Jingqing Zhang

27 papers A* 3B 1Journal 17Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Systematic Comparison of Horizontal Federated Learning Algorithm Based on Random Forests in a Medical Setting. Int. J. Autom. Comput. Andrew Cheng, Jingqing Zhang, Atri Sharma, Vibhor Gupta, Yike Guo
2024	—	`conf`	BiCAL: Bi-directional Contrastive Active Learning for Clinical Report Generation. BioNLP@ACL Tianyi Wu, Jingqing Zhang, Wenjia Bai, Kai Sun
2024	J	`jnl`	The potential and pitfalls of using a large language model such as ChatGPT, GPT-4, or LLaMA as a clinical assistant. J. Am. Medical Informatics Assoc. Jingqing Zhang, Kai Sun, Akshay Jagadeesh, Parastoo Falakaflaki, Elena Kayayan, Guanyu Tao, Mahta Haghighat Ghahfarokhi, Deepa Gupta, Ashok Gupta, Vibhor Gupta, Yike Guo
2023	J	`jnl`	The Potential and Pitfalls of using a Large Language Model such as ChatGPT or GPT-4 as a Clinical Assistant. CoRR Jingqing Zhang, Kai Sun, Akshay Jagadeesh, Mahta Ghahfarokhi, Deepa Gupta, Ashok Gupta, Vibhor Gupta, Yike Guo
2022	J	`jnl`	A Scalable Workflow to Build Machine Learning Classifiers with Clinician-in-the-Loop to Identify Patients in Specific Diseases. CoRR Jingqing Zhang, Atri Sharma, Luis Bolanos, Tong Li, Ashwani Tanwar, Vibhor Gupta, Yike Guo
2022	J	`jnl`	Identification of potential therapeutic targets and mechanisms of COVID-19 through network analysis and screening of chemicals and herbal ingredients. Briefings Bioinform. Hong Wang, Jingqing Zhang, Zhigang Lu, Weina Dai, Chuanjiang Ma, Yun Xiang, Yonghong Zhang
2022	J	`jnl`	Medical Scientific Table-to-Text Generation with Human-in-the-Loop under the Data Sparsity Constraint. CoRR Heng-Yi Wu, Jingqing Zhang, Julia Ive, Tong Li, Narges Tabari, Bingyuan Chen, Vibhor Gupta, Yike Guo
2022	J	`jnl`	Unsupervised Numerical Reasoning to Extract Phenotypes from Clinical Text by Leveraging External Knowledge. CoRR Ashwani Tanwar, Jingqing Zhang, Julia Ive, Vibhor Gupta, Yike Guo
2021	J	`jnl`	Clinical Utility of the Automatic Phenotype Annotation in Unstructured Clinical Notes: ICU Use Cases. CoRR Jingqing Zhang, Luis Bolanos, Ashwani Tanwar, Albert Sokol, Julia Ive, Vibhor Gupta, Yike Guo
2021	—	`conf`	Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case. EMNLP (1) Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo
2021	J	`jnl`	Self-Supervised Detection of Contextual Synonyms in a Multi-Class Setting: Phenotype Annotation Use Case. CoRR Jingqing Zhang, Luis Bolanos, Tong Li, Ashwani Tanwar, Guilherme Freire, Xian Yang, Julia Ive, Vibhor Gupta, Yike Guo
2020	A*	`conf`	PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization. ICML Jingqing Zhang, Yao Zhao, Mohammad Saleh, Peter J. Liu
2019	—	`conf`	Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification. BIBM Xiaoyu Zhang, Jingqing Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo
2019	J	`jnl`	Integrated Multi-omics Analysis Using Variational Autoencoders: Application to Pan-cancer Classification. CoRR Xiaoyu Zhang, Jingqing Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo
2019	—	`conf`	Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. NAACL-HLT (1) Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo
2019	J	`jnl`	Integrating Semantic Knowledge to Tackle Zero-shot Text Classification. CoRR Jingqing Zhang, Piyawat Lertvittayakumjorn, Yike Guo
2019	J	`jnl`	PEGASUS: Pre-training with Extracted Gap-sentences for Abstractive Summarization. CoRR Jingqing Zhang, Yao Zhao, Mohammad Saleh, Peter J. Liu
2019	—	`conf`	Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records. BIBM Jingqing Zhang, Xiaoyu Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo
2019	J	`jnl`	Unsupervised Annotation of Phenotypic Abnormalities via Semantic Latent Representations on Electronic Health Records. CoRR Jingqing Zhang, Xiaoyu Zhang, Kai Sun, Xian Yang, Chengliang Dai, Yike Guo
2018	A*	`conf`	Deep Sequence Learning with Auxiliary Information for Traffic Prediction. KDD Binbing Liao, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, Fei Wu
2018	J	`jnl`	Deep Sequence Learning with Auxiliary Information for Traffic Prediction. CoRR Binbing Liao, Jingqing Zhang, Chao Wu, Douglas McIlwraith, Tong Chen, Shengwen Yang, Yike Guo, Fei Wu
2018	A*	`conf`	Dest-ResNet: A Deep Spatiotemporal Residual Network for Hotspot Traffic Speed Prediction. ACM Multimedia Binbing Liao, Jingqing Zhang, Ming Cai, Siliang Tang, Yifan Gao, Chao Wu, Shengwen Yang, Wenwu Zhu, Yike Guo, Fei Wu
2018	—	`conf`	The Deep Poincaré Map: A Novel Approach for Left Ventricle Segmentation. MICCAI (4) Yuanhan Mo, Fangde Liu, Douglas McIlwraith, Guang Yang, Jingqing Zhang, Taigang He, Yike Guo
2017	J	`jnl`	Deep Poincare Map For Robust Medical Image Segmentation. CoRR Yuanhan Mo, Fangde Liu, Jingqing Zhang, Guang Yang, Taigang He, Yike Guo
2017	J	`jnl`	I2T2I: Learning Text to Image Synthesis with Textual Data Augmentation. CoRR Hao Dong, Jingqing Zhang, Douglas McIlwraith, Yike Guo
2017	B	`conf`	I2T2I: Learning text to image synthesis with textual data augmentation. ICIP Hao Dong, Jingqing Zhang, Douglas McIlwraith, Yike Guo
2012	J	`jnl`	NoRSE: noise reduction and state evaluator for high-frequency single event traces. Bioinform. Nigel F. Reuel, Peter Bojo, Jingqing Zhang, Ardemis A. Boghossian, Jin-Ho Ahn, Jong-Ho Kim, Michael S. Strano