Bradley A. Malin

282 papers A* 14A 9B 5C 8Misc 44Journal 158Unranked 40

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A novel analysis methodology for assessment of re-identification risks for the National Cancer Institute cancer registry privacy preserving record linkage technique. J. Am. Medical Informatics Assoc. Murat Kantarcioglu, Will Howe, Benmei Liu, Valentina Petkov, Esmeralda Casas-Silva, Diana Velasquez-Kolnik, Bradley A. Malin, Lynne Penberthy
2026	J	`jnl`	Auditor models to suppress poor artificial intelligence predictions can improve human-artificial intelligence collaborative performance. J. Am. Medical Informatics Assoc. Katherine E. Brown, Jesse O. Wrenn, Nicholas J. Jackson, Michael R. Cauley, Benjamin X. Collins, Laurie L. Novak, Bradley A. Malin, Jessica S. Ancker
2026	J	`jnl`	Community medical centers struggle to produce well-calibrated clinical prediction models: Data augmentation can help. J. Biomed. Informatics Katherine E. Brown, Bradley A. Malin, Sharon E. Davis
2026	J	`jnl`	From Passive Metric to Active Signal: The Evolving Role of Uncertainty Quantification in Large Language Models. CoRR Jiaxin Zhang, Wendi Cui, Zhuohang Li, Lifu Huang, Bradley A. Malin, Caiming Xiong, Chien-Sheng Wu
2026	J	`jnl`	Learning When to Sample: Confidence-Aware Self-Consistency for Efficient LLM Chain-of-Thought Reasoning. CoRR Juming Xiong, Kevin Guo, Congning Ni, Chao Yan, Katherine E. Brown, Avinash Baidya, Xiang Gao, Bradley A. Malin, Zhijun Yin
2026	J	`jnl`	PRISM: Differentially Private Synthetic Data with Structure-Aware Budget Allocation for Prediction. CoRR Amir Asiaee, Chao Yan, Zachary B. Abrams, Bradley A. Malin
2026	J	`jnl`	Re-identification risk for common privacy preserving patient matching strategies when shared with de-identified demographics. J. Am. Medical Informatics Assoc. Austin Eliazar, James Thomas Brown, Sara Cinamon, Murat Kantarcioglu, Bradley A. Malin
2026	J	`jnl`	Risk-Equalized Differentially Private Synthetic Data: Protecting Outliers by Controlling Record-Level Influence. CoRR Amir Asiaee, Chao Yan, Zachary B. Abrams, Bradley A. Malin
2026	J	`jnl`	Stop Listening to Me! How Multi-turn Conversations Can Degrade Diagnostic Reasoning. CoRR Kevin H. Guo, Chao Yan, Avinash Baidya, Katherine E. Brown, Xiang Gao, Juming Xiong, Zhijun Yin, Bradley A. Malin
2026	J	`jnl`	VERI-DPO: Evidence-Aware Alignment for Clinical Summarization via Claim Verification and Direct Preference Optimization. CoRR Weixin Liu, Congning Ni, Qingyuan Song, Susannah L. Rose, Christopher Symons, Murat Kantarcioglu, Bradley A. Malin, Zhijun Yin
2025	J	`jnl`	A Consensus Privacy Metrics Framework for Synthetic Data. CoRR Lisa Pilgram, Fida K. Dankar, Jörg Drechsler, Mark Elliot, Josep Domingo-Ferrer, Paul Francis, Murat Kantarcioglu, Linglong Kong, Bradley A. Malin, Krishnamurty Muralidhar, Puja Myles, Fabian Prasser, Jean Louis Raisaro, Chao Yan, Khaled El Emam
2025	J	`jnl`	A Reinforcement Learning Approach to Synthetic Data Generation. CoRR Natalia Espinosa-Dice, Nicholas J. Jackson, Chao Yan, Aaron Lee, Bradley A. Malin
2025	J	`jnl`	A consensus privacy metrics framework for synthetic data. Patterns Lisa Pilgram, Fida Kamal Dankar, Jörg Drechsler, Mark Elliot, Josep Domingo-Ferrer, Paul Francis, Murat Kantarcioglu, Linglong Kong, Bradley A. Malin, Krishnamurty Muralidhar, Puja Myles, Fabian Prasser, Jean Louis Raisaro, Chao Yan, Khaled El Emam
2025	J	`jnl`	Automatic Prompt Optimization via Heuristic Search: A Survey. CoRR Wendi Cui, Jiaxin Zhang, Zhuohang Li, Hao Sun, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan
2025	J	`jnl`	Beyond Phecodes: leveraging PheMAP to identify patients lacking diagnosis codes in electronic health records. J. Am. Medical Informatics Assoc. Chao Yan, Monika E. Grabowska, Rut Thakkar, Alyson L. Dickson, Peter J. Embí, QiPing Feng, Joshua C. Denny, Vern Eric Kerchberger, Bradley A. Malin, Wei-Qi Wei
2025	J	`jnl`	COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data. npj Digit. Medicine Qiong Wu, Jenna Marie Reps, Lu Li, Bingyu Zhang, Yiwen Lu, Jiayi Tong, Dazheng Zhang, Thomas Lumley, Milou T. Brand, Mui Van Zandt, Thomas Falconer, Xing He, Yu Huang, Haoyang Li, Chao Yan, Guojun Tang, Andrew E. Williams, Fei Wang, Jiang Bian, Bradley A. Malin, George Hripcsak, Martijn J. Schuemie, Yun Lu, Steve Drew, Jiayu Zhou, David A. Asch, Yong Chen
2025	A*	`conf`	Catalysts of Conversation: Examining Interaction Dynamics Between Topic Initiators and Commentors in Alzheimer's Disease Online Communities. WWW Congning Ni, Qingxia Chen, Lijun Song, Patricia Commiskey, Qingyuan Song, Bradley A. Malin, Zhijun Yin
2025	J	`jnl`	Computational strategic recruitment for representation and coverage studied in the All of Us Research Program. npj Digit. Medicine Victor A. Borza, Qingxia Chen, Ellen Wright Clayton, Murat Kantarcioglu, Lina Sulieman, Yevgeniy Vorobeychik, Bradley A. Malin
2025	B	`conf`	Differential Confounding Privacy and Inverse Composition. ISIT Tao Zhang, Bradley A. Malin, Netanel Raviv, Yevgeniy Vorobeychik
2025	—	`conf`	Examining Online Caregiving Discussions Across Racial Groups of Informal Alzheimer's Disease Caregivers. MedInfo Congning Ni, Eric Chen, Lauren Stratton, Patricia Commiskey, Lijun Song, Qingxia Chen, Pamela J. Wisniewski, Bradley A. Malin, Zhijun Yin
2025	—	`conf`	From Voice to Diagnosis: A Hybrid Approach to Multi-Label Disease Classification with Uncertainty Awareness. BIBM Weixin Liu, Bowen Qu, Matthew E. Pontell, Maria E. Powell, Bradley A. Malin, Zhijun Yin
2025	—	`conf`	Heuristic-based Search Algorithm in Automatic Instruction-focused Prompt Optimization: A Survey. ACL (Findings) Wendi Cui, Jiaxin Zhang, Zhuohang Li, Hao Sun, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan
2025	J	`jnl`	Implementing Trust in Non-Small Cell Lung Cancer Diagnosis with a Conformalized Uncertainty-Aware AI Framework in Whole-Slide Images. CoRR Xiaoge Zhang, Tao Wang, Chao Yan, Fedaa Najdawi, Kai Zhou, Yuan Ma, Yiu-ming Cheung, Bradley A. Malin
2025	J	`jnl`	Improving medical machine learning models with generative balancing for equity and excellence. npj Digit. Medicine Brandon Theodorou, Benjamin P. Danek, Venkat Tummala, Shivam Pankaj Kumar, Bradley A. Malin, Jimeng Sun
2025	J	`jnl`	Judging with Confidence: Calibrating Autoraters to Preference Distributions. CoRR Zhuohang Li, Xiaowei Li, Chengyu Huang, Guowang Li, Katayoon Goshvadi, Bo Dai, Dale Schuurmans, Paul Zhou, Hamid Palangi, Yiwen Song, Palash Goyal, Murat Kantarcioglu, Bradley A. Malin, Yuan Xue
2025	J	`jnl`	Large language models are less effective at clinical prediction tasks than locally trained machine learning models. J. Am. Medical Informatics Assoc. Katherine E. Brown, Chao Yan, Zhuohang Li, Xinmeng Zhang, Benjamin X. Collins, You Chen, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2025	J	`jnl`	Role and Use of Race in AI/ML Models Related to Health. CoRR Martin C. Were, Ang Li, Bradley A. Malin, Zhijun Yin, Joseph R. Coco, Benjamin X. Collins, Ellen Wright Clayton, Laurie L. Novak, Rachele Hendricks-Sturrup, Abiodun Oluyomi, Shilo Anders, Chao Yan
