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Bradley Malin, Ph.D. - Publications

Affiliations: 
2006 Carnegie Mellon University, Pittsburgh, PA 
Area:
Computer Science
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64 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2024 Li Z, Yan C, Zhang X, Gharibi G, Yin Z, Jiang X, Malin BA. Split Learning for Distributed Collaborative Training of Deep Learning Models in Health Informatics. Amia ... Annual Symposium Proceedings. Amia Symposium. 2023: 1047-1056. PMID 38222326  0.419
2023 Li B, Shi X, Gao H, Jiang X, Zhang K, Harmanci AO, Malin B. Enhancing Fairness in Disease Prediction with Optimizing Multiple Domain Adversarial Networks. Biorxiv : the Preprint Server For Biology. PMID 37609241 DOI: 10.1101/2023.08.04.551906  0.436
2023 Mayo KR, Basford MA, Carroll RJ, Dillon M, Fullen H, Leung J, Master H, Rura S, Sulieman L, Kennedy N, Banks E, Bernick D, Gauchan A, Lichtenstein L, Mapes BM, ... ... Malin B, et al. The Data and Research Center: Creating a Secure, Scalable, and Sustainable Ecosystem for Biomedical Research. Annual Review of Biomedical Data Science. 6: 443-464. PMID 37561600 DOI: 10.1146/annurev-biodatasci-122120-104825  0.74
2023 Gourabathina A, Wan Z, Thomas Brown J, Yan C, Malin BA. PanDa Game: Optimized Privacy-Preserving Publishing of Individual-Level Pandemic Data Based on a Game Theoretic Model. Ieee Transactions On Nanobioscience. PMID 37289605 DOI: 10.1109/TNB.2023.3284092  0.307
2022 Miller CN, Althoff KN, Schlueter DJ, Anton-Culver H, Chen Q, Garbett S, Ratsimbazafy F, Thomsen I, Karlson EW, Cicek M, Pinto LA, Malin BA, Ohno-Machado L, Williams C, Goldstein D, et al. Concordance of SARS-CoV-2 Antibody Results during a Period of Low Prevalence. Msphere. e0025722. PMID 36173112 DOI: 10.1128/msphere.00257-22  0.519
2021 Zhang Z, Yan C, Malin BA. Membership inference attacks against synthetic health data. Journal of Biomedical Informatics. 125: 103977. PMID 34920126 DOI: 10.1016/j.jbi.2021.103977  0.344
2021 Althoff KN, Schlueter DJ, Anton-Culver H, Cherry J, Denny JC, Thomsen I, Karlson EW, Havers FP, Cicek MS, Thibodeau SN, Pinto LA, Lowy D, Malin BA, Ohno-Machado L, Williams C, et al. Antibodies to SARS-CoV-2 in All of Us Research Program Participants, January 2-March 18, 2020. Clinical Infectious Diseases : An Official Publication of the Infectious Diseases Society of America. PMID 34128970 DOI: 10.1093/cid/ciab519  0.537
2020 Raisaro JL, Marino F, Troncoso-Pastoriza J, Beau-Lejdstrom R, Bellazzi R, Murphy R, Bernstam EV, Wang H, Bucalo M, Chen Y, Gottlieb A, Harmanci A, Kim M, Kim Y, Klann J, ... ... Malin BA, et al. SCOR: A secure international informatics infrastructure to investigate COVID-19. Journal of the American Medical Informatics Association : Jamia. PMID 32918447 DOI: 10.1093/Jamia/Ocaa172  0.514
2020 Ozdayi MS, Kantarcioglu M, Malin B. Leveraging blockchain for immutable logging and querying across multiple sites. Bmc Medical Genomics. 13: 82. PMID 32693807 DOI: 10.1186/S12920-020-0721-2  0.308
2020 Dankar FK, Gergely M, Malin B, Badji R, Dankar SK, Shuaib K. Dynamic-informed consent: A potential solution for ethical dilemmas in population sequencing initiatives. Computational and Structural Biotechnology Journal. 18: 913-921. PMID 32346464 DOI: 10.1016/J.Csbj.2020.03.027  0.329
