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Page 1
Evaluation of software impact designed for biomedical research: Are we measuring what's meaningful?
Afiaz A, Ivanov AA, Chamberlin J, Hanauer D, Savonen CL, Goldman MJ, Morgan M, Reich M, Getka A, Holmes A, Pati S, Knight D, Boutros PC, Bakas S, Caporaso JG, Del Fiol G, Hochheiser H, Haas B, Schloss PD, Eddy JA, Albrecht J, Fedorov A, Waldron L, Hoffman AM, Bradshaw RL, Leek JT, Wright C. Afiaz A, et al. Among authors: hochheiser h. ArXiv [Preprint]. 2023 Jun 5:arXiv:2306.03255v1. ArXiv. 2023. PMID: 37332562 Free PMC article. Preprint.
Best practices to evaluate the impact of biomedical research software-metric collection beyond citations.
Afiaz A, Ivanov AA, Chamberlin J, Hanauer D, Savonen CL, Goldman MJ, Morgan M, Reich M, Getka A, Holmes A, Pati S, Knight D, Boutros PC, Bakas S, Caporaso JG, Del Fiol G, Hochheiser H, Haas B, Schloss PD, Eddy JA, Albrecht J, Fedorov A, Waldron L, Hoffman AM, Bradshaw RL, Leek JT, Wright C. Afiaz A, et al. Among authors: hochheiser h. Bioinformatics. 2024 Aug 2;40(8):btae469. doi: 10.1093/bioinformatics/btae469. Bioinformatics. 2024. PMID: 39067017 Free PMC article.
Raising awareness of potential biases in medical machine learning: Experience from a Datathon.
Hochheiser H, Klug J, Mathie T, Pollard TJ, Raffa JD, Ballard SL, Conrad EA, Edakalavan S, Joseph A, Alnomasy N, Nutman S, Hill V, Kapoor S, Claudio EP, Kravchenko OV, Li R, Nourelahi M, Diaz J, Taylor WM, Rooney SR, Woeltje M, Celi LA, Horvat CM. Hochheiser H, et al. medRxiv [Preprint]. 2024 Nov 2:2024.10.21.24315543. doi: 10.1101/2024.10.21.24315543. medRxiv. 2024. PMID: 39502657 Free PMC article. Preprint.
Development, External Validation, and Biomolecular Corroboration of Interoperable Models for Identifying Critically Ill Children at Risk of Neurologic Morbidity.
Horvat CM, Barda AJ, Claudio EP, Au AK, Bauman A, Li Q, Li R, Munjal N, Wainwright M, Boonchalermvichien T, Hochheiser H, Clark RSB. Horvat CM, et al. Among authors: hochheiser h. medRxiv [Preprint]. 2024 Sep 18:2024.09.17.24313649. doi: 10.1101/2024.09.17.24313649. medRxiv. 2024. PMID: 39371157 Free PMC article. Preprint.
hubEnsembles: Ensembling Methods in R.
Shandross L, Howerton E, Contamin L, Hochheiser H, Krystalli A; Consortium of Infectious Disease Modeling Hubs; Reich NG, Ray EL. Shandross L, et al. Among authors: hochheiser h. medRxiv [Preprint]. 2024 Jun 25:2024.06.24.24309416. doi: 10.1101/2024.06.24.24309416. medRxiv. 2024. PMID: 38978658 Free PMC article. Preprint.
Scenario design for infectious disease projections: Integrating concepts from decision analysis and experimental design.
Runge MC, Shea K, Howerton E, Yan K, Hochheiser H, Rosenstrom E, Probert WJM, Borchering R, Marathe MV, Lewis B, Venkatramanan S, Truelove S, Lessler J, Viboud C. Runge MC, et al. Among authors: hochheiser h. Epidemics. 2024 Jun;47:100775. doi: 10.1016/j.epidem.2024.100775. Epub 2024 May 24. Epidemics. 2024. PMID: 38838462 Free article.
Potential impact of annual vaccination with reformulated COVID-19 vaccines: Lessons from the US COVID-19 scenario modeling hub.
Jung SM, Loo SL, Howerton E, Contamin L, Smith CP, Carcelén EC, Yan K, Bents SJ, Levander J, Espino J, Lemaitre JC, Sato K, McKee CD, Hill AL, Chinazzi M, Davis JT, Mu K, Vespignani A, Rosenstrom ET, Rodriguez-Cartes SA, Ivy JS, Mayorga ME, Swann JL, España G, Cavany S, Moore SM, Perkins TA, Chen S, Paul R, Janies D, Thill JC, Srivastava A, Aawar MA, Bi K, Bandekar SR, Bouchnita A, Fox SJ, Meyers LA, Porebski P, Venkatramanan S, Adiga A, Hurt B, Klahn B, Outten J, Chen J, Mortveit H, Wilson A, Hoops S, Bhattacharya P, Machi D, Vullikanti A, Lewis B, Marathe M, Hochheiser H, Runge MC, Shea K, Truelove S, Viboud C, Lessler J. Jung SM, et al. Among authors: hochheiser h. PLoS Med. 2024 Apr 17;21(4):e1004387. doi: 10.1371/journal.pmed.1004387. eCollection 2024 Apr. PLoS Med. 2024. PMID: 38630802 Free PMC article.
94 results