logo
CanyamAI summaries for academic research
language
MobileMobile
  • Phone FeatureWeChat Mini Program
EnglishEnglish
noticeNotice
BlogBlog
delete
arrow
Back
B

Bradley Malin

vanderbilt university medical center

55H-index
490Paper Count
1.2WCitation Count
Published Papers 96
Publication Date
logo
Generating synthetic multi-national longitudinal cohorts for clinically grounded HIV research
errNature Communications
IF15.7
err2026-06-22
err0
errOAAI
errZhuohui J. Liang; Zhuohang Li; Nicholas J. Jackson; Kevin H. Guo; Yanink Caro-Vega; Ronaldo I. Moreira; Fabio Paredes; Jordany Bernadin; Diana Varela; Carina Cesar; Alessandro Blasimme; Jessica M. Perkins; Amir Asiaee; Stephany N. Duda; Bradley A. Malin; Bryan E. Shepherd; Chao Yan
errShare
errSave
Translating AI research into reality: summary of the 2025 voice AI Symposium and Hackathon
errFrontiers in Digital Health
IF3.8
err2026-03-16
err0
errOAAI
errSS Samantha Salvi Cruz; JT Jamie Toghranegar; BM Bradley Malin; TM Tarun Mehra; BM Bob MacDonald; MS Marisha Speights; CN Camille Noufi; YF Yan Fossat; GF Guy Fagherrazi; NC Nicholas Cummins; AE Abir Elbeji; AB Alden Blatter; AG Alexander Gelbard; AA Arianna Arienzo; SB Sebastien Baur; KW Katie Wetstone; JP Julián Peller; RA Rhoda Au; HB Hugo Botha; AL Amir Lahav; DH Daria Hemmerling; FC Fabio Catania; JA James Anibal; SS Shumit Saha; OC Oita Coleman; HG Hortense Gallois; SA Sophia Avila Martinez; NM Nihar Mahapatra; JD Jaskanwal Deep Singh Sara; AM Aarush Mathur; RP Rupal Patel; KZ Konrad Zieliński; LK Lampros Kourtis; JL Jordan Lerner-Ellis; YC Yan Cong; HN Hoan Ngo; TT Tanya Talkar; GH Greg Hale; KC Keith Comito; SG Satrajit Ghosh; SW Stephanie Watts; SB Steven Bedrick; MP Maria Powell; JB Jean-Christophe Bélisle-Pipon; AK Andrea Krussel; IM Ishaan Mahapatra; RB Ruth Bahr; KH Karim Hanna; CK Cynthia Kostelnik; KD Katie Dorsey; MJ MyVan John; KC Kathleen Curp; AR Anaïs Rameau; TB The BridgeAI-Voice Consortium; YB Yael Bensoussan
errShare
errSave
Community medical centers struggle to produce well-calibrated clinical prediction models: Data augmentation can help
errJournal of Biomedical Informatics
IF4.5
err2026-03-11
err0
errOAAI
errKatherine E. Brown; Bradley A. Malin; Sharon E. Davis
errShare
errSave
The need to develop health data transaction disclosure requirements to balance transparency, privacy, and progressive use
errThe Lancet Digital Health
IF0
err2026-03-05
err0
errOAAI
errMatthew G Crowson; Jade Z H Tan; Jessilyn Dunn; Jay Bhatt; Zachary Schneider; Daniel Forger; Leo A Celi; Matilda Dorotic; Bradley Malin
errShare
errSave
Auditor models to suppress poor artificial intelligence predictions can improve human-artificial intelligence collaborative performance
errJournal of the American Medical Informatics Association
IF4.6
err2026-01-01
err0
errOAAI
errBrown, Katherine E.; Wrenn, Jesse O.; Jackson, Nicholas J.; Cauley, Michael R.; Collins, Benjamin X.; Novak, Laurie L.; Malin, Bradley A.; Ancker, Jessica S.
errShare
errSave
Biomedical data repositories require governance for artificial intelligence/machine learning applications at every step
errJAMIA OPEN
IF3.4
err2025-12-01
err0
PREAI
errClayton, Ellen Wright; Rose, Susannah; Nebecker, Camille; Novak, Laurie; Bensoussan, Yael; Chen, You; Collins, Benjamin X.; Cordes, Ashley; Evans, Barbara J.; Ferryman, Kadija S.; Hurst, Samantha; Jiang, Xiaoqian; Lee, Aaron Y.; McWeeney, Shannon; Parker, Jillian; Belisle-Pipon, Jean-Christophe; Rosenthal, Eric; Yin, Zhijun; Yracheta, Joseph; Malin, Bradley Adam
errShare
errSave
Advancing delirium detection through the Open Health Natural Language Processing Consortium and the Evolve to Next-Gen Accrual to Clinical Trials Network
errJOURNALS OF GERONTOLOGY SERIES A-BIOLOGICAL SCIENCES AND MEDICAL SCIENCES
IF3.8
err2025-12-01
err0
PREAI
errFu, Sunyang; Kwak, Min Ji; Ahn, Jaerong; Yue, Zhiyi; Ranganath, Shreyas; Applegate, Joseph R.; Wen, Andrew; Wang, Liwei; Li, Chenyu; Morris, Michele; Toth, Kelly M.; Girard, Timothy D.; Osborne, John D.; Kennedy, Richard E.; Garduno-Rapp, Nelly-Estefanie; Reeder, Phillip; Rousseau, Justin F.; Yan, Chao; Chen, You; Patel, Mayur B.; Murphy, Tyler J.; Malin, Bradley A.; Park, Chan Mi; Jia, Heling; Pagali, Sandeep; Palmer, Allyson K.; St Sauver, Jennifer; Sohn, Sunghwan; Bernstam, Elmer, V; Visweswaran, Shyam; Wang, Yanshan; Liu, Hongfang
errShare
errSave