2019 Sulieman L, Yin Z, Malin BA. Why Patient Portal Messages Indicate Risk of Readmission for Patients with Ischemic Heart Disease. Amia ... Annual Symposium Proceedings. Amia Symposium. 2019: 828-837. PMID 32308879  0.69
2019 Yin Z, Sulieman LM, Malin BA. A systematic literature review of machine learning in online personal health data. Journal of the American Medical Informatics Association : Jamia. PMID 30908576 DOI: 10.1093/jamia/ocz009  0.687
2018 Malin B, Goodman K. Between Access and Privacy: Challenges in Sharing Health Data. Yearbook of Medical Informatics. 27: 55-59. PMID 30157505 DOI: 10.1055/S-0038-1641216  0.428
2018 Dyke SOM, Linden M, Lappalainen I, De Argila JR, Carey K, Lloyd D, Spalding JD, Cabili MN, Kerry G, Foreman J, Cutts T, Shabani M, Rodriguez LL, Haeussler M, Walsh B, ... ... Malin BA, et al. Registered access: authorizing data access. European Journal of Human Genetics : Ejhg. PMID 30069064 DOI: 10.1038/S41431-018-0219-Y  0.509
2018 Ye C, Coco J, Epishova A, Hajaj C, Bogardus H, Novak L, Denny J, Vorobeychik Y, Lasko T, Malin B, Fabbri D. A Crowdsourcing Framework for Medical Data Sets. Amia Joint Summits On Translational Science Proceedings. Amia Joint Summits On Translational Science. 2017: 273-280. PMID 29888085  0.308
2018 Ayday E, Jiang X, Malin B. GenoPri'16: International Workshop on Genome Privacy and Security Ieee/Acm Transactions On Computational Biology and Bioinformatics. 15: 1403-1404. DOI: 10.1109/Tcbb.2018.2856959  0.493
2017 Wang S, Jiang X, Tang H, Wang X, Bu D, Carey K, Dyke SO, Fox D, Jiang C, Lauter K, Malin B, Sofia H, Telenti A, Wang L, Wang W, et al. A community effort to protect genomic data sharing, collaboration and outsourcing. Npj Genomic Medicine. 2: 33. PMID 29263842 DOI: 10.1038/S41525-017-0036-1  0.577
2017 Fabbri D, Frisse ME, Malin B. The Need for Better Data Breach Statistics. Jama Internal Medicine. 177: 1696. PMID 29114790 DOI: 10.1001/Jamainternmed.2017.4913  0.369
2017 Li B, Vorobeychik Y, Li M, Malin B. Scalable Iterative Classification for Sanitizing Large-Scale Datasets. Ieee Transactions On Knowledge and Data Engineering. 29: 698-711. PMID 28943741 DOI: 10.1109/Tkde.2016.2628180  0.417
2017 Wan Z, Vorobeychik Y, Kantarcioglu M, Malin B. Controlling the signal: Practical privacy protection of genomic data sharing through Beacon services. Bmc Medical Genomics. 10: 39. PMID 28786360 DOI: 10.1186/S12920-017-0282-1  0.407
2017 Wan Z, Vorobeychik Y, Xia W, Clayton EW, Kantarcioglu M, Malin B. Expanding Access to Large-Scale Genomic Data While Promoting Privacy: A Game Theoretic Approach. American Journal of Human Genetics. PMID 28065469 DOI: 10.1016/J.Ajhg.2016.12.002  0.424
2016 Sulieman L, Fabbri D, Wang F, Hu J, Malin BA. Predicting Negative Events: Using Post-discharge Data to Detect High-Risk Patients. Amia ... Annual Symposium Proceedings. Amia Symposium. 2016: 1169-1178. PMID 28269914  0.682
2016 Yuan J, Malin B, Modave F, Guo Y, Hogan WR, Shenkman E, Bian J. Towards a Privacy Preserving Cohort Discovery Framework for Clinical Research Networks. Journal of Biomedical Informatics. PMID 28007583 DOI: 10.1016/J.Jbi.2016.12.008  0.411
