Clara-Lea Bonzel

Clara-Lea Bonzel, MSc

Associate in Biomedical Informatics
Cai Lab

Clara-Lea is a statistician and data scientist whose research focuses on the development of advanced methodologies for the analysis of large-scale electronic health records and genomic data to understand complex disease patterns.

Multisource representation learning for pediatric knowledge extraction from electronic health records.
Authors: Li M, Li X, Pan K, Geva A, Yang D, Sweet SM, Bonzel CL, Ayakulangara Panickan V, Xiong X, Mandl K, Cai T.
NPJ Digit Med
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Comparing Insulin Against Glucagon-Like Peptide-1 Receptor Agonists, Dipeptidyl Peptidase-4 Inhibitors, and Sodium-Glucose Cotransporter 2 Inhibitors on 5-Year Incident Heart Failure Risk for Patients With Type 2 Diabetes Mellitus: Real-World Evidence …
Authors: Wang X, Plantinga AM, Xiong X, Cromer SJ, Bonzel CL, Panickan V, Duan R, Hou J, Cai T.
JMIR Diabetes
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Semi-supervised Double Deep Learning Temporal Risk Prediction (SeDDLeR) with Electronic Health Records.
Authors: Nogues IE, Wen J, Zhao Y, Bonzel CL, Castro VM, Lin Y, Xu S, Hou J, Cai T.
J Biomed Inform
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Heterogeneous associations between interleukin-6 receptor variants and phenotypes across ancestries and implications for therapy.
Authors: Wang X, Liu M, Nogues IE, Chen T, Xiong X, Bonzel CL, Zhang H, Hong C, Xia Y, Dahal K, Costa L, Cui J, Gaziano JM, Kim SC, Ho YL, Cho K, Cai T, Liao KP.
Sci Rep
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Neurological diagnoses in hospitalized COVID-19 patients associated with adverse outcomes: A multinational cohort study.
Authors: Hutch MR, Son J, Le TT, Hong C, Wang X, Shakeri Hossein Abad Z, Morris M, Gutiérrez-Sacristán A, Klann JG, Spiridou A, Batugo A, Bellazzi R, Benoit V, Bonzel CL, Bryant WA, Chiudinelli L, Cho K, Das P, González González T, Hanauer DA, Henderson DW, Ho YL, Loh NHW, Makoudjou A, Makwana S, Malovini A, Moal B, Mowery DL, Neuraz A, Samayamuthu MJ, Sanz Vidorreta FJ, Schriver ER, Schubert P, Talbert J, Tan ALM, Tan BWL, Tan BWQ, Tibollo V, Tippman P, Verdy G, Yuan W, Avillach P, Gehlenborg N, Omenn GS, Visweswaran S, Cai T, Luo Y, Xia Z.
PLOS Digit Health
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Semi-supervised ROC analysis for reliable and streamlined evaluation of phenotyping algorithms.
Authors: Gao J, Bonzel CL, Hong C, Varghese P, Zakir K, Gronsbell J.
J Am Med Inform Assoc
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TAXN: Translate Align Extract Normalize, a Multilingual Extraction Tool for Clinical Texts.
Authors: Neuraz A, Lerner I, Birot O, Arias C, Han L, Bonzel CL, Cai T, Huynh KT, Coulet A.
Stud Health Technol Inform
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LATTE: Label-efficient incident phenotyping from longitudinal electronic health records.
Authors: Wen J, Hou J, Bonzel CL, Zhao Y, Castro VM, Gainer VS, Weisenfeld D, Cai T, Ho YL, Panickan VA, Costa L, Hong C, Gaziano JM, Liao KP, Lu J, Cho K, Cai T.
Patterns (N Y)
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Knowledge-Driven Online Multimodal Automated Phenotyping System.
Authors: Xiong X, Sweet SM, Liu M, Hong C, Bonzel CL, Panickan VA, Zhou D, Wang L, Costa L, Ho YL, Geva A, Mandl KD, Cheng S, Xia Z, Cho K, Gaziano JM, Liao KP, Cai T, Cai T.
medRxiv
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Clinical phenotypes and outcomes in children with multisystem inflammatory syndrome across SARS-CoV-2 variant eras: a multinational study from the 4CE consortium.
Authors: Sperotto F, Gutiérrez-Sacristán A, Makwana S, Li X, Rofeberg VN, Cai T, Bourgeois FT, Omenn GS, Hanauer DA, Sáez C, Bonzel CL, Bucholz E, Dionne A, Elias MD, García-Barrio N, González TG, Issitt RW, Kernan KF, Laird-Gion J, Maidlow SE, Mandl KD, Ahooyi TM, Moraleda C, Morris M, Moshal KL, Pedrera-Jiménez M, Shah MA, South AM, Spiridou A, Taylor DM, Verdy G, Visweswaran S, Wang X, Xia Z, Zachariasse JM, Newburger JW, Avillach P.
EClinicalMedicine
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