A real-world data challenge: guidance for aligning data privacy compliance and fit-for-purpose usability
errHealth Affairs Scholar
IF0
err2025-11-01
err0
errOAAI
errJaffe, Dena H.; Malin, Bradley A.; Hendricks-Sturrup, Rachele M.
errShare
errSave
Introducing mCODEGPT as a zero-shot information extraction from clinical free text data tool for cancer research
errCommunications Medicine
IF6.3
err2025-10-15
err0
errOAAI
errKai Zhang; Tongtong Huang; Bradley A. Malin; Travis Osterman; Qi Long; Xiaoqian Jiang
errShare
errSave
Re-identification risk for common privacy preserving patient matching strategies when shared with de-identified demographics
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-10-01
err0
PREAI
errEliazar, Austin; Brown, James Thomas; Cinamon, Sara; Kantarcioglu, Murat; Malin, Bradley
errShare
errSave
A novel analysis methodology for assessment of re-identification risks for the National Cancer Institute cancer registry privacy preserving record linkage technique
errJOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION
IF4.6
err2025-10-01
err0
PREAI
errKantarcioglu, Murat; Howe, Will; Liu, Benmei; Petkov, Valentina; Casas-Silva, Esmeralda; Velasquez-Kolnik, Diana; Malin, Bradley A.; Penberthy, Lynne
errShare
errSave
Ethical sourcing in the context of health data supply chain management: a value sensitive design approach
errJAMIA OPEN
IF3.4
err2025-10-01
err1
PREAI
errNebeker, Camille; Belisle-Pipon, Jean Christophe; Collins, Benjamin X.; Cordes, Ashley; Ferryman, Kadija; McInnis, Brian J.; McWeeney, Shannon K.; Novak, Laurie L.; Rose, Susannah; Yracheta, Joseph M.; Williams, Ishan C.; Jiang, Xiaoqian; Clayton, Ellen W.; Malin, Bradley A.
errShare
errSave
A decade of research on genetic privacy: the findings of the GetPreCiSe Center at Vanderbilt University
errFrontiers in Genetics
IF2.8
err2025-08-29
err0
errOAAI
errChristopher Slobogin; Karli Tellis; Ellen Wright Clayton; Jay Clayton; Ayden Eilmus; Bradley A. Malin
errShare
errSave
A consensus privacy metrics framework for synthetic data
errPatterns
IF7.4
err2025-07-29
err0
errOAAI
errLisa Pilgram; Fida Kamal Dankar; Jörg Drechsler; Mark Elliot; Josep Domingo-Ferrer; Paul Francis; Murat Kantarcioglu; Linglong Kong; Bradley Malin; Krishnamurty Muralidhar; Puja Myles; Fabian Prasser; Jean Louis Raisaro; Chao Yan; Khaled El Emam
errShare
errSave
COLA-GLM: collaborative one-shot and lossless algorithms of generalized linear models for decentralized observational healthcare data
errnpj Digital Medicine
IF15.1
err2025-07-15
err0
errOAAI
errQiong Wu; Jenna M. 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 Malin; George Hripcsak; Martijn J. Schuemie; Yun Lu; Steve Drew; Jiayu Zhou; David A. Asch; Yong Chen
errShare
errSave
Computational strategic recruitment for representation and coverage studied in the All of Us Research Program
errnpj Digital Medicine
IF15.1
err2025-07-03
err0
errOAAI
errVictor A. Borza; Qingxia Chen; Ellen W. Clayton; Murat Kantarcioglu; Lina Sulieman; Yevgeniy Vorobeychik; Bradley A. Malin
errShare
errSave
Representative Subsampling and Clinical Impact in the National Sleep Research Resource
errSLEEP
IF4.9
err2025-05-19
err0
PREAI
errBorza, Victor; Upender, Raghu; Malin, Bradley
errShare
errSave
From GPT to DeepSeek: Significant gaps remain in realizing AI in healthcare
errJOURNAL OF BIOMEDICAL INFORMATICS
IF4.5
err2025-03-01
err1
PREAI
errPeng, Yifan; Malin, Bradley A.; Rousseau, Justin F.; Wang, Yanshan; Xu, Zihan; Xu, Xuhai; Weng, Chunhua; Bian, Jiang
errShare
errSave
Improving medical machine learning models with generative balancing for equity and excellence
errNPJ DIGITAL MEDICINE
IF15.1
err2025-02-14
err0
errOAAI
errTheodorou, Brandon; Danek, Benjamin; Tummala, Venkat; Kumar, Shivam Pankaj; Malin, Bradley; Sun, Jimeng
errShare
errSave
Sentiment Dynamics Among Informal Caregivers in Web-Based Alzheimer Communities: Systematic Analysis of Emotional Support and Interaction Patterns
errJMIR AGING
IF4.8
err2024-12-04
err0
errOAAI
errNi, Congning; Song, Qingyuan; Chen, Qingxia; Song, Lijun; Commiskey, Patricia; Stratton, Lauren; Malin, Bradley; Yin, Zhijun
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
A
Alan C. Evans
H-index: 191 · Papers: 1.2K
P
Paul Flicek
H-index: 167 · Papers: 522
D
Dan M. Roden
H-index: 147 · Papers: 1.5K
J
Jonathan L. Haines
H-index: 128 · Papers: 1.1K
D
Douglas R. Lowy
H-index: 126 · Papers: 557
View more