Posts Tagged ‘Deep Learning’
Genome-wide association analysis identifies ancestry-specific genetic variation associated with acute response to metformin and glipizide in SUGAR-MGH.
Link: https://doi.org/10.1007/s00125-023-05922-7 Authors: Li, Josephine H; Brenner, Laura N; Kaur, Varinderpal; Figueroa, Katherine; Schroeder, Philip; Huerta-Chagoya, Alicia; , ; , ; Udler, Miriam S; Leong, Aaron; Mercader, Josep M; Florez, Jose C Abstract: Characterisation of genetic variation that influences the response to glucose-lowering medications is instrumental to precision medicine for treatment of type 2 diabetes.…
Read MoreQuantitative prediction of right ventricular and size and function from the electrocardiogram.
Link: https://doi.org/10.1101/2023.04.25.23289130 Authors: Duong, Son Q; Vaid, Akhil; Vy, Ha My Thi; Butler, Liam R; Lampert, Joshua; Pass, Robert H; Charney, Alexander W; Narula, Jagat; Khera, Rohan; Greenspan, Hayit; Gelb, Bruce D; Do, Ron; Nadkarni, Girish Abstract: Right ventricular ejection fraction (RVEF) and end-diastolic volume (RVEDV) are not readily assessed through traditional modalities. Deep-learning enabled…
Read MoreRandomized Trial of Anticoagulation Strategies for Noncritically Ill Patients Hospitalized With COVID-19.
Link: https://doi.org/S0735-1097(23)04527-8 Authors: Stone, Gregg W; Farkouh, Michael E; Lala, Anuradha; Tinuoye, Elizabeth; Dressler, Ovidiu; Moreno, Pedro R; Palacios, Igor F; Goodman, Shaun G; Esper, Rodrigo B; Abizaid, Alexandre; Varade, Deepak; Betancur, Juan F; Ricalde, Alejandro; Payro, Gerardo; Castellano, José María; Hung, Ivan F N; Nadkarni, Girish N; Giustino, Gennaro; Godoy, Lucas C; Feinman, Jason;…
Read MoreDeep learning and the electrocardiogram: review of the current state-of-the-art.
Link: https://doi.org/10.1093/europace/euaa377 Authors: Somani, Sulaiman; Russak, Adam J; Richter, Felix; Zhao, Shan; Vaid, Akhil; Chaudhry, Fayzan; De Freitas, Jessica K; Naik, Nidhi; Miotto, Riccardo; Nadkarni, Girish N; Narula, Jagat; Argulian, Edgar; Glicksberg, Benjamin S Abstract: In the recent decade, deep learning, a subset of artificial intelligence and machine learning, has been used to identify patterns…
Read MoreNatural Language Processing in Nephrology.
Link: https://doi.org/S1548-5595(22)00128-8 Authors: Van Vleck, Tielman T; Farrell, Douglas; Chan, Lili Abstract: Unstructured data in the electronic health records contain essential patient information. Natural language processing (NLP), teaching a computer to read, allows us to tap into these data without needing the time and effort of manual chart abstraction. The core first step for all…
Read MoreWhole genome sequence association with E-selectin levels reveals loss-of-function variant in African Americans.
Link: https://doi.org/10.1093/hmg/ddy360 Authors: Polfus, Linda M; Raffield, Laura M; Wheeler, Marsha M; Tracy, Russell P; Lange, Leslie A; Lettre, Guillaume; Miller, Amanda; Correa, Adolfo; Bowler, Russell P; Bis, Joshua C; Salimi, Shabnam; Jenny, Nancy Swords; Pankratz, Nathan; Wang, Biqi; Preuss, Michael H; Zhou, Lisheng; Moscati, Arden; Nadkarni, Girish N; Loos, Ruth J F; Zhong, Xue;…
Read MoreRadial artery pseudoaneurysm diagnosed by point-of-care ultrasound five days after transradial catheterization: A case report.
Link: https://doi.org/10.5847/wjem.j.1920-8642.2018.03.010 Authors: Alerhand, Stephen; Apakama, Donald; Nevel, Adam; Nelson, Bret P Abstract:
Read MoreRace, Ancestry, and Reporting in Medical Journals.
Link: https://doi.org/10.1001/jama.2018.10960 Authors: Cooper, Richard S; Nadkarni, Girish N; Ogedegbe, Gbenga Abstract:
Read MoreEstimated Glomerular Filtration Rate, Albuminuria, and Adverse Outcomes: An Individual-Participant Data Meta-Analysis.
Link: https://doi.org/10.1001/jama.2023.17002 Authors: , ; Grams, Morgan E; Coresh, Josef; Matsushita, Kunihiro; Ballew, Shoshana H; Sang, Yingying; Surapaneni, Aditya; Alencar de Pinho, Natalia; Anderson, Amanda; Appel, Lawrence J; Ärnlöv, Johan; Azizi, Fereidoun; Bansal, Nisha; Bell, Samira; Bilo, Henk J G; Brunskill, Nigel J; Carrero, Juan J; Chadban, Steve; Chalmers, John; Chen, Jing; Ciemins, Elizabeth; Cirillo,…
Read MoreIn Response.
Link: https://doi.org/10.1213/ANE.0000000000003952 Authors: Hofer, Ira S; Levin, Matthew A; Simpao, Allan F; McCormick, Patrick J; Rothman, Brian Abstract:
Read More