Chen, Zhongming Zhao, Sean I. Savitz, Xiaoqian Jiang, Jing Tang, Yejin Kim
2020	J	`jnl`	Efficient determination of equivalence for encrypted data. Comput. Secur. Jason N. Doctor, Jaideep Vaidya, Xiaoqian Jiang, Shuang Wang, Lisa M. Schilling, Toan Ong, Michael E. Matheny, Lucila Ohno-Machado, Daniella Meeker
2020	J	`jnl`	Generating sequential electronic health records using dual adversarial autoencoder. J. Am. Medical Informatics Assoc. Dongha Lee, Hwanjo Yu, Xiaoqian Jiang, Deevakar Rogith, Meghana Gudala, Mubeen Tejani, Qiuchen Zhang, Li Xiong
2020	J	`jnl`	Harmonized representation learning on dynamic EHR graphs. J. Biomed. Informatics Dongha Lee, Xiaoqian Jiang, Hwanjo Yu
2020	J	`jnl`	Learning to detect the onset of slow activity after a generalized tonic-clonic seizure. BMC Medical Informatics Decis. Mak. Carroll Vance, Yejin Kim, Guo-Qiang Zhang, Samden D. Lhatoo, Shiqiang Tao, Licong Cui, Xiaojin Li, Xiaoqian Jiang
2020	J	`jnl`	Predict or draw blood: An integrated method to reduce lab tests. J. Biomed. Informatics Lishan Yu, Qiuchen Zhang, Elmer V. Bernstam, Xiaoqian Jiang
2020	Misc	`conf`	Privacy-Preserving Methods for Vertically Partitioned Incomplete Data. AMIA Yi Deng, Xiaoqian Jiang, Qi Long
2020	J	`jnl`	Privacy-Preserving Methods for Vertically Partitioned Incomplete Data. CoRR Yi Deng, Xiaoqian Jiang, Qi Long
2020	J	`jnl`	Protecting patient privacy in survival analyses. J. Am. Medical Informatics Assoc. Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado
2020	—	`conf`	RADAR: Recurrent Autoencoder Based Detector for Adversarial Examples on Temporal EHR. ECML/PKDD (4) Wenjie Wang, Pengfei Tang, Li Xiong, Xiaoqian Jiang
2020	J	`jnl`	REACT: real-time contact tracing and risk monitoring using privacy-enhanced mobile tracking. ACM SIGSPATIAL Special Li Xiong, Cyrus Shahabi, Yanan Da, Ritesh Ahuja, Vicki Hertzberg, Lance Waller, Xiaoqian Jiang, Amy Franklin
2020	J	`jnl`	SCOR: A secure international informatics infrastructure to investigate COVID-19. J. Am. Medical Informatics Assoc. Jean Louis Raisaro, Francesco Marino, Juan Ramón Troncoso-Pastoriza, Raphaelle Beau-Lejdstrom, Riccardo Bellazzi, Robert Murphy, Elmer V. Bernstam, Henry Wang, Mauro Bucalo, Yong Chen, Assaf Gottlieb, Arif Ozgun Harmanci, Miran Kim, Yejin Kim, Jeffrey G. Klann, Catherine Klersy, Bradley A. Malin, Marie Méan, Fabian Prasser, Luigia Scudeller, Ali Torkamani, Julien Vaucher, Mamta Puppala, Stephen T. C. Wong, Milana Frenkel-Morgenstern, Hua Xu, Baba Maiyaki Musa, Abdulrazaq G. Habib, Trevor Cohen, Adam B. Wilcox, Hamisu M. Salihu, Heidi Sofia, Xiaoqian Jiang, Jean-Pierre Hubaux
2020	—	`conf`	Secure Count Query on Encrypted Heterogeneous Data. DASC/PiCom/CBDCom/CyberSciTech Md Safiur Rahman Mahdi, Md. Nazmus Sadat, Noman Mohammed, Xiaoqian Jiang
2020	J	`jnl`	Secure and Differentially Private Bayesian Learning on Distributed Data. CoRR Yeongjae Gil, Xiaoqian Jiang, Miran Kim, Junghye Lee
2020	J	`jnl`	Secure and Differentially Private Logistic Regression for Horizontally Distributed Data. IEEE Trans. Inf. Forensics Secur. Miran Kim, Junghye Lee, Lucila Ohno-Machado, Xiaoqian Jiang
2020	J	`jnl`	Temporal phenotyping for transitional disease progress: An application to epilepsy and Alzheimer's disease. J. Biomed. Informatics Yejin Kim, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Xiaoqian Jiang