2025	J	`jnl`	SCE: Scalable Consistency Ensembles Make Blackbox Large Language Model Generation More Reliable. CoRR Jiaxin Zhang, Zhuohang Li, Wendi Cui, Kamalika Das, Bradley A. Malin, Kumar Sricharan
2025	—	`conf`	SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization. ACL (1) Wendi Cui, Jiaxin Zhang, Zhuohang Li, Hao Sun, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan
2025	J	`jnl`	SMOTE-DP: Improving Privacy-Utility Tradeoff with Synthetic Data. CoRR Yan Zhou, Bradley A. Malin, Murat Kantarcioglu
2025	J	`jnl`	Scale-up Unlearnable Examples Learning with High-Performance Computing. CoRR Yanfan Zhu, Isaac Lyngaas, Muralikrishnan Gopalakrishnan Meena, Mary Ellen Koran, Bradley A. Malin, Daniel Moyer, Shunxing Bao, Anuj J. Kapadia, Xiao Wang, Bennett A. Landman, Yuankai Huo
2025	A*	`conf`	Towards Statistical Factuality Guarantee for Large Vision-Language Models. EMNLP Zhuohang Li, Chao Yan, Nicholas J. Jackson, Wendi Cui, Bo Li, Jiaxin Zhang, Bradley A. Malin
2025	J	`jnl`	Towards Statistical Factuality Guarantee for Large Vision-Language Models. CoRR Zhuohang Li, Chao Yan, Nicholas J. Jackson, Wendi Cui, Bo Li, Jiaxin Zhang, Bradley A. Malin
2025	—	`conf`	Using Large Language Model for Efficient Extraction of Treatment Discontinuation Information - A Study of Online Breast Cancer Community Posts. AIME (2) Qingyuan Song, Jessie Yang, Ndidiamaka Obi, Congning Ni, Jeremy L. Warner, Qingxia Chen, Lijun Song, S. Trent Rosenbloom, Bradley A. Malin, Zhijun Yin
2025	J	`jnl`	What Really is a Member? Discrediting Membership Inference via Poisoning. CoRR Neal Mangaokar, Ashish Hooda, Zhuohang Li, Bradley A. Malin, Kassem Fawaz, Somesh Jha, Atul Prakash, Amrita Roy Chowdhury
2024	A*	`conf`	A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality. ICLR Huan He, William Hao, Yuanzhe Xi, Yong Chen, Bradley A. Malin, Joyce C. Ho
2024	J	`jnl`	A Game-Theoretic Approach to Privacy-Utility Tradeoff in Sharing Genomic Summary Statistics. CoRR Tao Zhang, Rajagopal Venkatesaramani, Rajat K. De, Bradley A. Malin, Yevgeniy Vorobeychik
2024	J	`jnl`	Adaptive Recruitment Resource Allocation to Improve Cohort Representativeness in Participatory Biomedical Datasets. CoRR Victor A. Borza, Andrew Estornell, Ellen Wright Clayton, Chien-Ju Ho, Russell Rothman, Yevgeniy Vorobeychik, Bradley A. Malin
2024	A*	`conf`	Analyzing Inference Privacy Risks Through Gradients In Machine Learning. CCS Zhuohang Li, Andrew Lowy, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Bradley A. Malin, Ye Wang
2024	J	`jnl`	Analyzing Inference Privacy Risks Through Gradients in Machine Learning. CoRR Zhuohang Li, Andrew Lowy, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Bradley A. Malin, Ye Wang
2024	J	`jnl`	Bayes-Nash Generative Privacy Protection Against Membership Inference Attacks. CoRR Tao Zhang, Rajagopal Venkatesaramani, Rajat K. De, Bradley A. Malin, Yevgeniy Vorobeychik
2024	J	`jnl`	Catalysts of Conversation: Examining Interaction Dynamics Between Topic Initiators and Commentors in Alzheimer's Disease Online Communities. CoRR Congning Ni, Qingxia Chen, Lijun Song, Patricia Commiskey, Qingyuan Song, Bradley A. Malin, Zhijun Yin
2024	J	`jnl`	Confounding Privacy and Inverse Composition. CoRR Tao Zhang, Bradley A. Malin, Netanel Raviv, Yevgeniy Vorobeychik
2024	J	`jnl`	DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models. CoRR Wendi Cui, Jiaxin Zhang, Zhuohang Li, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan
2024	J	`jnl`	Dataset Representativeness and Downstream Task Fairness. CoRR Victor A. Borza, Andrew Estornell, Chien-Ju Ho, Bradley A. Malin, Yevgeniy Vorobeychik
2024	—	`conf`	Divide-Conquer-Reasoning for Consistency Evaluation and Automatic Improvement of Large Language Models. EMNLP (Industry Track) Wendi Cui, Zhuohang Li, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan, Jiaxin Zhang
2024	A*	`conf`	Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation. EMNLP Zhuohang Li, Jiaxin Zhang, Chao Yan, Kamalika Das, Kumar Sricharan, Murat Kantarcioglu, Bradley A. Malin
2024	J	`jnl`	Do You Know What You Are Talking About? Characterizing Query-Knowledge Relevance For Reliable Retrieval Augmented Generation. CoRR Zhuohang Li, Jiaxin Zhang, Chao Yan, Kamalika Das, Kumar Sricharan, Murat Kantarcioglu, Bradley A. Malin
2024	J	`jnl`	Environment Scan of Generative AI Infrastructure for Clinical and Translational Science. CoRR Betina Idnay, Zihan Xu, William G. Adams, Mohammad Adibuzzaman, Nicholas R. Anderson, Neil Bahroos, Douglas S. Bell, Cody Bumgardner, Thomas R. Campion Jr., Victor M. Castro, James J. Cimino, I. Glenn Cohen, David A. Dorr, Peter L. Elkin, Jungwei W. Fan, Todd Ferris, David J. Foran, David A. Hanauer, Mike Hogarth, Kun Huang, Jayashree Kalpathy-Cramer, Manoj Kandpal, Niranjan S. Karnik, Avnish Katoch, Albert M. Lai, Christophe G. Lambert, Lang Li, Christopher J. Lindsell, Jinze Liu, Zhiyong Lu, Yuan Luo, Peter McGarvey, Eneida A. Mendonça, Parsa Mirhaji, Shawn N. Murphy, John D. Osborne, Ioannis Ch. Paschalidis, Paul A. Harris, Fred W. Prior, Nicholas J. Shaheen, Nawar Shara, Ida Sim, Umberto Tachinardi, Lemuel R. Waitman, Rosalind J. Wright, Adrian H. Zai, Kai Zheng, Sandra Soo-Jin Lee, Bradley A. Malin, Karthik Natarajan, W. Nicholson Price, Rui Zhang, Yiye Zhang, Hua Xu, Jiang Bian, Chunhua Weng, Yifan Peng
2024	J	`jnl`	Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework. J. Am. Medical Informatics Assoc. Jiayi Tong, Yishan Shen, Alice Xu, Xing He, Chongliang Luo, Mackenzie J. Edmondson, Dazheng Zhang, Yiwen Lu, Chao Yan, Ruowang Li, Lianne Siegel, Lichao Sun, Elizabeth A. Shenkman, Sally C. Morton, Bradley A. Malin, Jiang Bian, David A. Asch, Yong Chen
2024	J	`jnl`	Exploring User-level Gradient Inversion with a Diffusion Prior. CoRR Zhuohang Li, Andrew Lowy, Jing Liu, Toshiaki Koike-Akino, Bradley A. Malin, Kieran Parsons, Ye Wang
2024	J	`jnl`	Large language models facilitate the generation of electronic health record phenotyping algorithms. J. Am. Medical Informatics Assoc. Chao Yan, Henry H. Ong, Monika E. Grabowska, Matthew S. Krantz, Wu-Chen Su, Alyson L. Dickson, Josh F. Peterson, QiPing Feng, Dan M. Roden, C. Michael Stein, Vern Eric Kerchberger, Bradley A. Malin, Wei-Qi Wei
2024	J	`jnl`	Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness. J. Biomed. Informatics Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole, Qian Yang, Yanshan Wang, Bradley A. Malin, Mor Peleg, Byron C. Wallace, Zhiyong Lu, Chunhua Weng, Yifan Peng
2024	J	`jnl`	Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer's disease with real-world clinical validation. npj Digit. Medicine Chao Yan, Monika E. Grabowska, Alyson L. Dickson, Bingshan Li, Zhexing Wen, Dan M. Roden, C. Michael Stein, Peter J. Embí, Josh F. Peterson, QiPing Feng, Bradley A. Malin, Wei-Qi Wei