2016 Tang H, Jiang X, Wang X, Wang S, Sofia H, Fox D, Lauter K, Malin B, Telenti A, Xiong L, Ohno-Machado L. Protecting genomic data analytics in the cloud: state of the art and opportunities. Bmc Medical Genomics. 9: 63. PMID 27733153 DOI: 10.1186/S12920-016-0224-3  0.563
2016 Hripcsak G, Mirhaji P, Low AF, Malin BA. Preserving temporal relations in clinical data while maintaining privacy. Journal of the American Medical Informatics Association : Jamia. PMID 27013522 DOI: 10.1093/Jamia/Ocw001  0.319
2015 Yin Z, Fabbri D, Rosenbloom ST, Malin B. A Scalable Framework to Detect Personal Health Mentions on Twitter. Journal of Medical Internet Research. 17: e138. PMID 26048075 DOI: 10.2196/Jmir.4305  0.354
2015 El Emam K, Jonker E, Arbuckle L, Malin B. Correction: a systematic review of re-identification attacks on health data. Plos One. 10: e0126772. PMID 25880057 DOI: 10.1371/Journal.Pone.0126772  0.345
2015 Barth-Jones D, El Emam K, Bambauer J, Cavoukian A, Malin B. Assessing data intrusion threats. Science (New York, N.Y.). 348: 194-5. PMID 25859037 DOI: 10.1126/Science.348.6231.194-B  0.423
2015 Chen Y, Ghosh J, Bejan CA, Gunter CA, Gupta S, Kho A, Liebovitz D, Sun J, Denny J, Malin B. Building bridges across electronic health record systems through inferred phenotypic topics. Journal of Biomedical Informatics. 55: 82-93. PMID 25841328 DOI: 10.1016/J.Jbi.2015.03.011  0.335
2015 El Emam K, Rodgers S, Malin B. Anonymising and sharing individual patient data. Bmj (Clinical Research Ed.). 350: h1139. PMID 25794882 DOI: 10.1136/Bmj.H1139  0.436
2014 Sarowar Sattar AH, Li J, Liu J, Heatherly R, Malin B. A Probabilistic Approach to Mitigate Composition Attacks on Privacy in Non-Coordinated Environments. Knowledge-Based Systems. 67: 361-372. PMID 25598581 DOI: 10.1016/J.Knosys.2014.04.019  0.37
2014 Durham EA, Kantarcioglu M, Xue Y, Toth C, Kuzu M, Malin B. Composite Bloom Filters for Secure Record Linkage. Ieee Transactions On Knowledge and Data Engineering. 26: 2956-2968. PMID 25530689 DOI: 10.1109/Tkde.2013.91  0.339
2014 Jiang X, Zhao Y, Wang X, Malin B, Wang S, Ohno-Machado L, Tang H. A community assessment of privacy preserving techniques for human genomes. Bmc Medical Informatics and Decision Making. 14: S1. PMID 25521230 DOI: 10.1186/1472-6947-14-S1-S1  0.562
2014 Ogbogu U, Burningham S, Ollenberger A, Calder K, Du L, El Emam K, Hyde-Lay R, Isasi R, Joly Y, Kerr I, Malin B, McDonald M, Penney S, Piat G, Roy DC, et al. Policy recommendations for addressing privacy challenges associated with cell-based research and interventions. Bmc Medical Ethics. 15: 7. PMID 24485220 DOI: 10.1186/1472-6939-15-7  0.361
2013 Kuzu M, Kantarcioglu M, Inan A, Bertino E, Durham E, Malin B. Efficient Privacy-Aware Record Integration. Advances in Database Technology : Proceedings. International Conference On Extending Database Technology. 167-178. PMID 24500681 DOI: 10.1145/2452376.2452398  0.303
2013 Heatherly RD, Loukides G, Denny JC, Haines JL, Roden DM, Malin BA. Enabling genomic-phenomic association discovery without sacrificing anonymity. Plos One. 8: e53875. PMID 23405076 DOI: 10.1371/Journal.Pone.0053875  0.336
