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Page 1
Evaluation of federated learning variations for COVID-19 diagnosis using chest radiographs from 42 US and European hospitals.
Peng L, Luo G, Walker A, Zaiman Z, Jones EK, Gupta H, Kersten K, Burns JL, Harle CA, Magoc T, Shickel B, Steenburg SD, Loftus T, Melton GB, Gichoya JW, Sun J, Tignanelli CJ. Peng L, et al. Among authors: shickel b. J Am Med Inform Assoc. 2022 Dec 13;30(1):54-63. doi: 10.1093/jamia/ocac188. J Am Med Inform Assoc. 2022. PMID: 36214629 Free PMC article.
Artificial intelligence-enabled decision support in nephrology.
Loftus TJ, Shickel B, Ozrazgat-Baslanti T, Ren Y, Glicksberg BS, Cao J, Singh K, Chan L, Nadkarni GN, Bihorac A. Loftus TJ, et al. Among authors: shickel b. Nat Rev Nephrol. 2022 Jul;18(7):452-465. doi: 10.1038/s41581-022-00562-3. Epub 2022 Apr 22. Nat Rev Nephrol. 2022. PMID: 35459850 Free PMC article. Review.
Performance of a Machine Learning Algorithm Using Electronic Health Record Data to Predict Postoperative Complications and Report on a Mobile Platform.
Ren Y, Loftus TJ, Datta S, Ruppert MM, Guan Z, Miao S, Shickel B, Feng Z, Giordano C, Upchurch GR Jr, Rashidi P, Ozrazgat-Baslanti T, Bihorac A. Ren Y, et al. Among authors: shickel b. JAMA Netw Open. 2022 May 2;5(5):e2211973. doi: 10.1001/jamanetworkopen.2022.11973. JAMA Netw Open. 2022. PMID: 35576007 Free PMC article.
Postoperative Overtriage to an Intensive Care Unit Is Associated With Low Value of Care.
Loftus TJ, Ruppert MM, Ozrazgat-Baslanti T, Balch JA, Shickel B, Hu D, Efron PA, Tighe PJ, Hogan WR, Rashidi P, Upchurch GR Jr, Bihorac A. Loftus TJ, et al. Among authors: shickel b. Ann Surg. 2023 Feb 1;277(2):179-185. doi: 10.1097/SLA.0000000000005460. Epub 2022 Jul 6. Ann Surg. 2023. PMID: 35797553 Free PMC article.
Phenotype clustering in health care: A narrative review for clinicians.
Loftus TJ, Shickel B, Balch JA, Tighe PJ, Abbott KL, Fazzone B, Anderson EM, Rozowsky J, Ozrazgat-Baslanti T, Ren Y, Berceli SA, Hogan WR, Efron PA, Moorman JR, Rashidi P, Upchurch GR Jr, Bihorac A. Loftus TJ, et al. Among authors: shickel b. Front Artif Intell. 2022 Aug 12;5:842306. doi: 10.3389/frai.2022.842306. eCollection 2022. Front Artif Intell. 2022. PMID: 36034597 Free PMC article. Review.
Federated learning for preserving data privacy in collaborative healthcare research.
Loftus TJ, Ruppert MM, Shickel B, Ozrazgat-Baslanti T, Balch JA, Efron PA, Upchurch GR Jr, Rashidi P, Tignanelli C, Bian J, Bihorac A. Loftus TJ, et al. Among authors: shickel b. Digit Health. 2022 Oct 27;8:20552076221134455. doi: 10.1177/20552076221134455. eCollection 2022 Jan-Dec. Digit Health. 2022. PMID: 36325438 Free PMC article.
Uncertainty-aware deep learning in healthcare: A scoping review.
Loftus TJ, Shickel B, Ruppert MM, Balch JA, Ozrazgat-Baslanti T, Tighe PJ, Efron PA, Hogan WR, Rashidi P, Upchurch GR Jr, Bihorac A. Loftus TJ, et al. Among authors: shickel b. PLOS Digit Health. 2022;1(8):e0000085. doi: 10.1371/journal.pdig.0000085. Epub 2022 Aug 10. PLOS Digit Health. 2022. PMID: 36590140 Free PMC article.
39 results