2024	J	`jnl`	PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models. CoRR Wendi Cui, Jiaxin Zhang, Zhuohang Li, Hao Sun, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan
2024	C	`conf`	Robin Hood: A De-identification Method to Preserve Minority Representation for Disparities Research. PSD James Thomas Brown, Ellen Wright Clayton, Michael E. Matheny, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2023	J	`jnl`	Defending Against Membership Inference Attacks on Beacon Services. ACM Trans. Priv. Secur. Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik
2023	J	`jnl`	Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics. CoRR Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik
2023	J	`jnl`	Learning From Peers: A Survey of Perception and Utilization of Online Peer Support Among Informal Dementia Caregivers. CoRR Zhijun Yin, Lauren Stratton, Qingyuan Song, Congning Ni, Lijun Song, Patricia A. Commiskey, Qingxia Chen, Mónica Moreno, Sam Fazio, Bradley A. Malin
2023	J	`jnl`	Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness. CoRR Gongbo Zhang, Qiao Jin, Denis Jered McInerney, Yong Chen, Fei Wang, Curtis L. Cole, Qian Yang, Yanshan Wang, Bradley A. Malin, Mor Peleg, Byron C. Wallace, Zhiyong Lu, Chunhua Weng, Yifan Peng
2023	J	`jnl`	Managing re-identification risks while providing access to the J. Am. Medical Informatics Assoc. Weiyi Xia, Melissa A. Basford, Robert J. Carroll, Ellen Wright Clayton, Paul A. Harris, Murat Kantarcioglu, Yongtai Liu, Steve Nyemba, Yevgeniy Vorobeychik, Zhiyu Wan, Bradley A. Malin
2023	J	`jnl`	SAC CoRR Jiaxin Zhang, Zhuohang Li, Kamalika Das, Bradley A. Malin, Kumar Sricharan
2023	—	`conf`	SAC³: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency. EMNLP (Findings) Jiaxin Zhang, Zhuohang Li, Kamalika Das, Bradley A. Malin, Kumar Sricharan
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
2022	A	`conf`	"Rough Day ... Need a Hug": Learning Challenges and Experiences of the Alzheimer's Disease and Related Dementia Caregivers on Reddit. ICWSM Congning Ni, Bradley A. Malin, Lijun Song, Angela L. Jefferson, Patricia Commiskey, Zhijun Yin
2022	J	`jnl`	A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models. CoRR Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D. Mooney, Bradley A. Malin
2022	Misc	`conf`	A Representativeness-informed Model for Research Record Selection from Electronic Medical Record Systems. AMIA Victor A. Borza, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2022	J	`jnl`	A Roadmap for Greater Public Use of Privacy-Sensitive Government Data: Workshop Report. CoRR Chris Clifton, Bradley A. Malin, Anna Oganian, Ramesh Raskar, Vivek Sharma
2022	Misc	`conf`	A Scalable Tool for Realistic Health Data Re-identification Risk Assessment. AMIA Weiyi Xia, Yongtai Liu, Zhiyu Wan, Yevgeniy Vorobeychik, Murat Kantarcioglu, Ellen Wright Clayton, Bradley A. Malin
2022	Misc	`conf`	Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking. AMIA Chao Yan, Yao Yan, Ziqi Zhang, Zhiyu Wan, Justin Guinney, Sean D. Mooney, Bradley A. Malin
2022	J	`jnl`	Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database. CoRR Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley A. Malin
2022	J	`jnl`	Dobbs and the future of health data privacy for patients and healthcare organizations. J. Am. Medical Informatics Assoc. Ellen Wright Clayton, Peter J. Embí, Bradley A. Malin
2022	J	`jnl`	Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic. J. Am. Medical Informatics Assoc. J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
2022	J	`jnl`	Forecasting the future clinical events of a patient through contrastive learning. J. Am. Medical Informatics Assoc. Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin
2022	—	`conf`	GINN: Fast GPU-TEE Based Integrity for Neural Network Training. CODASPY Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin
2022	C	`conf`	How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study. PSD Xinmeng Zhang, Zhiyu Wan, Chao Yan, J. Thomas Brown, Weiyi Xia, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
2022	Misc	`conf`	How to Achieve Privacy in Large Diverse Health Systems. AMIA Gamze Gürsoy, Bradley A. Malin, Erman Ayday, Ellen Wright Clayton
2022	J	`jnl`	Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation. J. Am. Medical Informatics Assoc. Ziqi Zhang, Chao Yan, Bradley A. Malin
2022	J	`jnl`	Membership inference attacks against synthetic health data. J. Biomed. Informatics Ziqi Zhang, Chao Yan, Bradley A. Malin
2022	—	`conf`	Privacy-Preserving Publishing of Individual-Level Pandemic Data Based on a Game Theoretic Model. BIBM Abinitha Gourabathina, Zhiyu Wan, J. Thomas Brown, Chao Yan, Bradley A. Malin
2022	J	`jnl`	Risk of re-identification for shared clinical speech recordings. CoRR Daniela A. Wiepert, Bradley A. Malin, Joseph R. Duffy, Rene L. Utianski, John L. Stricker, David T. Jones, Hugo Botha
2022	Misc	`conf`	Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting Policies. AMIA James Thomas Brown, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
2021	J	`jnl`	Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge. CoRR Prithwish Chakraborty, James V. Codella, Piyush Madan, Ying Li, Hu Huang, Yoonyoung Park, Chao Yan, Ziqi Zhang, Cheng Gao, Steve Nyemba, Xu Min, Sanjib Basak, Mohamed F. Ghalwash, Zach Shahn, Parthasarathy Suryanarayanan, Italo Buleje, Shannon Harrer, Sarah Miller, Amol Rajmane, Colin Walsh, Jonathan Wanderer, Gigi Y. Yuen-Reed, Kenney Ng, Daby Sow, Bradley A. Malin
2021	J	`jnl`	Building a best-in-class automated de-identification tool for electronic health records through ensemble learning. Patterns Karthik Murugadoss, Ajit Rajasekharan, Bradley A. Malin, Vineet Agarwal, Sairam Bade, Jeff R. Anderson, Jason L. Ross, William A. Faubion Jr., John D. Halamka, Venky Soundararajan, Sankar Ardhanari
2021	Misc	`conf`	CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning. AMIA Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin
2021	Misc	`conf`	De-identifying Socioeconomic Data at the Census Tract Level for Medical Research Through Constraint-based Clustering. AMIA Yongtai Liu, Douglas Conway, Zhiyu Wan, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2021	J	`jnl`	Defending Against Membership Inference Attacks on Beacon Services. CoRR Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik
2021	J	`jnl`	Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic. CoRR J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin
2021	—	`conf`	EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. MLHC Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Cao Xiao, Jimeng Sun
2021	J	`jnl`	Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy. Comput. Methods Programs Biomed. Eugene Jeong, Sarah Osmundson, Cheng Gao, Digna Velez Edwards, Bradley A. Malin, You Chen