2020	Misc	`conf`	The Open Health Natural Language Processing Collaboratory. AMIA Hongfang Liu, Xiaoqian Jiang, Serguei V. S. Pakhomov, Chunhua Weng, Hua Xu
2020	—	`conf`	Towards Training Robust Private Aggregation of Teacher Ensembles Under Noisy Labels. IEEE BigData Qiuchen Zhang, Jing Ma, Jian Lou, Li Xiong, Xiaoqian Jiang
2019	J	`jnl`	A privacy-preserving distributed filtering framework for NLP artifacts. BMC Medical Informatics Decis. Mak. Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Serguei Pakhomov, Hongfang Liu, Xiaoqian Jiang
2019	J	`jnl`	Combining Representation Learning with Tensor Factorization for Risk Factor Analysis - an application to Epilepsy and Alzheimer's disease. CoRR Xiaoqian Jiang, Samden D. Lhatoo, Guo-Qiang Zhang, Luyao Chen, Yejin Kim
2019	Misc	`conf`	Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization. AMIA Yejin Kim, Xiaoqian Jiang, Luyao Chen, Xiaojin Li, Licong Cui
2019	J	`jnl`	Discriminative Sleep Patterns of Alzheimer's Disease via Tensor Factorization. CoRR Yejin Kim, Xiaoqian Jiang, Luyao Chen, Xiaojin Li, Licong Cui
2019	J	`jnl`	Distributed learning from multiple EHR databases: Contextual embedding models for medical events. J. Biomed. Informatics Ziyi Li, Kirk Roberts, Xiaoqian Jiang, Qi Long
2019	—	`conf`	Feature Compression for Predicting Effective Drug Combination. SEPDA@ISWC Guocai Chen, Xiaoqian Jiang, Wenjin Zheng
2019	J	`jnl`	From Brain Imaging to Graph Analysis: a study on ADNI's patient cohort. CoRR Rui Zhang, Luca Giancardo, Danilo A. Peña, Yejin Kim, Hanghang Tong, Xiaoqian Jiang
2019	—	`conf`	Insomnia Prediction Using Temporal Feature of Spindles. ICHI Hao Yu, Ying Zhang, Jin Chen, Shiqiang Tao, Taylor D. Smith, Guo-Qiang Zhang, Xiaojin Li, Xiaoqian Jiang, Xiaoling Wang, Xinyu Wang
2019	J	`jnl`	Modeling and Simulation Studies of Complex Biological Systems for Precision Medicine and Healthcare. IEEE ACM Trans. Comput. Biol. Bioinform. Bairong Shen, Xiaoqian Jiang, Xingming Zhao
2019	A	`conf`	Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis. CIKM Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, Xiaoqian Jiang
2019	J	`jnl`	Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis. CoRR Jing Ma, Qiuchen Zhang, Jian Lou, Joyce C. Ho, Li Xiong, Xiaoqian Jiang
2019	J	`jnl`	Privacy-preserving techniques of genomic data - a survey. Briefings Bioinform. Md Momin Al Aziz, Md. Nazmus Sadat, Dima Alhadidi, Shuang Wang, Xiaoqian Jiang, Cheryl L. Brown, Noman Mohammed
2019	Misc	`conf`	Protecting Patient Privacy in Survival Analyses. AMIA Luca Bonomi, Xiaoqian Jiang, Lucila Ohno-Machado
2019	J	`jnl`	SAFETY: Secure gwAs in Federated Environment through a hYbrid Solution. IEEE ACM Trans. Comput. Biol. Bioinform. Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Feng Chen, Xiaoqian Jiang, Shuang Wang
2019	J	`jnl`	SecureLR: Secure Logistic Regression Model via a Hybrid Cryptographic Protocol. IEEE ACM Trans. Comput. Biol. Bioinform. Yichen Jiang, Jenny Hamer, Chenghong Wang, Xiaoqian Jiang, Miran Kim, Yongsoo Song, Yuhou Xia, Noman Mohammed, Md. Nazmus Sadat, Shuang Wang
2019	J	`jnl`	Time-sensitive clinical concept embeddings learned from large electronic health records. BMC Medical Informatics Decis. Mak. Yang Xiang, Jun Xu, Yuqi Si, Zhiheng Li, Laila Rasmy, Yujia Zhou, Firat Tiryaki, Fang Li, Yaoyun Zhang, Yonghui Wu, Xiaoqian Jiang, W. Jim Zheng, Degui Zhi, Cui Tao, Hua Xu
2019	Misc	`conf`	VERTICOX: Vertically Distributed Cox Proportional Hazards Model. AMIA Xiaoqian Jiang, Luca Bonomi, Lucila Ohno-Machado
