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Artificial Intelligence for Response Assessment in Neuro Oncology (AI-RANO), part 2: recommendations for standardisation, validation, and good clinical practice.
Bakas S, Vollmuth P, Galldiks N, Booth TC, Aerts HJWL, Bi WL, Wiestler B, Tiwari P, Pati S, Baid U, Calabrese E, Lohmann P, Nowosielski M, Jain R, Colen R, Ismail M, Rasool G, Lupo JM, Akbari H, Tonn JC, Macdonald D, Vogelbaum M, Chang SM, Davatzikos C, Villanueva-Meyer JE, Huang RY; Response Assessment in Neuro Oncology (RANO) group. Bakas S, et al. Lancet Oncol. 2024 Nov;25(11):e589-e601. doi: 10.1016/S1470-2045(24)00315-2. Lancet Oncol. 2024. PMID: 39481415 Review.
Artificial Intelligence for Response Assessment in Neuro Oncology (AI-RANO), part 1: review of current advancements.
Villanueva-Meyer JE, Bakas S, Tiwari P, Lupo JM, Calabrese E, Davatzikos C, Bi WL, Ismail M, Akbari H, Lohmann P, Booth TC, Wiestler B, Aerts HJWL, Rasool G, Tonn JC, Nowosielski M, Jain R, Colen RR, Pati S, Baid U, Vollmuth P, Macdonald D, Vogelbaum MA, Chang SM, Huang RY, Galldiks N; Response Assessment in Neuro Oncology (RANO) group. Villanueva-Meyer JE, et al. Among authors: bakas s. Lancet Oncol. 2024 Nov;25(11):e581-e588. doi: 10.1016/S1470-2045(24)00316-4. Lancet Oncol. 2024. PMID: 39481414 Review.
A New Era of Data-Driven Cancer Research and Care: Opportunities and Challenges.
Gomez F, Danos AM, Del Fiol G, Madabhushi A, Tiwari P, McMichael JF, Bakas S, Bian J, Davatzikos C, Fertig EJ, Kalpathy-Cramer J, Kenney J, Savova GK, Yetisgen M, Van Allen EM, Warner JL, Prior F, Griffith M, Griffith OL. Gomez F, et al. Among authors: bakas s. Cancer Discov. 2024 Oct 4;14(10):1774-1778. doi: 10.1158/2159-8290.CD-24-1130. Cancer Discov. 2024. PMID: 39363742 Free PMC article.
Federated learning as a catalyst for digital healthcare innovations.
Yang G, Edwards B, Bakas S, Dou Q, Xu D, Li X, Wang W. Yang G, et al. Among authors: bakas s. Patterns (N Y). 2024 Jul 12;5(7):101026. doi: 10.1016/j.patter.2024.101026. eCollection 2024 Jul 12. Patterns (N Y). 2024. PMID: 39081574 Free PMC article. No abstract available.
Privacy preservation for federated learning in health care.
Pati S, Kumar S, Varma A, Edwards B, Lu C, Qu L, Wang JJ, Lakshminarayanan A, Wang SH, Sheller MJ, Chang K, Singh P, Rubin DL, Kalpathy-Cramer J, Bakas S. Pati S, et al. Among authors: bakas s. Patterns (N Y). 2024 Jul 12;5(7):100974. doi: 10.1016/j.patter.2024.100974. eCollection 2024 Jul 12. Patterns (N Y). 2024. PMID: 39081567 Free PMC article. Review.
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: bakas s. Bioinformatics. 2024 Aug 2;40(8):btae469. doi: 10.1093/bioinformatics/btae469. Bioinformatics. 2024. PMID: 39067017 Free PMC article.
Clinical, Cultural, Computational, and Regulatory Considerations to Deploy AI in Radiology: Perspectives of RSNA and MICCAI Experts.
Linguraru MG, Bakas S, Aboian M, Chang PD, Flanders AE, Kalpathy-Cramer J, Kitamura FC, Lungren MP, Mongan J, Prevedello LM, Summers RM, Wu CC, Adewole M, Kahn CE Jr. Linguraru MG, et al. Among authors: bakas s. Radiol Artif Intell. 2024 Jul;6(4):e240225. doi: 10.1148/ryai.240225. Radiol Artif Intell. 2024. PMID: 38984986 Free PMC article.
A multi-institutional meningioma MRI dataset for automated multi-sequence image segmentation.
LaBella D, Khanna O, McBurney-Lin S, Mclean R, Nedelec P, Rashid AS, Tahon NH, Altes T, Baid U, Bhalerao R, Dhemesh Y, Floyd S, Godfrey D, Hilal F, Janas A, Kazerooni A, Kent C, Kirkpatrick J, Kofler F, Leu K, Maleki N, Menze B, Pajot M, Reitman ZJ, Rudie JD, Saluja R, Velichko Y, Wang C, Warman PI, Sollmann N, Diffley D, Nandolia KK, Warren DI, Hussain A, Fehringer JP, Bronstein Y, Deptula L, Stein EG, Taherzadeh M, Portela de Oliveira E, Haughey A, Kontzialis M, Saba L, Turner B, Brüßeler MMT, Ansari S, Gkampenis A, Weiss DM, Mansour A, Shawali IH, Yordanov N, Stein JM, Hourani R, Moshebah MY, Abouelatta AM, Rizvi T, Willms K, Martin DC, Okar A, D'Anna G, Taha A, Sharifi Y, Faghani S, Kite D, Pinho M, Haider MA, Alonso-Basanta M, Villanueva-Meyer J, Rauschecker AM, Nada A, Aboian M, Flanders A, Bakas S, Calabrese E. LaBella D, et al. Among authors: bakas s. Sci Data. 2024 May 15;11(1):496. doi: 10.1038/s41597-024-03350-9. Sci Data. 2024. PMID: 38750041 Free PMC article.
Federated benchmarking of medical artificial intelligence with MedPerf.
Karargyris A, Umeton R, Sheller MJ, Aristizabal A, George J, Wuest A, Pati S, Kassem H, Zenk M, Baid U, Narayana Moorthy P, Chowdhury A, Guo J, Nalawade S, Rosenthal J, Kanter D, Xenochristou M, Beutel DJ, Chung V, Bergquist T, Eddy J, Abid A, Tunstall L, Sanseviero O, Dimitriadis D, Qian Y, Xu X, Liu Y, Goh RSM, Bala S, Bittorf V, Reddy Puchala S, Ricciuti B, Samineni S, Sengupta E, Chaudhari A, Coleman C, Desinghu B, Diamos G, Dutta D, Feddema D, Fursin G, Huang X, Kashyap S, Lane N, Mallick I; FeTS Consortium; BraTS-2020 Consortium; AI4SafeChole Consortium; Mascagni P, Mehta V, Ferro Moraes C, Natarajan V, Nikolov N, Padoy N, Pekhimenko G, Reddi VJ, Reina GA, Ribalta P, Singh A, Thiagarajan JJ, Albrecht J, Wolf T, Miller G, Fu H, Shah P, Xu D, Yadav P, Talby D, Awad MM, Howard JP, Rosenthal M, Marchionni L, Loda M, Johnson JM, Bakas S, Mattson P. Karargyris A, et al. Among authors: bakas s. Nat Mach Intell. 2023 Jul;5(7):799-810. doi: 10.1038/s42256-023-00652-2. Epub 2023 Jul 17. Nat Mach Intell. 2023. PMID: 38706981 Free PMC article.
111 results