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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.
Deep neural network architectures for forecasting analgesic response.
Nickerson P, Tighe P, Shickel B, Rashidi P. Nickerson P, et al. Among authors: shickel b. Annu Int Conf IEEE Eng Med Biol Soc. 2016 Aug;2016:2966-2969. doi: 10.1109/EMBC.2016.7591352. Annu Int Conf IEEE Eng Med Biol Soc. 2016. PMID: 28268935 Free PMC article.
Reinforcement learning in surgery.
Datta S, Li Y, Ruppert MM, Ren Y, Shickel B, Ozrazgat-Baslanti T, Rashidi P, Bihorac A. Datta S, et al. Among authors: shickel b. Surgery. 2021 Jul;170(1):329-332. doi: 10.1016/j.surg.2020.11.040. Epub 2021 Jan 9. Surgery. 2021. PMID: 33436272 Free PMC article. Review.
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.
39 results