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ORCIDBradley A. Malin
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- affiliation: Vanderbilt University, School of Medicine, Nashville, TN, USA
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2020 – today
- 2024
[j89]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:
Evaluating site-of-care-related racial disparities in kidney graft failure using a novel federated learning framework. J. Am. Medical Informatics Assoc. 31(6): 1303-1312 (2024)- [j88]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:
Large language models facilitate the generation of electronic health record phenotyping algorithms. J. Am. Medical Informatics Assoc. 31(9): 1994-2001 (2024) - [j87]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:
Leveraging generative AI for clinical evidence synthesis needs to ensure trustworthiness. J. Biomed. Informatics 153: 104640 (2024) - [j86]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:
Leveraging generative AI to prioritize drug repurposing candidates for Alzheimer's disease with real-world clinical validation. npj Digit. Medicine 7(1) (2024) - [c109]Huan He, William Hao, Yuanzhe Xi, Yong Chen, Bradley A. Malin, Joyce C. Ho:
A Flexible Generative Model for Heterogeneous Tabular EHR with Missing Modality. ICLR 2024 - [c108]James Thomas Brown, Ellen Wright Clayton, Michael E. Matheny, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin:
Robin Hood: A De-identification Method to Preserve Minority Representation for Disparities Research. PSD 2024: 67-83 - [i36]Wendi Cui, Jiaxin Zhang, Zhuohang Li, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan:
DCR-Consistency: Divide-Conquer-Reasoning for Consistency Evaluation and Improvement of Large Language Models. CoRR abs/2401.02132 (2024) - [i35]Wendi Cui, Jiaxin Zhang, Zhuohang Li, Hao Sun, Damien Lopez, Kamalika Das, Bradley A. Malin, Kumar Sricharan:
PhaseEvo: Towards Unified In-Context Prompt Optimization for Large Language Models. CoRR abs/2402.11347 (2024) - [i34]Tao Zhang, Rajagopal Venkatesaramani, Rajat K. De, Bradley A. Malin, Yevgeniy Vorobeychik:
A Game-Theoretic Approach to Privacy-Utility Tradeoff in Sharing Genomic Summary Statistics. CoRR abs/2406.01811 (2024) - [i33]Victor A. Borza, Andrew Estornell, Chien-Ju Ho, Bradley A. Malin, Yevgeniy Vorobeychik:
Dataset Representativeness and Downstream Task Fairness. CoRR abs/2407.00170 (2024) - [i32]Victor A. Borza, Andrew Estornell, Ellen Wright Clayton, Chien-Ju Ho, Russell Rothman, Yevgeniy Vorobeychik, Bradley A. Malin:
Adaptive Recruitment Resource Allocation to Improve Cohort Representativeness in Participatory Biomedical Datasets. CoRR abs/2408.01375 (2024) - [i31]Tao Zhang, Bradley A. Malin, Netanel Raviv, Yevgeniy Vorobeychik:
Confounding Privacy and Inverse Composition. CoRR abs/2408.12010 (2024) - 2023
- [j85]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:
Managing re-identification risks while providing access to the All of Us research program. J. Am. Medical Informatics Assoc. 30(5): 907-914 (2023) - [j84]Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik:
Defending Against Membership Inference Attacks on Beacon Services. ACM Trans. Priv. Secur. 26(3): 42:1-42:32 (2023) - [c107]Jiaxin Zhang, Zhuohang Li, Kamalika Das, Bradley A. Malin, Kumar Sricharan:
SAC³: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency. EMNLP (Findings) 2023: 15445-15458 - [i30]Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik:
Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics. CoRR abs/2302.01763 (2023) - [i29]Zhuohang Li, Chao Yan, Xinmeng Zhang, Gharib Gharibi, Zhijun Yin, Xiaoqian Jiang, Bradley A. Malin:
Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics. CoRR abs/2308.11027 (2023) - [i28]Zhijun Yin, Lauren Stratton, Qingyuan Song, Congning Ni, Lijun Song, Patricia A. Commiskey, Qingxia Chen, Mónica Moreno, Sam Fazio, Bradley A. Malin:
Learning From Peers: A Survey of Perception and Utilization of Online Peer Support Among Informal Dementia Caregivers. CoRR abs/2309.00154 (2023) - [i27]Jiaxin Zhang, Zhuohang Li, Kamalika Das, Bradley A. Malin, Kumar Sricharan:
SAC3: Reliable Hallucination Detection in Black-Box Language Models via Semantic-aware Cross-check Consistency. CoRR abs/2311.01740 (2023) - [i26]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:
Leveraging Generative AI for Clinical Evidence Summarization Needs to Achieve Trustworthiness. CoRR abs/2311.11211 (2023) - 2022
- [j83]J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin:
Dynamically adjusting case reporting policy to maximize privacy and public health utility in the face of a pandemic. J. Am. Medical Informatics Assoc. 29(5): 853-863 (2022) - [j82]Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin:
Forecasting the future clinical events of a patient through contrastive learning. J. Am. Medical Informatics Assoc. 29(9): 1584-1592 (2022) - [j81]Ziqi Zhang, Chao Yan, Bradley A. Malin:
Keeping synthetic patients on track: feedback mechanisms to mitigate performance drift in longitudinal health data simulation. J. Am. Medical Informatics Assoc. 29(11): 1890-1898 (2022) - [j80]Ellen Wright Clayton, Peter J. Embí, Bradley A. Malin:
Dobbs and the future of health data privacy for patients and healthcare organizations. J. Am. Medical Informatics Assoc. 30(1): 155-160 (2022) - [j79]Ziqi Zhang, Chao Yan, Bradley A. Malin:
Membership inference attacks against synthetic health data. J. Biomed. Informatics 125: 103977 (2022) - [c106]Chao Yan, Yao Yan, Ziqi Zhang, Zhiyu Wan, Justin Guinney, Sean D. Mooney, Bradley A. Malin:
Assessing Machine Learning Based Generators for Synthetic Electronic Health Records: A Benchmarking. AMIA 2022 - [c105]Victor A. Borza, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin:
A Representativeness-informed Model for Research Record Selection from Electronic Medical Record Systems. AMIA 2022 - [c104]James Thomas Brown, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin:
Supporting COVID-19 Disparity Investigations with Dynamically Adjusting Case Reporting Policies. AMIA 2022 - [c103]Gamze Gürsoy, Bradley A. Malin, Erman Ayday, Ellen Wright Clayton:
How to Achieve Privacy in Large Diverse Health Systems. AMIA 2022 - [c102]Weiyi Xia, Yongtai Liu, Zhiyu Wan, Yevgeniy Vorobeychik, Murat Kantarcioglu, Ellen Wright Clayton, Bradley A. Malin:
A Scalable Tool for Realistic Health Data Re-identification Risk Assessment. AMIA 2022 - [c101]Abinitha Gourabathina, Zhiyu Wan, J. Thomas Brown, Chao Yan, Bradley A. Malin:
Privacy-Preserving Publishing of Individual-Level Pandemic Data Based on a Game Theoretic Model. BIBM 2022: 961-968 - [c100]Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin:
GINN: Fast GPU-TEE Based Integrity for Neural Network Training. CODASPY 2022: 4-15 - [c99]Congning Ni, Bradley A. Malin, Lijun Song, Angela L. Jefferson, Patricia Commiskey, Zhijun Yin:
"Rough Day ... Need a Hug": Learning Challenges and Experiences of the Alzheimer's Disease and Related Dementia Caregivers on Reddit. ICWSM 2022: 711-722 - [c98]Xinmeng Zhang, Zhiyu Wan, Chao Yan, J. Thomas Brown, Weiyi Xia, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin:
How Adversarial Assumptions Influence Re-identification Risk Measures: A COVID-19 Case Study. PSD 2022: 361-374 - [i25]Steve Nyemba, Chao Yan, Ziqi Zhang, Amol Rajmane, Pablo Meyer, Prithwish Chakraborty, Bradley A. Malin:
Distillation to Enhance the Portability of Risk Models Across Institutions with Large Patient Claims Database. CoRR abs/2207.02445 (2022) - [i24]Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D. Mooney, Bradley A. Malin:
A Multifaceted Benchmarking of Synthetic Electronic Health Record Generation Models. CoRR abs/2208.01230 (2022) - [i23]Chris Clifton, Bradley A. Malin, Anna Oganian, Ramesh Raskar, Vivek Sharma:
A Roadmap for Greater Public Use of Privacy-Sensitive Government Data: Workshop Report. CoRR abs/2208.01636 (2022) - [i22]Daniela A. Wiepert, Bradley A. Malin, Joseph R. Duffy, Rene L. Utianski, John L. Stricker, David T. Jones, Hugo Botha:
Risk of re-identification for shared clinical speech recordings. CoRR abs/2210.09975 (2022) - 2021
- [j78]Eugene Jeong, Sarah Osmundson, Cheng Gao, Digna Velez Edwards, Bradley A. Malin, You Chen:
Learning the impact of acute and chronic diseases on forecasting neonatal encephalopathy. Comput. Methods Programs Biomed. 211: 106397 (2021) - [j77]Ziqi Zhang, Chao Yan, Thomas A. Lasko, Jimeng Sun, Bradley A. Malin:
SynTEG: a framework for temporal structured electronic health data simulation. J. Am. Medical Informatics Assoc. 28(3): 596-604 (2021) - [j76]Bob Chen, Wael Alrifai, Cheng Gao, Barrett Jones, Laurie L. Novak, Nancy M. Lorenzi, Daniel J. France, Bradley A. Malin, You Chen:
Mining tasks and task characteristics from electronic health record audit logs with unsupervised machine learning. J. Am. Medical Informatics Assoc. 28(6): 1168-1177 (2021) - [j75]Chao Yan, Cheng Gao, Ziqi Zhang, Wencong Chen, Bradley A. Malin, Eugene Wesley Ely, Mayur B. Patel, You Chen:
Predicting brain function status changes in critically ill patients via Machine learning. J. Am. Medical Informatics Assoc. 28(11): 2412-2422 (2021) - [j74]Xinmeng Zhang, Chao Yan, Bradley A. Malin, Mayur B. Patel, You Chen:
Predicting next-day discharge via electronic health record access logs. J. Am. Medical Informatics Assoc. 28(12): 2670-2680 (2021) - [j73]Cheng Ye, Bradley A. Malin, Daniel Fabbri:
Leveraging medical context to recommend semantically similar terms for chart reviews. BMC Medical Informatics Decis. Mak. 21(1): 353 (2021) - [j72]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:
Building a best-in-class automated de-identification tool for electronic health records through ensemble learning. Patterns 2(6): 100255 (2021) - [j71]Nitish M. Uplavikar, Bradley A. Malin, Wei Jiang:
Lucene-P$^2$2: A Distributed Platform for Privacy-Preserving Text-Based Search. IEEE Trans. Dependable Secur. Comput. 18(6): 2801-2819 (2021) - [c97]Chao Yan, Steve Nyemba, Kelsey R. Mayo, Ziqi Zhang, Francis Ratsimbazafy, Bradley A. Malin:
Synthetic Data to Support Engineering and Demonstrations in the All of Us Research Program. AMIA 2021 - [c96]Cheng Gao, Bradley A. Malin, You Chen:
Telehealth Uptake and Continuing Usage During the COVID-19 Pandemic. AMIA 2021 - [c95]Yongtai Liu, Douglas Conway, Zhiyu Wan, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin:
De-identifying Socioeconomic Data at the Census Tract Level for Medical Research Through Constraint-based Clustering. AMIA 2021 - [c94]Xinmeng Zhang, Chao Yan, Mayur B. Patel, Bradley A. Malin, You Chen:
Predicting Next-Day Discharge via Electronic Health Record Audit Logs. AMIA 2021 - [c93]Ziqi Zhang, Chao Yan, Xinmeng Zhang, Steve Nyemba, Bradley A. Malin:
CCF-CL: Forecasting the Clinical Status of a Patient Through Contrastive Learning. AMIA 2021 - [c92]You Chen, Mhd Wael Alrifai, Yang Gong, Rhodes Evan, Jason Slagle, Bradley A. Malin, Daniel J. France:
Perioperative Care Structures and Non-Routine Events: Network Analysis. MedInfo 2021: 359-363 - [c91]Cheng Gao, Sarah Osmundson, Bradley A. Malin, You Chen:
Telehealth Use in the COVID-19 Pandemic: A Retrospective Study of Prenatal Care. MedInfo 2021: 503-507 - [c90]Cheng Gao, Bradley A. Malin, You Chen:
Telehealth Uptake into Primary Care During the COVID-19 Pandemic. MedInfo 2021: 1032-1033 - [c89]Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Cao Xiao, Jimeng Sun:
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. MLHC 2021: 260-282 - [d1]Rajagopal Venkatesaramani, Bradley A. Malin, Yevgeniy Vorobeychik:
Re-identification of Individuals in Genomic Datasets Using Public Face Images. Zenodo, 2021
- [i21]Rajagopal Venkatesaramani, Bradley A. Malin, Yevgeniy Vorobeychik:
Re-identification of Individuals in Genomic Datasets Using Public Face Images. CoRR abs/2102.08557 (2021) - [i20]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, Parthasararathy Suryanarayanan, Italo Buleje, Shannon Harrer, Sarah Miller, Amol Rajmane, Colin Walsh, Jonathan Wanderer, Gigi Y. Yuen-Reed, Kenney Ng, Daby Sow, Bradley A. Malin:
Blending Knowledge in Deep Recurrent Networks for Adverse Event Prediction at Hospital Discharge. CoRR abs/2104.04377 (2021) - [i19]J. Thomas Brown, Chao Yan, Weiyi Xia, Zhijun Yin, Zhiyu Wan, Aris Gkoulalas-Divanis, Murat Kantarcioglu, Bradley A. Malin:
Dynamically Adjusting Case-Reporting Policy to Maximize Privacy and Utility in the Face of a Pandemic. CoRR abs/2106.14649 (2021) - [i18]Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik:
Defending Against Membership Inference Attacks on Beacon Services. CoRR abs/2112.13301 (2021) - 2020
- [j70]Ziqi Zhang, Chao Yan, Diego A. Mesa, Jimeng Sun, Bradley A. Malin:
Ensuring electronic medical record simulation through better training, modeling, and evaluation. J. Am. Medical Informatics Assoc. 27(1): 99-108 (2020) - [j69]David S. Carrell, Bradley A. Malin, David J. Cronkite, John S. Aberdeen, Cheryl Clark, Muqun (Rachel) Li, Dikshya Bastakoty, Steve Nyemba, Lynette Hirschman:
Resilience of clinical text de-identified with "hiding in plain sight" to hostile reidentification attacks by human readers. J. Am. Medical Informatics Assoc. 27(9): 1374-1382 (2020) - [j68]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:
SCOR: A secure international informatics infrastructure to investigate COVID-19. J. Am. Medical Informatics Assoc. 27(11): 1721-1726 (2020) - [j67]Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen:
Predicting Missing Values in Medical Data Via XGBoost Regression. J. Heal. Informatics Res. 4(4): 383-394 (2020) - [c88]Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin:
Generating Electronic Health Records with Multiple Data Types and Constraints. AMIA 2020 - [c87]Barrett Jones, Xinmeng Zhang, Bradley A. Malin, You Chen:
Learning Tasks of Pediatric Providers from Electronic Health Record Audit Logs. AMIA 2020 - [c86]Stéphane M. Meystre, Jonathan C. Silverstein, Guergana Savova, Valentina Petkov, Bradley A. Malin:
De-Identification of Clinical Text: Stakeholders' Perspectives and Acceptance of Automatic De-Identification. AMIA 2020 - [c85]Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin:
To Warn or Not to Warn: Online Signaling in Audit Games. ICDE 2020: 481-492 - [c84]Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin:
A Framework for Privacy-Preserving Genomic Data Analysis Using Trusted Execution Environments. TPS-ISA 2020: 138-147 - [i17]Mustafa Safa Özdayi, Murat Kantarcioglu, Bradley A. Malin:
Leveraging Blockchain for Immutable Logging and Querying Across Multiple Sites. CoRR abs/2001.08529 (2020) - [i16]Chao Yan, Ziqi Zhang, Steve Nyemba, Bradley A. Malin:
Generating Electronic Health Records with Multiple Data Types and Constraints. CoRR abs/2003.07904 (2020) - [i15]Aref Asvadishirehjini, Murat Kantarcioglu, Bradley A. Malin:
GOAT: GPU Outsourcing of Deep Learning Training With Asynchronous Probabilistic Integrity Verification Inside Trusted Execution Environment. CoRR abs/2010.08855 (2020) - [i14]Siddharth Biswal, Soumya Ghosh, Jon Duke, Bradley A. Malin, Walter F. Stewart, Jimeng Sun:
EVA: Generating Longitudinal Electronic Health Records Using Conditional Variational Autoencoders. CoRR abs/2012.10020 (2020)
2010 – 2019
- 2019
- [j66]Zhijun Yin, Lina M. Sulieman, Bradley A. Malin:
A systematic literature review of machine learning in online personal health data. J. Am. Medical Informatics Assoc. 26(6): 561-576 (2019) - [j65]David S. Carrell, David J. Cronkite, Muqun (Rachel) Li, Steve Nyemba, Bradley A. Malin, John S. Aberdeen, Lynette Hirschman:
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. 26(12): 1536-1544 (2019) - [j64]Cheng Gao, Sarah Osmundson, Digna Velez Edwards, Gretchen Purcell Jackson, Bradley A. Malin, You Chen:
Deep learning predicts extreme preterm birth from electronic health records. J. Biomed. Informatics 100 (2019) - [j63]Alexandros Mittos, Bradley A. Malin, Emiliano De Cristofaro:
Systematizing Genome Privacy Research: A Privacy-Enhancing Technologies Perspective. Proc. Priv. Enhancing Technol. 2019(1): 87-107 (2019) - [j62]Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin:
Database Audit Workload Prioritization via Game Theory. ACM Trans. Priv. Secur. 22(3): 17:1-17:21 (2019) - [c83]Cheng Gao, Chao Yan, Bradley A. Malin, You Chen:
Corpus Size Influences Clinical Concept Embeddings. AMIA 2019 - [c82]Yongtai Liu, Chao Yan, Zhijun Yin, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Bradley A. Malin:
Biomedical Research Cohort Membership Disclosure on Social Media. AMIA 2019 - [c81]Grayson Ruhl, James Hazel, Ellen Wright Clayton, Bradley A. Malin:
Public Attitudes Toward Direct to Consumer Genetic Testing. AMIA 2019 - [c80]Lina M. Sulieman, Zhijun Yin, Bradley A. Malin:
Why Patient Portal Messages Indicate Risk of Readmission for Patients with Ischemic Heart Disease. AMIA 2019 - [c79]Zhijun Yin, Jeremy L. Warner, Qingxia Chen, Bradley A. Malin:
Patient Messaging Content Associated with Initiating Hormonal Therapy after a Breast Cancer Diagnosis. AMIA 2019 - [c78]Cheng Gao, Abel N. Kho, Sarah Osmundson, Bradley A. Malin, You Chen:
Obstetric Patients with Repetitious Hospital Location Transfers Have Prolonged Stays. ICHI 2019: 1-8 - [c77]Cheng Gao, Chao Yan, Sarah Osmundson, Bradley A. Malin, You Chen:
A Deep Learning Approach to Predict Neonatal Encephalopathy from Electronic Health Records. ICHI 2019: 1-7 - [c76]Chao Yan, Cheng Gao, Xinmeng Zhang, You Chen, Bradley A. Malin:
Deep Imputation of Temporal Data. ICHI 2019: 1-3 - [c75]Xinmeng Zhang, Chao Yan, Cheng Gao, Bradley A. Malin, You Chen:
XGBoost Imputation for Time Series Data. ICHI 2019: 1-3 - [c74]Cheng Gao, Sarah Osmundson, Xiaowei Yan, Digna Velez Edwards, Bradley A. Malin, You Chen:
Learning to Identify Severe Maternal Morbidity from Electronic Health Records. MedInfo 2019: 143-147 - [c73]Cheng Gao, Sarah Osmundson, Xiaowei Yan, Digna Velez Edwards, Bradley A. Malin, You Chen:
Leveraging Electronic Health Records to Learn Progression Path for Severe Maternal Morbidity. MedInfo 2019: 148-152 - [c72]Imrul Chowdhury Anindya, Murat Kantarcioglu, Bradley A. Malin:
Determining the Impact of Missing Values on Blocking in Record Linkage. PAKDD (3) 2019: 262-274 - [c71]Jette Henderson, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Jimeng Sun, Joydeep Ghosh, Joyce C. Ho:
CP Tensor Decomposition with Cannot-Link Intermode Constraints. SDM 2019: 711-719 - [c70]Rajagopal Venkatesaramani, Doug Downey, Bradley A. Malin, Yevgeniy Vorobeychik:
A Semantic Cover Approach for Topic Modeling. *SEM@NAACL-HLT 2019: 92-102 - [i13]Zhijun Yin, Lijun Song, Ellen Wright Clayton, Bradley A. Malin:
Health and Kinship Matter: Learning About Direct-To-Consumer Genetic Testing User Experiences via Online Discussions. CoRR abs/1904.02065 (2019) - [i12]Chao Yan, Haifeng Xu, Yevgeniy Vorobeychik, Bo Li, Daniel Fabbri, Bradley A. Malin:
To Warn or Not to Warn: Online Signaling in Audit Games. CoRR abs/1905.06946 (2019) - 2018
- [j61]Weiyi Xia, Zhiyu Wan, Zhijun Yin, James Gaupp, Yongtai Liu, Ellen Wright Clayton, Murat Kantarcioglu, Yevgeniy Vorobeychik, Bradley A. Malin:
It's all in the timing: calibrating temporal penalties for biomedical data sharing. J. Am. Medical Informatics Assoc. 25(1): 25-31 (2018) - [j60]You Chen, Mayur B. Patel, Candace D. McNaughton, Bradley A. Malin:
Interaction patterns of trauma providers are associated with length of stay. J. Am. Medical Informatics Assoc. 25(7): 790-799 (2018) - [j59]Zhijun Yin, Morgan Harrell, Jeremy L. Warner, Qingxia Chen, Daniel Fabbri, Bradley A. Malin:
The therapy is making me sick: how online portal communications between breast cancer patients and physicians indicate medication discontinuation. J. Am. Medical Informatics Assoc. 25(11): 1444-1451 (2018) - [j58]You Chen, Abel N. Kho, David M. Liebovitz, Catherine Ivory, Sarah Osmundson, Jiang Bian, Bradley A. Malin:
Learning bundled care opportunities from electronic medical records. J. Biomed. Informatics 77: 1-10 (2018) - [j57]Jejo D. Koola, Sharon E. Davis, Omar Al-Nimri, Sharidan K. Parr, Daniel Fabbri, Bradley A. Malin, Samuel B. Ho, Michael E. Matheny:
Development of an automated phenotyping algorithm for hepatorenal syndrome. J. Biomed. Informatics 80: 87-95 (2018) - [j56]Erman Ayday, Xiaoqian Jiang, Bradley A. Malin:
GenoPri'16: International Workshop on Genome Privacy and Security. IEEE ACM Trans. Comput. Biol. Bioinform. 15(5): 1403-1404 (2018) - [c69]Joseph R. Coco, Cheng Ye, Chen Hajaj, Yevgeniy Vorobeychik, Joshua C. Denny, Laurie L. Novak, Bradley A. Malin, Thomas A. Lasko, Daniel Fabbri:
Crowdsourcing Clinical Chart Reviews. AMIA 2018 - [c68]Jette Henderson, Huan He, Bradley A. Malin, Joshua C. Denny, Abel N. Kho, Joydeep Ghosh, Joyce C. Ho:
Phenotyping through Semi-Supervised Tensor Factorization (PSST). AMIA 2018 - [c67]Yongtai Liu, Zhiyu Wan, Weiyi Xia, Murat Kantarcioglu, Yevgeniy Vorobeychik, Ellen Wright Clayton, Abel N. Kho, David S. Carrell, Bradley A. Malin:
Detecting the Presence of an Individual in Phenotypic Summary Data. AMIA 2018 - [c66]Zhijun Yin, Jeremy L. Warner, Bradley A. Malin:
Learning When Communications Between Healthcare Providers Indicate Hormonal Therapy Medication Discontinuation. AMIA 2018 - [c65]Chao Yan, Zhijun Yin, Stanley Xiang, You Chen, Yevgeniy Vorobeychik, Daniel Fabbri, Abel N. Kho, David M. Liebovitz, Bradley A. Malin:
Mining the Best Observational Window to Model Social Phenomena. CIC 2018: 46-55 - [c64]Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin:
Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. ICDE 2018: 1304-1307 - [i11]Chao Yan, Bo Li, Yevgeniy Vorobeychik, Aron Laszka, Daniel Fabbri, Bradley A. Malin:
Get Your Workload in Order: Game Theoretic Prioritization of Database Auditing. CoRR abs/1801.07215 (2018) - [i10]Jette Henderson, Bradley A. Malin, Joyce C. Ho, Joydeep Ghosh:
PIVETed-Granite: Computational Phenotypes through Constrained Tensor Factorization. CoRR abs/1808.02602 (2018) - 2017
- [j55]Jean-Pierre Hubaux, Stefan Katzenbeisser, Bradley A. Malin:
Genomic Data Privacy and Security: Where We Stand and Where We Are Heading. IEEE Secur. Priv. 15(5): 10-12 (2017) - [j54]