2021	J	`jnl`	Leveraging medical context to recommend semantically similar terms for chart reviews. BMC Medical Informatics Decis. Mak. Cheng Ye, Bradley A. Malin, Daniel Fabbri
2021	J	`jnl`	Lucene-P$^2$2: A Distributed Platform for Privacy-Preserving Text-Based Search. IEEE Trans. Dependable Secur. Comput. Nitish M. Uplavikar, Bradley A. Malin, Wei Jiang
2021	J	`jnl`	Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning. J. Am. Medical Informatics Assoc. Bob Chen, Wael Alrifai, Cheng Gao, Barrett Jones, Laurie L. Novak, Nancy M. Lorenzi, Daniel J. France, Bradley A. Malin, You Chen
2021	—	`conf`	Perioperative Care Structures and Non-Routine Events: Network Analysis. MedInfo You Chen, Mhd Wael Alrifai, Yang Gong, Rhodes Evan, Jason Slagle, Bradley A. Malin, Daniel J. France
2021	Misc	`conf`	Predicting Next-Day Discharge via Electronic Health Record Audit Logs. AMIA Xinmeng Zhang, Chao Yan, Mayur B. Patel, Bradley A. Malin, You Chen
2021	J	`jnl`	Predicting brain function status changes in critically ill patients via Machine learning. J. Am. Medical Informatics Assoc. Chao Yan, Cheng Gao, Ziqi Zhang, Wencong Chen, Bradley A. Malin, Eugene Wesley Ely, Mayur B. Patel, You Chen
2021	J	`jnl`	Predicting next-day discharge via electronic health record access logs. J. Am. Medical Informatics Assoc. Xinmeng Zhang, Chao Yan, Bradley A. Malin, Mayur B. Patel, You Chen
2021	J	`jnl`	Re-identification of Individuals in Genomic Datasets Using Public Face Images. CoRR Rajagopal Venkatesaramani, Bradley A. Malin, Yevgeniy Vorobeychik
2021	J	`jnl`	SynTEG: a framework for temporal structured electronic health data simulation. J. Am. Medical Informatics Assoc. Ziqi Zhang, Chao Yan, Thomas A. Lasko, Jimeng Sun, Bradley A. Malin
2021	Misc	`conf`	Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program. AMIA Chao Yan, Steve Nyemba, Kelsey R. Mayo, Ziqi Zhang, Francis Ratsimbazafy, Bradley A. Malin
2021	Misc	`conf`	Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic. AMIA Cheng Gao, Bradley A. Malin, You Chen
2021	—	`conf`	Telehealth Uptake into Primary Care During the COVID-19 Pandemic. MedInfo Cheng Gao, Bradley A. Malin, You Chen
2021	—	`conf`	Telehealth Use in the COVID-19 Pandemic: A Retrospective Study of Prenatal Care. MedInfo Cheng Gao, Sarah Osmundson, Bradley A. Malin, You Chen
2020	—	`conf`	A Framework for Privacy-Preserving Genomic Data Analysis Using Trusted Execution Environments. TPS-ISA Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin
2020	Misc	`conf`	De-Identification of Clinical Text: Stakeholders' Perspectives and Acceptance of Automatic De-Identification. AMIA Stéphane M. Meystre, Jonathan C. Silverstein, Guergana Savova, Valentina Petkov, Bradley A. Malin
2020	J	`jnl`	EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. CoRR Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Jimeng Sun
2020	J	`jnl`	Ensuring electronic medical record simulation through better training, modeling, and evaluation. J. Am. Medical Informatics Assoc. Ziqi Zhang, Chao Yan, Diego A. Mesa, Jimeng Sun, Bradley A. Malin
2020	J	`jnl`	GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment. CoRR Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin
2020	Misc	`conf`	Generating Electronic Health Records with Multiple Data Types and Constraints. AMIA Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin
2020	J	`jnl`	Generating Electronic Health Records with Multiple Data Types and Constraints. CoRR Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin
2020	Misc	`conf`	Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs. AMIA Barrett Jones, Xinmeng Zhang, Bradley A. Malin, You Chen
2020	J	`jnl`	Leveraging Blockchain for Immutable Logging and Querying Across Multiple Sites. CoRR Mustafa Safa Özdayi, Murat Kantarcioglu, Bradley A. Malin
2020	J	`jnl`	Predicting Missing Values in Medical Data Via XGBoost Regression. J. Heal. Informatics Res. Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen
2020	J	`jnl`	Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers. J. Am. Medical Informatics Assoc. David S. Carrell, Bradley A. Malin, David J. Cronkite, John S. Aberdeen, Cheryl Clark, Muqun (Rachel) Li, Dikshya Bastakoty, Steve Nyemba, Lynette Hirschman
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	A*	`conf`	To Warn or Not to Warn: Online Signaling in Audit Games. ICDE Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin
2019	—	`conf`	A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health Records. ICHI Cheng Gao, Chao Yan, Sarah Osmundson, Bradley A. Malin, You Chen
2019	—	`conf`	A Semantic Cover Approach for Topic Modeling. *SEM@NAACL-HLT Rajagopal Venkatesaramani, Doug Downey, Bradley A. Malin, Yevgeniy Vorobeychik
2019	J	`jnl`	A systematic literature review of machine learning in online personal health data. J. Am. Medical Informatics Assoc. Zhijun Yin, Lina M. Sulieman, Bradley A. Malin
2019	Misc	`conf`	Biomedical Research Cohort Membership Disclosure on Social Media. AMIA Yongtai Liu, Chao Yan, Zhijun Yin, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Bradley A. Malin
2019	A	`conf`	CP Tensor Decomposition with Cannot-Link Intermode Constraints. SDM Jette Henderson, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Jimeng Sun, Joydeep Ghosh, Joyce C. Ho
2019	Misc	`conf`	Corpus Size Influences Clinical Concept Embeddings. AMIA Cheng Gao, Chao Yan, Bradley A. Malin, You Chen
2019	J	`jnl`	Database Audit Workload Prioritization via Game Theory. ACM Trans. Priv. Secur. Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin
2019	—	`conf`	Deep Imputation of Temporal Data. ICHI Chao Yan, Cheng Gao, Xinmeng Zhang, You Chen, Bradley A. Malin
2019	J	`jnl`	Deep learning predicts extreme preterm birth from electronic health records. J. Biomed. Informatics Cheng Gao, Sarah Osmundson, Digna Velez Edwards, Gretchen Purcell Jackson, Bradley A. Malin, You Chen
2019	—	`conf`	Determining the Impact of Missing Values on Blocking in Record Linkage. PAKDD (3) Imrul Chowdhury Anindya, Murat Kantarcioglu, Bradley A. Malin
2019	J	`jnl`	Health and Kinship Matter: Learning About Direct-To-Consumer Genetic Testing User Experiences via Online Discussions. CoRR Zhijun Yin, Lijun Song, Ellen Wright Clayton, Bradley A. Malin
2019	—	`conf`	Learning to Identify Severe Maternal Morbidity from Electronic Health Records. MedInfo Cheng Gao, Sarah Osmundson, Xiaowei Yan, Digna Velez Edwards, Bradley A. Malin, You Chen
2019	—	`conf`	Leveraging Electronic Health Records to Learn Progression Path for Severe Maternal Morbidity. MedInfo Cheng Gao, Sarah Osmundson, Xiaowei Yan, Digna Velez Edwards, Bradley A. Malin, You Chen
2019	—	`conf`	Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged Stays. ICHI Cheng Gao, Abel N. Kho, Sarah Osmundson, Bradley A. Malin, You Chen
