Adjunct Research Assistant Professor, Radiology
[email protected]
Available to mentor
Ravi Samala
Adjunct Research Assistant Professor
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Gray M, Samala R, Liu Q, Skiles D, Xu J, Tong W, Wu L. Clin Pharmacol Ther, 2024 Apr; 115 (4): 687 - 697.Journal ArticleMeasurement and Mitigation of Bias in Artificial Intelligence: A Narrative Literature Review for Regulatory Science.
DOI:10.1002/cpt.3117 PMID: 38018360 -
Coroller T, Sahiner B, Amatya A, Gossmann A, Karagiannis K, Moloney C, Samala RK, Santana-Quintero L, Solovieff N, Wang C, Amiri-Kordestani L, Cao Q, Cha KH, Charlab R, Cross FH, Hu T, Huang R, Kraft J, Krusche P, Li Y, Li Z, Mazo I, Paul R, Schnakenberg S, Serra P, Smith S, Song C, Su F, Tiwari M, Vechery C, Xiong X, Zarate JP, Zhu H, Chakravartty A, Liu Q, Ohlssen D, Petrick N, Schneider JA, Walderhaug M, Zuber E. Clin Pharmacol Ther, 2024 Apr; 115 (4): 745 - 757.Journal ArticleMethodology for Good Machine Learning with Multi-Omics Data.
DOI:10.1002/cpt.3105 PMID: 37965805 -
Samala RK, Drukker K, Shukla-Dave A, Chan H-P, Sahiner B, Petrick N, Greenspan H, Mahmood U, Summers RM, Tourassi G, Deserno TM, Regge D, Näppi JJ, Yoshida H, Huo Z, Chen Q, Vergara D, Cha KH, Mazurchuk R, Grizzard KT, Huisman H, Morra L, Suzuki K, Armato SG, Hadjiiski L. BJR Artif Intell, 2024 Jan; 1 (1): ubae006Journal ArticleAI and machine learning in medical imaging: key points from development to translation.
DOI:10.1093/bjrai/ubae006 PMID: 38828430 -
Mahmood U, Shukla-Dave A, Chan H-P, Drukker K, Samala RK, Chen Q, Vergara D, Greenspan H, Petrick N, Sahiner B, Huo Z, Summers RM, Cha KH, Tourassi G, Deserno TM, Grizzard KT, Näppi JJ, Yoshida H, Regge D, Mazurchuk R, Suzuki K, Morra L, Huisman H, Armato SG, Hadjiiski L. BJR Artif Intell, 2024 Jan; 1 (1): ubae003Journal ArticleArtificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing.
DOI:10.1093/bjrai/ubae003 PMID: 38476957 -
Vergara D, Armato SG, Hadjiiski L, Drukker K. J Am Coll Radiol, 2024 Feb; 21 (2): 341 - 343.Journal ArticleBest Practices for Artificial Intelligence and Machine Learning for Computer-Aided Diagnosis in Medical Imaging.
DOI:10.1016/j.jacr.2023.10.021 PMID: 37925095 -
Sobiecki A, Hadjiiski LM, Chan H-P, Samala RK, Zhou C, Stojanovska J, Agarwal PP. Diagnostics (Basel), 2024 Feb 5; 14 (3):Journal ArticleDetection of Severe Lung Infection on Chest Radiographs of COVID-19 Patients: Robustness of AI Models across Multi-Institutional Data.
DOI:10.3390/diagnostics14030341 PMID: 38337857 -
Burgon A, Petrick N, Sahiner B, Pennello G, Cha KH, Samala RK. Progress in Biomedical Optics and Imaging - Proceedings of SPIE, 2024 Jan 1; 12927:Proceeding / Abstract / PosterA tool for the assessment of AI generalizability via decision space composition
DOI:10.1117/12.3008580 -
Burgon A, Sahiner B, Petrick N, Pennello G, Cha KH, Samala RK. J Med Imaging (Bellingham), 2024 Jan; 11 (1): 014501Journal ArticleDecision region analysis for generalizability of artificial intelligence models: estimating model generalizability in the case of cross-reactivity and population shift.
DOI:10.1117/1.JMI.11.1.014501 PMID: 38283653