2018	J	`jnl`	Deep learning for healthcare: review, opportunities and challenges. Briefings Bioinform. Riccardo Miotto, Fei Wang, Shuang Wang, Xiaoqian Jiang, Joel T. Dudley
2018	—	`conf`	Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes. BIBM Yikuan Li, Liang Yao, Chengsheng Mao, Anand Srivastava, Xiaoqian Jiang, Yuan Luo
2018	J	`jnl`	Early Prediction of Acute Kidney Injury in Critical Care Setting Using Clinical Notes. CoRR Yikuan Li, Liang Yao, Chengsheng Mao, Anand Srivastava, Xiaoqian Jiang, Yuan Luo
2018	J	`jnl`	Efficient Determination of Equivalence for Encrypted Data. CoRR Jason N. Doctor, Jaideep Vaidya, Xiaoqian Jiang, Shuang Wang, Lisa M. Schilling, Toan Ong, Michael E. Matheny, Lucila Ohno-Machado, Daniella Meeker
2018	J	`jnl`	GenoPri'16: International Workshop on Genome Privacy and Security. IEEE ACM Trans. Comput. Biol. Bioinform. Erman Ayday, Xiaoqian Jiang, Bradley A. Malin
2018	—	`conf`	Highlights Talks at ACM BCB 2018. BCB Lenore Cowen, Xiaoqian Jiang
2018	J	`jnl`	Model-Protected Multi-Task Learning. CoRR Jian Liang, Ziqi Liu, Jiayu Zhou, Xiaoqian Jiang, Changshui Zhang, Fei Wang
2018	J	`jnl`	Patient ranking with temporally annotated data. J. Biomed. Informatics Luca Bonomi, Xiaoqian Jiang
2018	—	`conf`	Pattern Similarity in Time Interval Sequences. ICHI Luca Bonomi, Xiaoqian Jiang
2018	J	`jnl`	Perfectly Secure and Efficient Two-Party Electronic-Health-Record Linkage. IEEE Internet Comput. Feng Chen, Xiaoqian Jiang, Shuang Wang, Lisa M. Schilling, Daniella Meeker, Toan Ong, Michael E. Matheny, Jason N. Doctor, Lucila Ohno-Machado, Jaideep Vaidya
2018	C	`conf`	Privacy Preserving Probabilistic Record Linkage Without Trusted Third Party. PST Ibrahim Lazrig, Toan C. Ong, Indrajit Ray, Indrakshi Ray, Xiaoqian Jiang, Jaideep Vaidya
2018	J	`jnl`	Secure Logistic Regression based on Homomorphic Encryption. IACR Cryptol. ePrint Arch. Miran Kim, Yongsoo Song, Shuang Wang, Yuhou Xia, Xiaoqian Jiang
2018	A*	`conf`	Secure Outsourced Matrix Computation and Application to Neural Networks. CCS Xiaoqian Jiang, Miran Kim, Kristin E. Lauter, Yongsoo Song
2018	J	`jnl`	Secure Outsourced Matrix Computation and Application to Neural Networks. IACR Cryptol. ePrint Arch. Xiaoqian Jiang, Miran Kim, Kristin E. Lauter, Yongsoo Song
2018	J	`jnl`	Secure large-scale genome data storage and query. Comput. Methods Programs Biomed. Luyao Chen, Md Momin Al Aziz, Noman Mohammed, Xiaoqian Jiang
2018	J	`jnl`	Selecting Optimal Subset to Release Under Differentially Private M-Estimators from Hybrid Datasets. IEEE Trans. Knowl. Data Eng. Meng Wang, Zhanglong Ji, Hyeon-Eui Kim, Shuang Wang, Li Xiong, Xiaoqian Jiang
2017	A*	`conf`	A Mortality Study for ICU Patients Using Bursty Medical Events. ICDE Luca Bonomi, Xiaoqian Jiang
2017	Misc	`conf`	A Scalable Privacy-preserving Data Generation Methodology for Exploratory Analysis. AMIA Jaideep Vaidya, Basit Shafiq, Muazzam Asani, Nabil R. Adam, Xiaoqian Jiang, Lucila Ohno-Machado
2017	Misc	`conf`	A Simple and Efficient Method for Private Exact Matching. AMIA Le T. Phong, Xiaoqian Jiang, Shuang Wang
2017	J	`jnl`	Addressing Beacon re-identification attacks: quantification and mitigation of privacy risks. J. Am. Medical Informatics Assoc. Jean Louis Raisaro, Florian Tramèr, Zhanglong Ji, Diyue Bu, Yongan Zhao, W. Knox Carey, David D. Lloyd, Heidi Sofia, Dixie Baker, Paul Flicek, Suyash S. Shringarpure, Carlos D. Bustamante, Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Haixu Tang, Xiaofeng Wang, Jean-Pierre Hubaux