2019	Misc	`conf`	Patient Messaging Content Associated with Initiating Hormonal Therapy after a Breast Cancer Diagnosis. AMIA Zhijun Yin, Jeremy L. Warner, Qingxia Chen, Bradley A. Malin
2019	Misc	`conf`	Public Attitudes Toward Direct to Consumer Genetic Testing. AMIA Grayson Ruhl, James Hazel, Ellen Wright Clayton, Bradley A. Malin
2019	J	`jnl`	Systematizing Genome Privacy Research: A Privacy-Enhancing Technologies Perspective. Proc. Priv. Enhancing Technol. Alexandros Mittos, Bradley A. Malin, Emiliano De Cristofaro
2019	J	`jnl`	The machine giveth and the machine taketh away: a parrot attack on clinical text deidentified with hiding in plain sight. J. Am. Medical Informatics Assoc. David S. Carrell, David J. Cronkite, Muqun (Rachel) Li, Steve Nyemba, Bradley A. Malin, John S. Aberdeen, Lynette Hirschman
2019	J	`jnl`	To Warn or Not to Warn: Online Signaling in Audit Games. CoRR Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin
2019	Misc	`conf`	Why Patient Portal Messages Indicate Risk of Readmission for Patients with Ischemic Heart Disease. AMIA Lina M. Sulieman, Zhijun Yin, Bradley A. Malin
2019	—	`conf`	XGBoost Imputation for Time Series Data. ICHI Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen
2018	Misc	`conf`	Crowdsourcing Clinical Chart Reviews. AMIA Joseph R. Coco, Cheng Ye, Chen Hajaj, Yevgeniy Vorobeychik, Joshua C. Denny, Laurie L. Novak, Bradley A. Malin, Thomas A. Lasko, Daniel Fabbri
2018	Misc	`conf`	Detecting the Presence of an Individual in Phenotypic Summary Data. AMIA Yongtai Liu, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Abel N. Kho, David S. Carrell, Bradley A. Malin
2018	J	`jnl`	Development of an automated phenotyping algorithm for hepatorenal syndrome. J. Biomed. Informatics Jejo D. Koola, Sharon E. Davis, Omar Al-Nimri, Sharidan K. Parr, Daniel Fabbri, Bradley A. Malin, Samuel B. Ho, Michael E. Matheny
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	A*	`conf`	Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. ICDE Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin
2018	J	`jnl`	Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. CoRR Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin
2018	J	`jnl`	Interaction patterns of trauma providers are associated with length of stay. J. Am. Medical Informatics Assoc. You Chen, Mayur B. Patel, Candace D. McNaughton, Bradley A. Malin
2018	J	`jnl`	It's all in the timing: calibrating temporal penalties for biomedical data sharing. J. Am. Medical Informatics Assoc. Weiyi Xia, Zhiyu Wan, Zhijun Yin, James Gaupp, Yongtai Liu, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin
2018	Misc	`conf`	Learning When Communications Between Healthcare Providers Indicate Hormonal Therapy Medication Discontinuation. AMIA Zhijun Yin, Jeremy L. Warner, Bradley A. Malin
2018	J	`jnl`	Learning bundled care opportunities from electronic medical records. J. Biomed. Informatics You Chen, Abel N. Kho, David M. Liebovitz, Catherine Ivory, Sarah Osmundson, Jiang Bian, Bradley A. Malin
2018	—	`conf`	Mining the Best Observational Window to Model Social Phenomena. CIC Chao Yan, Zhijun Yin, Stanley Xiang, You Chen, Yevgeniy Vorobeychik, Daniel Fabbri, Abel N. Kho, David M. Liebovitz, Bradley A. Malin
2018	J	`jnl`	PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization. CoRR Jette Henderson, Bradley A. Malin, Joyce C. Ho, Joydeep Ghosh
2018	Misc	`conf`	Phenotyping through Semi-Supervised Tensor Factorization (PSST). AMIA Jette Henderson, Huan He, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Joydeep Ghosh, Joyce C. Ho
2018	J	`jnl`	The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation. J. Am. Medical Informatics Assoc. Zhijun Yin, Morgan Harrell, Jeremy L. Warner, Qingxia Chen, Daniel Fabbri, Bradley A. Malin
2017	J	`jnl`	A Data-Driven Analysis of the Influence of Care Coordination on Trauma Outcome. CoRR You Chen, Mayur B. Patel, Candace D. McNaughton, Bradley A. Malin
2017	—	`conf`	A Game-Theoretic Approach for Alert Prioritization. AAAI Workshops Aron Laszka, Yevgeniy Vorobeychik, Daniel Fabbri, Chao Yan, Bradley A. Malin
2017	Misc	`conf`	An Open Source Tool for Game Theoretic Health Data De-Identification. AMIA Fabian Prasser, James Gaupp, Zhiyu Wan, Weiyi Xia, Yevgeniy Vorobeychik, Murat Kantarcioglu, Klaus A. Kuhn, Bradley A. Malin
2017	A	`conf`	Building a Dossier on the Cheap: Integrating Distributed Personal Data Resources Under Cost Constraints. CIKM Imrul Chowdhury Anindya, Harichandan Roy, Murat Kantarcioglu, Bradley A. Malin
2017	Misc	`conf`	Computational Phenotyping on Diverse Data Sources. AMIA Jimeng Sun, Bradley A. Malin, Abel N. Kho, Mark W. Craven, Joydeep Ghosh
2017	Misc	`conf`	Evaluating the Effectiveness of Auditing Rules for Electronic Health Record Systems. AMIA Monica Hedda, Bradley A. Malin, Chao Yan, Daniel Fabbri
2017	J	`jnl`	Generating Multi-label Discrete Electronic Health Records using Generative Adversarial Networks. CoRR Edward Choi, Siddharth Biswal, Bradley A. Malin, Jon Duke, Walter F. Stewart, Jimeng Sun
2017	—	`conf`	Generating Multi-label Discrete Patient Records using Generative Adversarial Networks. MLHC Edward Choi, Siddharth Biswal, Bradley A. Malin, Jon Duke, Walter F. Stewart, Jimeng Sun
2017	J	`jnl`	Genomic Data Privacy and Security: Where We Stand and Where We Are Heading. IEEE Secur. Priv. Jean-Pierre Hubaux, Stefan Katzenbeisser, Bradley A. Malin
2017	—	`conf`	Granite: Diversified, Sparse Tensor Factorization for Electronic Health Record-Based Phenotyping. ICHI Jette Henderson, Joyce C. Ho, Abel N. Kho, Joshua C. Denny, Bradley A. Malin, Jimeng Sun, Joydeep Ghosh
2017	J	`jnl`	Identifying collaborative care teams through electronic medical record utilization patterns. J. Am. Medical Informatics Assoc. You Chen, Nancy M. Lorenzi, Warren S. Sandberg, Kelly Wolgast, Bradley A. Malin
2017	J	`jnl`	Learning Bundled Care Opportunities from Electronic Medical Records. CoRR You Chen, Abel N. Kho, David M. Liebovitz, Catherine Ivory, Sarah Osmundson, Jiang Bian, Bradley A. Malin
2017	—	`conf`	Predicting Length of Stay for Obstetric Patients via Electronic Medical Records. MedInfo Cheng Gao, Abel N. Kho, Catherine Ivory, Sarah Osmundson, Bradley A. Malin, You Chen
2017	B	`conf`	Reciprocity and its Association with Treatment Adherence in an Online Breast Cancer Forum. CBMS Zhijun Yin, Lijun Song, Bradley A. Malin
2017	J	`jnl`	Scalable Iterative Classification for Sanitizing Large-Scale Datasets. IEEE Trans. Knowl. Data Eng. Bo Li, Yevgeniy Vorobeychik, Muqun Li, Bradley A. Malin
2017	J	`jnl`	Systematizing Genomic Privacy Research - A Critical Analysis. CoRR Alexandros Mittos, Bradley A. Malin, Emiliano De Cristofaro
2017	Misc	`conf`	Talking About My Care: Detecting Mentions of Hormonal Therapy Adherence Behavior in an Online Breast Cancer Community. AMIA Zhijun Yin, Wei Xie, Bradley A. Malin