2012 Chen Y, Nyemba S, Malin B. Detecting Anomalous Insiders in Collaborative Information Systems. Ieee Transactions On Dependable and Secure Computing. 9: 332-344. PMID 24489520 DOI: 10.1109/Tdsc.2012.11  0.376
2012 Durham E, Xue Y, Kantarcioglu M, Malin B. Quantifying the Correctness, Computational Complexity, and Security of Privacy-Preserving String Comparators for Record Linkage. An International Journal On Information Fusion. 13: 245-259. PMID 22904698 DOI: 10.1016/J.Inffus.2011.04.004  0.403
2012 Tamersoy A, Loukides G, Nergiz ME, Saygin Y, Malin B. Anonymization of longitudinal electronic medical records. Ieee Transactions On Information Technology in Biomedicine : a Publication of the Ieee Engineering in Medicine and Biology Society. 16: 413-23. PMID 22287248 DOI: 10.1109/TITB.2012.2185850  0.329
2012 Canim M, Kantarcioglu M, Malin B. Secure management of biomedical data with cryptographic hardware. Ieee Transactions On Information Technology in Biomedicine : a Publication of the Ieee Engineering in Medicine and Biology Society. 16: 166-75. PMID 22010157 DOI: 10.1109/TITB.2011.2171701  0.343
2011 El Emam K, Jonker E, Arbuckle L, Malin B. A systematic review of re-identification attacks on health data. Plos One. 6: e28071. PMID 22164229 DOI: 10.1371/Journal.Pone.0028071  0.393
2011 Malin B, Loukides G, Benitez K, Clayton EW. Identifiability in biobanks: models, measures, and mitigation strategies. Human Genetics. 130: 383-92. PMID 21739176 DOI: 10.1007/S00439-011-1042-5  0.409
2011 El Emam K, Hu J, Mercer J, Peyton L, Kantarcioglu M, Malin B, Buckeridge D, Samet S, Earle C. A secure protocol for protecting the identity of providers when disclosing data for disease surveillance. Journal of the American Medical Informatics Association : Jamia. 18: 212-7. PMID 21486880 DOI: 10.1136/Amiajnl-2011-000100  0.316
2011 Malin B, Nyemba S, Paulett J. Learning relational policies from electronic health record access logs. Journal of Biomedical Informatics. 44: 333-42. PMID 21277996 DOI: 10.1016/J.Jbi.2011.01.007  0.361
2011 Loukides G, Gkoulalas-Divanis A, Malin B. COAT: COnstraint-based anonymization of transactions Knowledge and Information Systems. 28: 251-282. DOI: 10.1007/S10115-010-0354-4  0.394
2010 Loukides G, Gkoulalas-Divanis A, Malin B. Anonymization of electronic medical records for validating genome-wide association studies. Proceedings of the National Academy of Sciences of the United States of America. 107: 7898-903. PMID 20385806 DOI: 10.1073/Pnas.0911686107  0.381
2010 Malin B, Karp D, Scheuermann RH. Technical and policy approaches to balancing patient privacy and data sharing in clinical and translational research. Journal of Investigative Medicine : the Official Publication of the American Federation For Clinical Research. 58: 11-8. PMID 20051768 DOI: 10.2310/Jim.0B013E3181C9B2Ea  0.429
2010 Malin B. Secure construction of k-unlinkable patient records from distributed providers. Artificial Intelligence in Medicine. 48: 29-41. PMID 19875273 DOI: 10.1016/J.Artmed.2009.09.002  0.378
2009 Kantarcioglu M, Inan A, Jiang W, Malin B. Formal anonymity models for efficient privacy-preserving joins Data and Knowledge Engineering. 68: 1206-1223. DOI: 10.1016/j.datak.2009.06.011  0.318