2017	—	`conf`	Count Everything: Secure Count Query Framework Across Big Data Centers. CRI Xiaoqian Jiang, Claudiu Farcas, Benedict Paten, Mark Diekhans, Paul Avillach, Wallace Wadge, David Haussler, Lucila Ohno-Machado, Ida Sim
2017	A	`conf`	DiagTree: Diagnostic Tree for Differential Diagnosis. CIKM Yejin Kim, Jingyun Choi, Yosep Chong, Xiaoqian Jiang, Hwanjo Yu
2017	A*	`conf`	Federated Tensor Factorization for Computational Phenotyping. KDD Yejin Kim, Jimeng Sun, Hwanjo Yu, Xiaoqian Jiang
2017	J	`jnl`	Federated Tensor Factorization for Computational Phenotyping. CoRR Yejin Kim, Jimeng Sun, Hwanjo Yu, Xiaoqian Jiang
2017	Misc	`conf`	Honoring Patient's Data Sharing Preferences: Implementation Challenges. AMIA Elizabeth A. Bell, Diana Guijarro, Imho Jang, Wenhong Zhu, Tyler Bath, Gwangnoh Yun, Masud Rahman, Chao Jiang, Xiaoqian Jiang, Lucila Ohno-Machado, Hyeoneui Kim
2017	Misc	`conf`	MALTASE: a Mobile AppLication To improve patients' Access to their data Sharing preferencE. AMIA Chao Jiang, Xiaoqian Jiang, Shuang Wang, Diana Guijarro, Elizabeth A. Bell, Imho Jang, Gwangnoh Yun, Masud Rahman, Lucila Ohno-Machado, Hyeoneui Kim
2017	J	`jnl`	Mechanisms to protect the privacy of families when using the transmission disequilibrium test in genome-wide association studies. Bioinform. Meng Wang, Zhanglong Ji, Shuang Wang, Jihoon Kim, Hai Yang, Xiaoqian Jiang, Lucila Ohno-Machado
2017	J	`jnl`	Omicseq: a web-based search engine for exploring omics datasets. Nucleic Acids Res. Xiaobo Sun, William Stephen Pittard, Tianlei Xu, Li Chen, Michael E. Zwick, Xiaoqian Jiang, Fusheng Wang, Zhaohui S. Qin
2017	J	`jnl`	PRINCESS: Privacy-protecting Rare disease International Network Collaboration via Encryption through Software guard extensionS. Bioinform. Feng Chen, Shuang Wang, Xiaoqian Jiang, Sijie Ding, Yao Lu, Jihoon Kim, Süleyman Cenk Sahinalp, Chisato Shimizu, Jane C. Burns, Victoria J. Wright, Eileen Png, Martin L. Hibberd, David D. Lloyd, Hai Yang, Amalio Telenti, Cinnamon S. Bloss, Dov Fox, Kristin E. Lauter, Lucila Ohno-Machado
2017	—	`conf`	Partitioning-Based Mechanisms Under Personalized Differential Privacy. PAKDD (1) Haoran Li, Li Xiong, Zhanglong Ji, Xiaoqian Jiang
2017	J	`jnl`	Private and Efficient Query Processing on Outsourced Genomic Databases. IEEE J. Biomed. Health Informatics Reza Ghasemi, Md Momin Al Aziz, Noman Mohammed, Massoud Hadian Dehkordi, Xiaoqian Jiang
2017	J	`jnl`	Progressive Dictionary Learning With Hierarchical Predictive Structure for Low Bit-Rate Scalable Video Coding. IEEE Trans. Image Process. Wenrui Dai, Yangmei Shen, Hongkai Xiong, Xiaoqian Jiang, Junni Zou, David Taubman
2017	J	`jnl`	SAFETY: Secure gwAs in Federated Environment Through a hYbrid solution with Intel SGX and Homomorphic Encryption. CoRR Md. Nazmus Sadat, Md Momin Al Aziz, Noman Mohammed, Feng Chen, Shuang Wang, Xiaoqian Jiang
2017	Misc	`conf`	SCOTCH: Secure Counting Of encrypTed genomiC data using a Hybrid approach. AMIA Chenghong Wang, Yichen Jiang, Feng Chen, Noman Mohammed, Xiaoqian Jiang, Md Momin Al Aziz, Md. Nazmus Sadat, Shuang Wang