2017	A	`conf`	The Power of the Patient Voice: Learning Indicators of Treatment Adherence From An Online Breast Cancer Forum. ICWSM Zhijun Yin, Bradley A. Malin, Jeremy L. Warner, Pei-Yun Sabrina Hsueh, Ching-Hua Chen
2017	J	`jnl`	Towards a privacy preserving cohort discovery framework for clinical research networks. J. Biomed. Informatics Jiawei Yuan, Bradley A. Malin, François Modave, Yi Guo, William R. Hogan, Elizabeth Shenkman, Jiang Bian
2016	A	`conf`	#PrayForDad: Learning the Semantics Behind Why Social Media Users Disclose Health Information. ICWSM Zhijun Yin, You Chen, Daniel Fabbri, Jimeng Sun, Bradley A. Malin
2016	J	`jnl`	A multi-institution evaluation of clinical profile anonymization. J. Am. Medical Informatics Assoc. Raymond Heatherly, Luke V. Rasmussen, Peggy L. Peissig, Jennifer A. Pacheco, Paul A. Harris, Joshua C. Denny, Bradley A. Malin
2016	Misc	`conf`	Big Data for Healthcare and Life Sciences: Learning Useful Insights from Imperfect Data. AMIA Jianying Hu, Nigam H. Shah, Bradley A. Malin, Patrick B. Ryan, Anil Jain
2016	J	`jnl`	CheapSMC: A Framework to Minimize SMC Cost in Cloud. CoRR Erman Pattuk, Murat Kantarcioglu, Huseyin Ulusoy, Bradley A. Malin
2016	B	`conf`	CheapSMC: A Framework to Minimize Secure Multiparty Computation Cost in the Cloud. DBSec Erman Pattuk, Murat Kantarcioglu, Huseyin Ulusoy, Bradley A. Malin
2016	Misc	`conf`	Learning Clinical Workflows to Identify Subgroups of Heart Failure Patients. AMIA Chao Yan, You Chen, Bo Li, David M. Liebovitz, Bradley A. Malin
2016	J	`jnl`	Optimizing annotation resources for natural language de-identification via a game theoretic framework. J. Biomed. Informatics Muqun Li, David Carrell, John S. Aberdeen, Lynette Hirschman, Jacqueline Kirby, Bo Li, Yevgeniy Vorobeychik, Bradley A. Malin
2016	A*	`conf`	Optimizing secure classification performance with privacy-aware feature selection. ICDE Erman Pattuk, Murat Kantarcioglu, Huseyin Ulusoy, Bradley A. Malin
2016	Misc	`conf`	Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients. AMIA Lina M. Sulieman, Daniel Fabbri, Fei Wang, Jianying Hu, Bradley A. Malin
2016	J	`jnl`	Preserving temporal relations in clinical data while maintaining privacy. J. Am. Medical Informatics Assoc. George Hripcsak, Parsa Mirhaji, Alexander F. H. Low, Bradley A. Malin
2015	J	`jnl`	Building bridges across electronic health record systems through inferred phenotypic topics. J. Biomed. Informatics You Chen, Joydeep Ghosh, Cosmin Adrian Bejan, Carl A. Gunter, Siddharth Gupta, Abel N. Kho, David M. Liebovitz, Jimeng Sun, Joshua C. Denny, Bradley A. Malin
2015	J	`jnl`	Design and implementation of a privacy preserving electronic health record linkage tool in Chicago. J. Am. Medical Informatics Assoc. Abel N. Kho, John P. Cashy, Kathryn L. Jackson, Adam R. Pah, Satyender Goel, Jörn Boehnke, John Eric Humphries, Scott Duke Kominers, Bala Hota, Shannon A. Sims, Bradley A. Malin, Dustin D. French, Theresa Walunas, David O. Meltzer, Erin O. Kaleba, Roderick C. Jones, William L. Galanter
2015	—	`conf`	Discovering de facto diagnosis specialties. BCB Xun Lu, Aston Zhang, Carl A. Gunter, Daniel Fabbri, David M. Liebovitz, Bradley A. Malin
2015	J	`jnl`	Genomic Privacy (Dagstuhl Seminar 15431). Dagstuhl Reports Jean-Pierre Hubaux, Stefan Katzenbeisser, Bradley A. Malin, Gene Tsudik
2015	Misc	`conf`	Inferring Clinical Workflow Efficiency via Electronic Medical Record Utilization. AMIA You Chen, Wei Xie, Carl A. Gunter, David M. Liebovitz, Sanjay Mehrotra, He Zhang, Bradley A. Malin
2015	A*	`conf`	Iterative Classification for Sanitizing Large-Scale Datasets. ICDM Bo Li, Yevgeniy Vorobeychik, Muqun Li, Bradley A. Malin
2015	—	`ch.`	Methods to Mitigate Risk of Composition Attack in Independent Data Publications. Medical Data Privacy Handbook Jiuyong Li, Sarowar A. Sattar, Muzammil M. Baig, Jixue Liu, Raymond Heatherly, Qiang Tang, Bradley A. Malin
2015	Misc	`conf`	Mining Twitter as a First Step toward Assessing the Adequacy of Gender Identification Terms on Intake Forms. AMIA Amanda Hicks, William R. Hogan, Michael W. Rutherford, Bradley A. Malin, Mengjun Xie, Christiane Fellbaum, Zhijun Yin, Daniel Fabbri, Josh Hanna, Jiang Bian
2015	Misc	`conf`	Patient privacy and "de-identified" health records in the genomic era. AMIA Jessica D. Tenenbaum, Greg Biggers, Bradley A. Malin, Lucila Ohno-Machado, Leslie Wolf
2015	J	`jnl`	Privacy in the Genomic Era. ACM Comput. Surv. Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, Xiaofeng Wang
2015	J	`jnl`	Privacy in the Genomic Era. IACR Cryptol. ePrint Arch. Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, Xiaofeng Wang
2015	A*	`conf`	Privacy-aware dynamic feature selection. ICDE Erman Pattuk, Murat Kantarcioglu, Huseyin Ulusoy, Bradley A. Malin
2015	A	`conf`	Process-Driven Data Privacy. CIKM Weiyi Xia, Murat Kantarcioglu, Zhiyu Wan, Raymond Heatherly, Yevgeniy Vorobeychik, Bradley A. Malin
2015	J	`jnl`	R-U policy frontiers for health data de-identification. J. Am. Medical Informatics Assoc. Weiyi Xia, Raymond Heatherly, Xiaofeng Ding, Jiuyong Li, Bradley A. Malin
2015	A*	`conf`	Rubik: Knowledge Guided Tensor Factorization and Completion for Health Data Analytics. KDD Yichen Wang, Robert Chen, Joydeep Ghosh, Joshua C. Denny, Abel N. Kho, You Chen, Bradley A. Malin, Jimeng Sun
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`	A probabilistic approach to mitigate composition attacks on privacy in non-coordinated environments. Knowl. Based Syst. A. H. M. Sarowar Sattar, Jiuyong Li, Jixue Liu, Raymond Heatherly, Bradley A. Malin
2014	J	`jnl`	Composite Bloom Filters for Secure Record Linkage. IEEE Trans. Knowl. Data Eng. Elizabeth Ashley Durham, Murat Kantarcioglu, Yuan Xue, Csaba Tóth, Mehmet Kuzu, Bradley A. Malin
2014	J	`jnl`	De-identification of clinical narratives through writing complexity measures. Int. J. Medical Informatics Muqun Li, David Carrell, John S. Aberdeen, Lynette Hirschman, Bradley A. Malin
2014	A*	`conf`	Decide Now or Decide Later?: Quantifying the Tradeoff between Prospective and Retrospective Access Decisions. CCS Wen Zhang, You Chen, Thaddeus Cybulski, Daniel Fabbri, Carl A. Gunter, Patrick N. Lawlor, David M. Liebovitz, Bradley A. Malin
2014	J	`jnl`	Limestone: High-throughput candidate phenotype generation via tensor factorization. J. Biomed. Informatics Joyce C. Ho, Joydeep Ghosh, Steven R. Steinhubl, Walter F. Stewart, Joshua C. Denny, Bradley A. Malin, Jimeng Sun
2014	J	`jnl`	PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records. J. Biomed. Informatics Kenney Ng, Amol Ghoting, Steven R. Steinhubl, Walter F. Stewart, Bradley A. Malin, Jimeng Sun
2014	J	`jnl`	Predicting changes in hypertension control using electronic health records from a chronic disease management program. J. Am. Medical Informatics Assoc. Jimeng Sun, Candace D. McNaughton, Ping Zhang, Adam Perer, Aris Gkoulalas-Divanis, Joshua C. Denny, Jacqueline Kirby, Thomas A. Lasko, Alexander Saip, Bradley A. Malin
