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Page 1
Survey and Evaluation of Hypertension Machine Learning Research.
du Toit C, Tran TQB, Deo N, Aryal S, Lip S, Sykes R, Manandhar I, Sionakidis A, Stevenson L, Pattnaik H, Alsanosi S, Kassi M, Le N, Rostron M, Nichol S, Aman A, Nawaz F, Mehta D, Tummala R, McCallum L, Reddy S, Visweswaran S, Kashyap R, Joe B, Padmanabhan S. du Toit C, et al. Among authors: visweswaran s. J Am Heart Assoc. 2023 May 2;12(9):e027896. doi: 10.1161/JAHA.122.027896. Epub 2023 Apr 29. J Am Heart Assoc. 2023. PMID: 37119074 Free PMC article.
Synergies between centralized and federated approaches to data quality: a report from the national COVID cohort collaborative.
Pfaff ER, Girvin AT, Gabriel DL, Kostka K, Morris M, Palchuk MB, Lehmann HP, Amor B, Bissell M, Bradwell KR, Gold S, Hong SS, Loomba J, Manna A, McMurry JA, Niehaus E, Qureshi N, Walden A, Zhang XT, Zhu RL, Moffitt RA, Haendel MA, Chute CG; N3C Consortium; Adams WG, Al-Shukri S, Anzalone A, Baghal A, Bennett TD, Bernstam EV, Bernstam EV, Bissell MM, Bush B, Campion TR, Castro V, Chang J, Chaudhari DD, Chen W, Chu S, Cimino JJ, Crandall KA, Crooks M, Davies SJD, DiPalazzo J, Dorr D, Eckrich D, Eltinge SE, Fort DG, Golovko G, Gupta S, Haendel MA, Hajagos JG, Hanauer DA, Harnett BM, Horswell R, Huang N, Johnson SG, Kahn M, Khanipov K, Kieler C, Luzuriaga KR, Maidlow S, Martinez A, Mathew J, McClay JC, McMahan G, Melancon B, Meystre S, Miele L, Morizono H, Pablo R, Patel L, Phuong J, Popham DJ, Pulgarin C, Santos C, Sarkar IN, Sazo N, Setoguchi S, Soby S, Surampalli S, Suver C, Vangala UMR, Visweswaran S, Oehsen JV, Walters KM, Wiley L, Williams DA, Zai A. Pfaff ER, et al. Among authors: visweswaran s. J Am Med Inform Assoc. 2022 Mar 15;29(4):609-618. doi: 10.1093/jamia/ocab217. J Am Med Inform Assoc. 2022. PMID: 34590684 Free PMC article.
Multinational Prevalence of Neurological Phenotypes in Patients Hospitalized with COVID-19.
Le TT, Gutiérrez-Sacristán A, Son J, Hong C, South AM, Beaulieu-Jones BK, Loh NHW, Luo Y, Morris M, Ngiam KY, Patel LP, Samayamuthu MJ, Schriver E, Tan AL, Moore J, Cai T, Omenn GS, Avillach P, Kohane IS; 4CE Consortium; Visweswaran S, Mowery DL, Xia Z. Le TT, et al. Among authors: visweswaran s. medRxiv [Preprint]. 2021 Jan 29:2021.01.27.21249817. doi: 10.1101/2021.01.27.21249817. medRxiv. 2021. PMID: 33655281 Free PMC article. Updated. Preprint.
The Building Blocks of Interoperability. A Multisite Analysis of Patient Demographic Attributes Available for Matching.
Culbertson A, Goel S, Madden MB, Safaeinili N, Jackson KL, Carton T, Waitman R, Liu M, Krishnamurthy A, Hall L, Cappella N, Visweswaran S, Becich MJ, Applegate R, Bernstam E, Rothman R, Matheny M, Lipori G, Bian J, Hogan W, Bell D, Martin A, Grannis S, Klann J, Sutphen R, O'Hara AB, Kho A. Culbertson A, et al. Among authors: visweswaran s. Appl Clin Inform. 2017 Apr 5;8(2):322-336. doi: 10.4338/ACI-2016-11-RA-0196. Appl Clin Inform. 2017. PMID: 28378025 Free PMC article.
Outlier-based detection of unusual patient-management actions: An ICU study.
Hauskrecht M, Batal I, Hong C, Nguyen Q, Cooper GF, Visweswaran S, Clermont G. Hauskrecht M, et al. Among authors: visweswaran s. J Biomed Inform. 2016 Dec;64:211-221. doi: 10.1016/j.jbi.2016.10.002. Epub 2016 Oct 5. J Biomed Inform. 2016. PMID: 27720983 Free PMC article.
Semi-supervised Hierarchical Drug Embedding in Hyperbolic Space.
Yu K, Visweswaran S, Batmanghelich K. Yu K, et al. Among authors: visweswaran s. J Chem Inf Model. 2020 Dec 28;60(12):5647-5657. doi: 10.1021/acs.jcim.0c00681. Epub 2020 Nov 3. J Chem Inf Model. 2020. PMID: 33140969 Free PMC article.
155 results