2016	Misc	`conf`	An Integrated Privacy Preserving Collaborative Analytics Platform: The PCORnet pSCANNER-PopMedNet TM Software Suite. AMIA Michael E. Matheny, Dax M. Westerman, Laura Pearlman, Josh Gieringer, Xiaoqian Jiang, Claudiu Farcas, Tara K. Knight, Shuang Wang, Amy Perkins, Lucila Ohno-Machado, Bill Clarke, Daniella Meeker
2016	Misc	`conf`	Calibration of Predictive Models for Clinical Decision Making: Personalizing Prevention, Treatment, and Disease Progression. AMIA Lucila Ohno-Machado, George Hripcsak, Michael E. Matheny, Yuan Wu, Xiaoqian Jiang
2016	Misc	`conf`	Computational Phenotyping Methods. AMIA Yuan Luo, Jimeng Sun, Xiaoqian Jiang, Fei Wang
2016	J	`jnl`	HEALER: homomorphic computation of ExAct Logistic rEgRession for secure rare disease variants analysis in GWAS. Bioinform. Shuang Wang, Yuchen Zhang, Wenrui Dai, Kristin E. Lauter, Miran Kim, Yuzhe Richard Tang, Hongkai Xiong, Xiaoqian Jiang
2016	Misc	`conf`	Linking patients with non-PHI data. AMIA Luca Bonomi, Xiaoqian Jiang
2016	J	`jnl`	PATTERN: Pain Assessment for paTients who can't TEll using Restricted Boltzmann machiNe. BMC Medical Informatics Decis. Mak. Lei Yang, Shuang Wang, Xiaoqian Jiang, Samuel Cheng, Hyeon-Eui Kim
2016	Misc	`conf`	PREMIX: PRivacy-preserving EstiMation of Individual admiXture. AMIA Feng Chen, Michelle Dow, Sijie Ding, Yao Lu, Xiaoqian Jiang, Hua Tang, Shuang Wang
2016	J	`jnl`	Secure Multi-pArty Computation Grid LOgistic REgression (SMAC-GLORE). BMC Medical Informatics Decis. Mak. Haoyi Shi, Chao Jiang, Wenrui Dai, Xiaoqian Jiang, Yuzhe Richard Tang, Lucila Ohno-Machado, Shuang Wang
2016	Misc	`conf`	Secure Record Linkage for Precision Medicine and Patient Centered Outcomes Research. AMIA Daniella Meeker, Abel N. Kho, Toan C. Ong, Xiaoqian Jiang, Jason N. Doctor
2016	J	`jnl`	VERTIcal Grid lOgistic regression (VERTIGO). J. Am. Medical Informatics Assoc. Yong Li, Xiaoqian Jiang, Shuang Wang, Hongkai Xiong, Lucila Ohno-Machado
2016	Misc	`conf`	iCONCUR: informed CONsent for Clinical data and biosample Use for Research. AMIA Lucila Ohno-Machado, Hyeon-Eui Kim, Elizabeth A. Bell, Xiaoqian Jiang, Dexter Friedman, Claudiu Farcas
2015	J	`jnl`	A system to build distributed multivariate models and manage disparate data sharing policies: implementation in the scalable national network for effectiveness research. J. Am. Medical Informatics Assoc. Daniella Meeker, Xiaoqian Jiang, Michael E. Matheny, Claudiu Farcas, Michel D'Arcy, Laura Pearlman, Lavanya Nookala, Michele E. Day, Katherine K. Kim, Hyeoneui Kim, Aziz A. Boxwala, Robert E. El-Kareh, Grace Kuo, Frederic S. Resnic, Carl Kesselman, Lucila Ohno-Machado
2015	J	`jnl`	Choosing blindly but wisely: differentially private solicitation of DNA datasets for disease marker discovery. J. Am. Medical Informatics Assoc. Yongan Zhao, Xiaofeng Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Haixu Tang
2015	—	`conf`	Cloud-assisted distributed private data sharing. BCB Feng Chen, Noman Mohammed, Shuang Wang, Wenbo He, Samuel Cheng, Xiaoqian Jiang
2015	A	`conf`	Differentially Private Histogram Publication for Dynamic Datasets: an Adaptive Sampling Approach. CIKM Haoran Li, Li Xiong, Xiaoqian Jiang, Jinfei Liu
2015	—	`ch.`	Differentially Private Histogram and Synthetic Data Publication. Medical Data Privacy Handbook Haoran Li, Li Xiong, Xiaoqian Jiang
2015	J	`jnl`	FORESEE: Fully Outsourced secuRe gEnome Study basEd on homomorphic Encryption. BMC Medical Informatics Decis. Mak. Yuchen Zhang, Wenrui Dai, Xiaoqian Jiang, Hongkai Xiong, Shuang Wang