2014	J	`jnl`	Privacy and Security in the Genomic Era. CoRR Muhammad Naveed, Erman Ayday, Ellen Wright Clayton, Jacques Fellay, Carl A. Gunter, Jean-Pierre Hubaux, Bradley A. Malin, Xiaofeng Wang
2014	Misc	`conf`	SOEMPI: A Secure Open Enterprise Master Patient Index Software Toolkit for Private Record Linkage. AMIA Csaba Tóth, Elizabeth Ashley Durham, Murat Kantarcioglu, Yuan Xue, Bradley A. Malin
2014	J	`jnl`	SecureMA: protecting participant privacy in genetic association meta-analysis. Bioinform. Wei Xie, Murat Kantarcioglu, William S. Bush, Dana C. Crawford, Joshua C. Denny, Raymond Heatherly, Bradley A. Malin
2014	J	`jnl`	Size matters: How population size influences genotype-phenotype association studies in anonymized data. J. Biomed. Informatics Raymond Heatherly, Joshua C. Denny, Jonathan L. Haines, Dan M. Roden, Bradley A. Malin
2014	J	`jnl`	We work with them? Healthcare workers interpretation of organizational relations mined from electronic health records. Int. J. Medical Informatics You Chen, Nancy M. Lorenzi, Steve Nyemba, Jonathan S. Schildcrout, Bradley A. Malin
2013	J	`jnl`	A practical approach to achieve private medical record linkage in light of public resources. J. Am. Medical Informatics Assoc. Mehmet Kuzu, Murat Kantarcioglu, Elizabeth Ashley Durham, Csaba Tóth, Bradley A. Malin
2013	—	`conf`	Automatic Clinical Text De-Identification: Is It Worth It, and Could It Work for Me? MedInfo Stéphane M. Meystre, Hercules Dalianis, John S. Aberdeen, Bradley A. Malin
2013	J	`jnl`	Biomedical data privacy: problems, perspectives, and recent advances. J. Am. Medical Informatics Assoc. Bradley A. Malin, Khaled El Emam, Christine M. O'Keefe
2013	—	`conf`	Efficient discovery of de-identification policy options through a risk-utility frontier. CODASPY Weiyi Xia, Raymond Heatherly, Xiaofeng Ding, Jiuyong Li, Bradley A. Malin
2013	B	`conf`	Efficient privacy-aware record integration. EDBT Mehmet Kuzu, Murat Kantarcioglu, Ali Inan, Elisa Bertino, Elizabeth Durham, Bradley A. Malin
2013	C	`conf`	Evolving role definitions through permission invocation patterns. SACMAT Wen Zhang, You Chen, Carl A. Gunter, David M. Liebovitz, Bradley A. Malin
2013	J	`jnl`	Hiding in plain sight: use of realistic surrogates to reduce exposure of protected health information in clinical text. J. Am. Medical Informatics Assoc. David Carrell, Bradley A. Malin, John S. Aberdeen, Samuel Bayer, Cheryl Clark, Ben Wellner, Lynette Hirschman
2013	Misc	`conf`	Location Bias of Identifiers in Clinical Narratives. AMIA David A. Hanauer, Qiaozhu Mei, Bradley A. Malin, Kai Zheng
2013	J	`jnl`	Mining Deviations from Patient Care Pathways via Electronic Medical Record System Audits. ACM Trans. Manag. Inf. Syst. He Zhang, Sanjay Mehrotra, David M. Liebovitz, Carl A. Gunter, Bradley A. Malin
2013	C	`conf`	Modeling and detecting anomalous topic access. ISI Siddharth Gupta, Casey Hanson, Carl A. Gunter, Mario Frank, David M. Liebovitz, Bradley A. Malin
2013	J	`jnl`	Reducing patient re-identification risk for laboratory results within research datasets. J. Am. Medical Informatics Assoc. Ravi V. Atreya, Joshua C. Smith, Allison B. McCoy, Bradley A. Malin, Randolph A. Miller
2013	—	`conf`	Requirements and Design for an Extensible Toolkit for Analyzing EMR Audit Logs. HealthTech Eric Duffy, Steve Nyemba, Carl A. Gunter, David M. Liebovitz, Bradley A. Malin
2013	—	`conf`	Scalable and robust key group size estimation for reducer load balancing in MapReduce. IEEE BigData Wei Yan, Yuan Xue, Bradley A. Malin
2013	C	`conf`	Scalable load balancing for mapreduce-based record linkage. IPCCC Wei Yan, Yuan Xue, Bradley A. Malin
2012	J	`jnl`	Anonymization of Longitudinal Electronic Medical Records. IEEE Trans. Inf. Technol. Biomed. Acar Tamersoy, Grigorios Loukides, Mehmet Ercan Nergiz, Yücel Saygin, Bradley A. Malin
2012	Misc	`conf`	Auditing Medical Records Accesses via Healthcare Interaction Networks. AMIA You Chen, Steve Nyemba, Bradley A. Malin
2012	J	`jnl`	Detecting Anomalous Insiders in Collaborative Information Systems. IEEE Trans. Dependable Secur. Comput. You Chen, Steve Nyemba, Bradley A. Malin
2012	B	`conf`	Detecting Anomalous User Behaviors in Workflow-Driven Web Applications. SRDS Xiaowei Li, Yuan Xue, Bradley A. Malin
2012	J	`jnl`	Quantifying the correctness, computational complexity, and security of privacy-preserving string comparators for record linkage. Inf. Fusion Elizabeth Durham, Yuan Xue, Murat Kantarcioglu, Bradley A. Malin
2012	Misc	`conf`	Rethinking the "Honest Broker" in the Changing Face of Security and Privacy. AMIA Luke V. Rasmussen, Brian D. Athey, Andrew D. Boyd, Bradley A. Malin, Shawn N. Murphy
2012	J	`jnl`	Secure Management of Biomedical Data With Cryptographic Hardware. IEEE Trans. Inf. Technol. Biomed. Mustafa Canim, Murat Kantarcioglu, Bradley A. Malin
2012	J	`jnl`	Specializing network analysis to detect anomalous insider actions. Secur. Informatics You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin
2012	Misc	`conf`	The Chicago Health Atlas: A Public Resource to Visualize Health Conditions and Resources in Chicago. AMIA Abel N. Kho, John P. Cashy, Bala Hota, Shannon A. Sims, Bradley A. Malin, David O. Meltzer, Erin O. Kaleba, William L. Galanter
2011	A	`conf`	A Constraint Satisfaction Cryptanalysis of Bloom Filters in Private Record Linkage. PETS Mehmet Kuzu, Murat Kantarcioglu, Elizabeth Durham, Bradley A. Malin
2011	J	`jnl`	A secure protocol for protecting the identity of providers when disclosing data for disease surveillance. J. Am. Medical Informatics Assoc. Khaled El Emam, Jun Hu, Jay Mercer, Liam Peyton, Murat Kantarcioglu, Bradley A. Malin, David L. Buckeridge, Saeed Samet, Craig Earle
2011	J	`jnl`	An entropy approach to disclosure risk assessment: Lessons from real applications and simulated domains. Decis. Support Syst. Edoardo M. Airoldi, Xue Bai, Bradley A. Malin
2011	J	`jnl`	COAT: COnstraint-based anonymization of transactions. Knowl. Inf. Syst. Grigorios Loukides, Aris Gkoulalas-Divanis, Bradley A. Malin
2011	—	`conf`	Context-Aware Anomaly Detection for Electronic Medical Record Systems. HealthSec Xiaowei Li, Yuan Xue, You Chen, Bradley A. Malin
2011	—	`conf`	Detection of anomalous insiders in collaborative environments via relational analysis of access logs. CODASPY You Chen, Bradley A. Malin
2011	J	`jnl`	Experience-Based Access Management: A Life-Cycle Framework for Identity and Access Management Systems. IEEE Secur. Priv. Carl A. Gunter, David M. Liebovitz, Bradley A. Malin
2011	J	`jnl`	Learning relational policies from electronic health record access logs. J. Biomed. Informatics Bradley A. Malin, Steve Nyemba, John Paulett
2011	C	`conf`	Leveraging social networks to detect anomalous insider actions in collaborative environments. ISI You Chen, Steve Nyemba, Wen Zhang, Bradley A. Malin
