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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: loftus t. 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. 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: loftus tj. JAMA Netw Open. 2022 May 2;5(5):e2211973. doi: 10.1001/jamanetworkopen.2022.11973. JAMA Netw Open. 2022. PMID: 35576007 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. 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. Digit Health. 2022 Oct 27;8:20552076221134455. doi: 10.1177/20552076221134455. eCollection 2022 Jan-Dec. Digit Health. 2022. PMID: 36325438 Free PMC article.
A simulation curriculum for laparoscopic common bile duct exploration, balloon sphincterotomy, and endobiliary stenting: Associations with resident performance and autonomy in the operating room.
Nyren MQ, Filiberto AC, Underwood PW, Abbott KL, Balch JA, Efron PA, George BC, Shickel B, Upchurch GR Jr, Sarosi GA Jr, Loftus TJ. Nyren MQ, et al. Surgery. 2023 Apr;173(4):950-956. doi: 10.1016/j.surg.2022.11.007. Epub 2022 Dec 12. Surgery. 2023. PMID: 36517292
290 results