2015	A*	`conf`	Fast and Robust Parallel SGD Matrix Factorization. KDD Jinoh Oh, Wook-Shin Han, Hwanjo Yu, Xiaoqian Jiang
2015	J	`jnl`	Grid multi-category response logistic models. BMC Medical Informatics Decis. Mak. Yuan Wu, Xiaoqian Jiang, Shuang Wang, Wenchao Jiang, Pinghao Li, Lucila Ohno-Machado
2015	—	`ch.`	Preserving Genome Privacy in Research Studies. Medical Data Privacy Handbook Shuang Wang, Xiaoqian Jiang, Dov Fox, Lucila Ohno-Machado
2015	J	`jnl`	Privacy-preserving GWAS analysis on federated genomic datasets. BMC Medical Informatics Decis. Mak. Scott D. Constable, Yuzhe Tang, Shuang Wang, Xiaoqian Jiang, Steve Chapin
2015	—	`ch.`	Private Genome Data Dissemination. Medical Data Privacy Handbook Noman Mohammed, Shuang Wang, Rui Chen, Xiaoqian Jiang
2015	J	`jnl`	Trends in biomedical informatics: automated topic analysis of JAMIA articles. J. Am. Medical Informatics Assoc. Dong Han, Shuang Wang, Chao Jiang, Xiaoqian Jiang, Hyeon-Eui Kim, Jimeng Sun, Lucila Ohno-Machado
2015	J	`jnl`	WebDISCO: a web service for distributed cox model learning without patient-level data sharing. J. Am. Medical Informatics Assoc. Chia-Lun Lu, Shuang Wang, Zhanglong Ji, Yuan Wu, Li Xiong, Xiaoqian Jiang, Lucila Ohno-Machado
2014	Misc	`conf`	A Keyword Suggestion Strategy Based on Citation Networks. AMIA Wei Wei, Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado
2014	J	`jnl`	A community assessment of privacy preserving techniques for human genomes. BMC Medical Informatics Decis. Mak. Xiaoqian Jiang, Yongan Zhao, Xiaofeng Fang, Bradley A. Malin, Shuang Wang, Lucila Ohno-Machado, Haixu Tang
2014	J	`jnl`	DPSynthesizer: Differentially Private Data Synthesizer for Privacy Preserving Data Sharing. Proc. VLDB Endow. Haoran Li, Li Xiong, Lifan Zhang, Xiaoqian Jiang
2014	J	`jnl`	Data-Driven Hierarchical Structure Kernel for Multiscale Part-Based Object Recognition. IEEE Trans. Image Process. Botao Wang, Hongkai Xiong, Xiaoqian Jiang, Yuan F. Zheng
2014	J	`jnl`	Detecting inappropriate access to electronic health records using collaborative filtering. Mach. Learn. Aditya Krishna Menon, Xiaoqian Jiang, Jihoon Kim, Jaideep Vaidya, Lucila Ohno-Machado
2014	B	`conf`	Differentially Private Synthesization of Multi-Dimensional Data using Copula Functions. EDBT Haoran Li, Li Xiong, Xiaoqian Jiang
2014	J	`jnl`	HUGO: Hierarchical mUlti-reference Genome cOmpression for aligned reads. J. Am. Medical Informatics Assoc. Pinghao Li, Xiaoqian Jiang, Shuang Wang, Jihoon Kim, Hongkai Xiong, Lucila Ohno-Machado
2014	B	`conf`	Multiscale Online Dictionary Learning for Quality Scalable Video Coding. DCC Xin Tang, Hongkai Xiong, Xiaoqian Jiang
2014	J	`jnl`	PhenDisco: phenotype discovery system for the database of genotypes and phenotypes. J. Am. Medical Informatics Assoc. Son Doan, Ko-Wei Lin, Mike Conway, Lucila Ohno-Machado, Alexander Hsieh, Stephanie Feudjio Feupe, Asher Garland, Mindy K. Ross, Xiaoqian Jiang, Seena Farzaneh, Rebecca Walker, Neda Alipanah, Jing Zhang, Hua Xu, Hyeoneui Kim
2014	—	`conf`	SAPPIRE: a Prototype Mobile Tool for Pressure Ulcer Risk Assessment. Nursing Informatics Hyeoneui Kim, Heejoon Chung, Shuang Wang, Xiaoqian Jiang, Jeeyae Choi
2014	Misc	`conf`	Trends in Publication of Nursing Informatics Research. AMIA Hyeoneui Kim, Lucila Ohno-Machado, Janet Oh, Xiaoqian Jiang
2013	B	`conf`	An Adaptive Difference Distribution-Based Coding with Hierarchical Tree Structure for DNA Sequence Compression. DCC Wenrui Dai, Hongkai Xiong, Xiaoqian Jiang, Lucila Ohno-Machado