2011	J	`jnl`	Never too old for anonymity: a statistical standard for demographic data sharing via the HIPAA Privacy Rule. J. Am. Medical Informatics Assoc. Bradley A. Malin, Kathleen Benitez, Daniel R. Masys
2011	C	`conf`	Towards understanding the usage pattern of web-based electronic medical record systems. WOWMOM Xiaowei Li, Yuan Xue, Bradley A. Malin
2010	—	`conf`	Beyond safe harbor: automatic discovery of health information de-identification policy alternatives. IHI Kathleen Benitez, Grigorios Loukides, Bradley A. Malin
2010	—	`conf`	EBAM: Experience-Based Access Management for Healthcare. HealthSec Carl A. Gunter, David M. Liebovitz, Bradley A. Malin
2010	J	`jnl`	Effects of personal identifier resynthesis on clinical text de-identification. J. Am. Medical Informatics Assoc. Reyyan Yeniterzi, John S. Aberdeen, Samuel Bayer, Benjamin Wellner, Lynette Hirschman, Bradley A. Malin
2010	J	`jnl`	Evaluating re-identification risks with respect to the HIPAA privacy rule. J. Am. Medical Informatics Assoc. Kathleen Benitez, Bradley A. Malin
2010	J	`jnl`	Secure construction of k-unlinkable patient records from distributed providers. Artif. Intell. Medicine Bradley A. Malin
2010	J	`jnl`	The MITRE Identification Scrubber Toolkit: Design, training, and assessment. Int. J. Medical Informatics John S. Aberdeen, Samuel Bayer, Reyyan Yeniterzi, Benjamin Wellner, Cheryl Clark, David A. Hanauer, Bradley A. Malin, Lynette Hirschman
2010	J	`jnl`	The disclosure of diagnosis codes can breach research participants' privacy. J. Am. Medical Informatics Assoc. Grigorios Loukides, Joshua C. Denny, Bradley A. Malin
2009	J	`jnl`	COAT: COnstraint-based Anonymization of Transactions CoRR Grigorios Loukides, Aris Gkoulalas-Divanis, Bradley A. Malin
2009	J	`jnl`	Formal anonymity models for efficient privacy-preserving joins. Data Knowl. Eng. Murat Kantarcioglu, Ali Inan, Wei Jiang, Bradley A. Malin
2009	—	`ed.`	Privacy, Security, and Trust in KDD, Second ACM SIGKDD International Workshop, PinKDD 2008, Las Vegas, NV, USA, August 24, 2008, Revised Selected Papers PinKDD Francesco Bonchi, Elena Ferrari, Wei Jiang, Bradley A. Malin
2008	J	`jnl`	A Cryptographic Approach to Securely Share and Query Genomic Sequences. IEEE Trans. Inf. Technol. Biomed. Murat Kantarcioglu, Wei Jiang, Ying Liu, Bradley A. Malin
2008	C	`conf`	A Privacy-Preserving Framework for Integrating Person-Specific Databases. Privacy in Statistical Databases Murat Kantarcioglu, Wei Jiang, Bradley A. Malin
2008	J	`jnl`	PinKDD'08: privacy, security, and trust in KDD post workshop report. SIGKDD Explor. Francesco Bonchi, Elena Ferrari, Wei Jiang, Bradley A. Malin
2008	—	`ch.`	Privacy Protection: Regulations and Technologies, Opportunities and Threats. Mobility, Data Mining and Privacy Dino Pedreschi, Francesco Bonchi, Franco Turini, Vassilios S. Verykios, Maurizio Atzori, Bradley A. Malin, Bart Moelans, Yücel Saygin
2008	—	`ed.`	Privacy, Security, and Trust in KDD, First ACM SIGKDD International Workshop, PinKDD 2007, San Jose, CA, USA, August 12, 2007, Revised Selected Papers PinKDD Francesco Bonchi, Elena Ferrari, Bradley A. Malin, Yücel Saygin
2008	J	`jnl`	Recent advances in preserving privacy when mining data. Data Knowl. Eng. Francesco Bonchi, Bradley A. Malin, Yücel Saygin
2008	J	`jnl`	k-Unlinkability: A privacy protection model for distributed data. Data Knowl. Eng. Bradley A. Malin
2007	Misc	`conf`	A Modeling Environment for Patient Portals. AMIA Sean Duncavage, Janos L. Mathe, Jan Werner, Bradley A. Malin, Ákos Lédeczi, Janos Sztipanovits
2007	J	`jnl`	A computational model to protect patient data from location-based re-identification. Artif. Intell. Medicine Bradley A. Malin
2007	—	`conf`	Confidentiality Preserving Audits of Electronic Medical Record Access. MedInfo Bradley A. Malin, Edoardo M. Airoldi
2007	—	`conf`	First International Workshop on the Model-Based Design of Trustworthy Health Information Systems. MoDELS (Workshops) Ákos Lédeczi, Ruth Breu, Bradley A. Malin, Janos Sztipanovits
2007	J	`jnl`	PinKDD'07: privacy, security, and trust in KDD post-workshop report. SIGKDD Explor. Francesco Bonchi, Elena Ferrari, Bradley A. Malin, Yücel Saygin
2007	J	`jnl`	Research Paper: A Longitudinal Social Network Analysis of the Editorial Boards of Medical Informatics and Bioinformatics Journals. J. Am. Medical Informatics Assoc. Bradley A. Malin, Kathleen M. Carley
2007	J	`jnl`	Towards the security and privacy analysis of patient portals. SIGBED Rev. Janos L. Mathe, Sean Duncavage, Jan Werner, Bradley A. Malin, Ákos Lédeczi, Janos Sztipanovits
2006	A*	`conf`	Composition and Disclosure of Unlinkable Distributed Databases. ICDE Bradley A. Malin, Latanya Sweeney
2006	Misc	`conf`	Re-identification of Familial Database Records. AMIA Bradley A. Malin
2006	A	`conf`	The Effects of Location Access Behavior on Re-identification Risk in a Distributed Environment. Privacy Enhancing Technologies Bradley A. Malin, Edoardo M. Airoldi
2005	J	`jnl`	A Network Analysis Model for Disambiguation of Names in Lists. Comput. Math. Organ. Theory Bradley A. Malin, Edoardo M. Airoldi, Kathleen M. Carley
2005	Misc	`conf`	A Secure Protocol to Distribute Unlinkable Health Data. AMIA Bradley A. Malin, Latanya Sweeney
2005	A*	`conf`	Configurable Security Protocols for Multi-party Data Analysis with Malicious Participants. ICDE Bradley A. Malin, Edoardo M. Airoldi, Samuel Edoho-Eket, Yiheng Li
2005	—	`conf`	Email alias detection using social network analysis. LinkKDD Ralf Hölzer, Bradley A. Malin, Latanya Sweeney
2005	A	`conf`	Integrating Utility into Face De-identification. Privacy Enhancing Technologies Ralph Gross, Edoardo M. Airoldi, Bradley A. Malin, Latanya Sweeney
2005	J	`jnl`	Preserving Privacy by De-Identifying Face Images. IEEE Trans. Knowl. Data Eng. Elaine M. Newton, Latanya Sweeney, Bradley A. Malin
2005	J	`jnl`	Technical Evaluation: An Evaluation of the Current State of Genomic Data Privacy Protection Technology and a Roadmap for the Future. J. Am. Medical Informatics Assoc. Bradley A. Malin
2005	—	`conf`	Technologies to Defeat Fraudulent Schemes Related to Email Requests. AAAI Spring Symposium: AI Technologies for Homeland Security Edoardo M. Airoldi, Bradley A. Malin, Latanya Sweeney
2004	J	`jnl`	How (not) to protect genomic data privacy in a distributed network: using trail re-identification to evaluate and design anonymity protection systems. J. Biomed. Informatics Bradley A. Malin, Latanya Sweeney
2002	Misc	`conf`	Correlating web usage of health information with patient medical data. AMIA Bradley A. Malin
2002	Misc	`conf`	Inferring Genotype from Clinical Phenotype through a Knowledge Based Algorithm. Pacific Symposium on Biocomputing Bradley A. Malin, Latanya Sweeney
2001	Misc	`conf`	Re-identification of DNA through an automated linkage process. AMIA Bradley A. Malin, Latanya Sweeney
2000	Misc	`conf`	Determining the identifiability of DNA database entries. AMIA Bradley A. Malin, Latanya Sweeney