2008 Mathe J, Werner J, Lee Y, Malin B, Ledeczi A. Model-based design of clinical information systems Methods of Information in Medicine. 47: 399-408. PMID 18852913 DOI: 10.3414/Me9121  0.32
2008 Karp DR, Carlin S, Cook-Deegan R, Ford DE, Geller G, Glass DN, Greely H, Guthridge J, Kahn J, Kaslow R, Kraft C, Macqueen K, Malin B, Scheuerman RH, Sugarman J. Ethical and practical issues associated with aggregating databases. Plos Medicine. 5: e190. PMID 18816162 DOI: 10.1371/Journal.Pmed.0050190  0.419
2008 Bonchi F, Ferrari E, Jiang W, Malin B. PinKDD'08 Acm Sigkdd Explorations Newsletter. 10: 66-67. DOI: 10.1145/1540276.1540296  0.392
2008 Kantarcioglu M, Jiang W, Malin B. A privacy-preserving framework for integrating person-specific databases Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 5262: 298-314. DOI: 10.1007/978-3-540-87471-3-25  0.353
2007 Malin B. A computational model to protect patient data from location-based re-identification. Artificial Intelligence in Medicine. 40: 223-39. PMID 17544262 DOI: 10.1016/J.Artmed.2007.04.002  0.385
2007 Bonchi F, Ferrari E, Malin B, Saygin Y. PinKDD'07 Acm Sigkdd Explorations Newsletter. 9: 93-95. DOI: 10.1145/1345448.1345469  0.409
2006 Malin B, Sweeney L. Composition and disclosure of unlinkable distributed databases Proceedings - International Conference On Data Engineering. 2006: 118. DOI: 10.1109/ICDE.2006.41  0.677
2006 Gross R, Airoldi E, Malin B, Sweeney L. Integrating utility into face de-identification Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 3856: 227-242. DOI: 10.1007/11767831_15  0.665
2005 Malin BA, Sweeney L. A secure protocol to distribute unlinkable health data. Amia ... Annual Symposium Proceedings / Amia Symposium. Amia Symposium. 485-9. PMID 16779087  0.711
2005 Malin BA. An evaluation of the current state of genomic data privacy protection technology and a roadmap for the future. Journal of the American Medical Informatics Association : Jamia. 12: 28-34. PMID 15492030 DOI: 10.1197/jamia.M1603  0.31
2005 Holzer R, Malin B, Sweeney L. Email alias detection using social network analysis 3rd International Workshop On Link Discovery, Linkkdd 2005 - in Conjunction With 10th Acm Sigkdd International Conference On Knowledge Discovery and Data Mining. 52-57. DOI: 10.1145/1134271.1134279  0.614
2005 Newton EM, Sweeney L, Malin B. Preserving privacy by de-identifying face images Ieee Transactions On Knowledge and Data Engineering. 17: 232-243. DOI: 10.1109/Tkde.2005.32  0.663
2005 Malin B, Airoldi E, Carley KM. A network analysis model for disambiguation of names in lists Computational and Mathematical Organization Theory. 11: 119-139. DOI: 10.1007/S10588-005-3940-3  0.322
2004 Malin B, Sweeney L. How (not) to protect genomic data privacy in a distributed network: using trail re-identification to evaluate and design anonymity protection systems. Journal of Biomedical Informatics. 37: 179-92. PMID 15196482 DOI: 10.1016/J.Jbi.2004.04.005  0.726
2002 Malin BA, Sweeney LA. Inferring genotype from clinical phenotype through a knowledge based algorithm. Pacific Symposium On Biocomputing. Pacific Symposium On Biocomputing. 41-52. PMID 11928494  0.656
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