2013	J	`jnl`	Differential-Private Data Publishing Through Component Analysis. Trans. Data Priv. Xiaoqian Jiang, Zhanglong Ji, Shuang Wang, Noman Mohammed, Samuel Cheng, Lucila Ohno-Machado
2013	J	`jnl`	EXpectation Propagation LOgistic REgRession (EXPLORER): Distributed privacy-preserving online model learning. J. Biomed. Informatics Shuang Wang, Xiaoqian Jiang, Yuan Wu, Lijuan Cui, Samuel Cheng, Lucila Ohno-Machado
2013	B	`conf`	Genome Sequence Compression with Distributed Source Coding. DCC Shuang Wang, Xiaoqian Jiang, Lijuan Cui, Wenrui Dai, Nikos Deligiannis, Pinghao Li, Hongkai Xiong, Samuel Cheng, Lucila Ohno-Machado
2013	—	`conf`	Nucleotide sequence alignment using sparse coding and belief propagation. EMBC Aminmohammad Roozgard, Nafise Barzigar, Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Samuel Cheng
2013	J	`jnl`	Privacy-preserving heterogeneous health data sharing. J. Am. Medical Informatics Assoc. Noman Mohammed, Xiaoqian Jiang, Rui Chen, Benjamin C. M. Fung, Lucila Ohno-Machado
2013	J	`jnl`	SHARE: system design and case studies for statistical health information release. J. Am. Medical Informatics Assoc. James J. Gardner, Li Xiong, Yonghui Xiao, Jingjing Gao, Andrew R. Post, Xiaoqian Jiang, Lucila Ohno-Machado
2013	J	`jnl`	Structured Set Intra Prediction With Discriminative Learning in a Max-Margin Markov Network for High Efficiency Video Coding. IEEE Trans. Circuits Syst. Video Technol. Wenrui Dai, Hongkai Xiong, Xiaoqian Jiang, Chang Wen Chen
2013	—	`conf`	Text mining driven drug-drug interaction detection. BIBM Su Yan, Xiaoqian Jiang, Ying Chen
2013	J	`jnl`	WebGLORE: a Web service for Grid LOgistic REgression. Bioinform. Wenchao Jiang, Pinghao Li, Shuang Wang, Yuan Wu, Meng Xue, Lucila Ohno-Machado, Xiaoqian Jiang
2013	Misc	`conf`	When you can't tell when it hurts: a preliminary algorithm to assess pain in patients who can't communicate. AMIA Shuang Wang, Xiaoqian Jiang, Robert E. El-Kareh, Jeeyae Choi, Hyeon-Eui Kim
2012	Misc	`conf`	A Collaborative Framework for Distributed Privacy-Preserving Support Vector Machine Learning. AMIA Jialan Que, Xiaoqian Jiang, Lucila Ohno-Machado
2012	J	`jnl`	A Randomized Response Model for Privacy Preserving Smart Metering. IEEE Trans. Smart Grid Shuang Wang, Lijuan Cui, Jialan Que, Dae-Hyun Choi, Xiaoqian Jiang, Samuel Cheng, Le Xie
2012	—	`conf`	A Randomized Response Model for Privacy-Preserving Data Dissemination. HISB Xiaoqian Jiang, Shuang Wang, Zhanglong Ji, Lucila Ohno-Machado, Li Xiong
2012	J	`jnl`	A patient-driven adaptive prediction technique to improve personalized risk estimation for clinical decision support. J. Am. Medical Informatics Assoc. Xiaoqian Jiang, Aziz A. Boxwala, Robert E. El-Kareh, Jihoon Kim, Lucila Ohno-Machado
2012	J	`jnl`	Calibrating predictive model estimates to support personalized medicine. J. Am. Medical Informatics Assoc. Xiaoqian Jiang, Melanie Osl, Jihoon Kim, Lucila Ohno-Machado
2012	—	`conf`	Evaluation of Segmentation Algorithms in CT Scanning. HISB Seemeen Karimi, Xiaoqian Jiang, Pamela C. Cosman, Harry E. Martz
2012	J	`jnl`	Grid Binary LOgistic REgression (GLORE): building shared models without sharing data. J. Am. Medical Informatics Assoc. Yuan Wu, Xiaoqian Jiang, Jihoon Kim, Lucila Ohno-Machado
2012	Misc	`conf`	Institutional Privacy-preserving Distributed binary Logistic Regression (IPDLR). AMIA Yuan Wu, Xiaoqian Jiang, Lucila Ohno-Machado
2012	J	`jnl`	Predicting accurate probabilities with a ranking loss CoRR Aditya Krishna Menon, Xiaoqian Jiang, Shankar Vembu, Charles Elkan, Lucila Ohno-Machado
2012	A*	`conf`	Predicting accurate probabilities with a ranking loss. ICML Aditya Krishna Menon, Xiaoqian Jiang, Shankar Vembu, Charles Elkan, Lucila Ohno-Machado
2012	—	`conf`	Privacy-Preserving Biometric System for Secure Fingerprint Authentication. HISB Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Lijuan Cui, Samuel Cheng, Hongkai Xiong
2012	—	`conf`	Pulmonary Blood Vessels and Nodules Segmentation via Vessel Energy Function and Radius-Variable Sphere Model. HISB Qingxiang Zhu, Hongkai Xiong, Xiaoqian Jiang
2012	—	`conf`	SecUre Privacy-presERving Medical Image CompRessiOn (SUPERMICRO). HISB Shuang Wang, Xiaoqian Jiang, Lucila Ohno-Machado, Lijuan Cui, Samuel Cheng
2012	Misc	`conf`	Selecting Cases for Whom Additional Tests Can Improve Prognostication. AMIA Xiaoqian Jiang, Jihoon Kim, Yuan Wu, Lucila Ohno-Machado
2012	B	`conf`	Semi-supervised object recognition using structure kernel. ICIP Botao Wang, Hongkai Xiong, Xiaoqian Jiang, Fan Ling
2012	C	`conf`	Shape-oriented segmentation with graph matching corroboration for silhouette tracking. VCIP Qingxiang Zhu, Hongkai Xiong, Xiaoqian Jiang
2012	J	`jnl`	iDASH: integrating data for analysis, anonymization, and sharing. J. Am. Medical Informatics Assoc. Lucila Ohno-Machado, Vineet Bafna, Aziz A. Boxwala, Brian E. Chapman, Wendy Webber Chapman, Kamalika Chaudhuri, Michele E. Day, Claudiu Farcas, Nathaniel D. Heintzman, Xiaoqian Jiang, Hyeoneui Kim, Jihoon Kim, Michael E. Matheny, Frederic S. Resnic, Staal Amund Vinterbo
2011	J	`jnl`	Trends in biomedical informatics: most cited topics from recent years. J. Am. Medical Informatics Assoc. Hyeoneui Kim, Xiaoqian Jiang, Jihoon Kim, Lucila Ohno-Machado
2010	A	`conf`	Adaptive Gaussian Process for Short-Term Wind Speed Forecasting. ECAI Xiaoqian Jiang, Bing Dong, Le Xie, Latanya Sweeney
2010	B	`conf`	Structure preserving semantic coherent object segmentation. ICIP Xiaoqian Jiang, Qi Wu, Peng Tao, Latanya Sweeney
2010	—	`conf`	Temporal Maximum Margin Markov Network. ECML/PKDD (1) Xiaoqian Jiang, Bing Dong, Latanya Sweeney
2009	A*	`conf`	Sparse higher order conditional random fields for improved sequence labeling. ICML Xian Qian, Xiaoqian Jiang, Qi Zhang, Xuanjing Huang, Lide Wu
2008	J	`jnl`	Privacy-preserving SVM classification. Knowl. Inf. Syst. Jaideep Vaidya, Hwanjo Yu, Xiaoqian Jiang
2007	A	`conf`	2D Image Database Indexing: A Coefficient-Based Approach. ICME Xiaoqian Jiang, Wanhong Xu, Yiheng Li, Latanya Sweeney, Ralph Gross, Daniel Yurovsky
2007	—	`conf`	New Directions in Contact Free Hand Recognition. ICIP (2) Xiaoqian Jiang, Wanhong Xu, Latanya Sweeney, Yiheng Li, Ralph Gross, Daniel Yurovsky
2006	B	`conf`	Privacy-Preserving SVM Classification on Vertically Partitioned Data. PAKDD Hwanjo Yu, Jaideep Vaidya, Xiaoqian Jiang
2006	Misc	`conf`	Privacy-preserving SVM using nonlinear kernels on horizontally partitioned data. SAC Hwanjo Yu, Xiaoqian Jiang, Jaideep Vaidya
2005	—	`conf`	Exploring volume rendering with path tracing. SIGGRAPH Posters Scott Davis, Xiaoqian Jiang, Greg Nichols, James Cremer
2005	—	`conf`	Robust automatic optic disk segmentation. SIGGRAPH Posters Xiaoqian Jiang, Young H. Kwon, Lee M. Alward, Michael D. Abràmoff