A flexible symbolic regression method for constructing interpretable clinical prediction models
La Cava, William G., Lee, Paul C., Ajmal, Imran, Ding, Xiruo, Solanki, Priyanka, Cohen, Jordana B., Moore, Jason H., Herman, Daniel S.
Published in NPJ digital medicine (05.06.2023)
Published in NPJ digital medicine (05.06.2023)
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Journal Article
Deep learning to predict fetal acidemia: a response
McCoy, Jennifer A., La Cava, William G.
Published in American journal of obstetrics and gynecology (27.07.2024)
Published in American journal of obstetrics and gynecology (27.07.2024)
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Journal Article
Controller design by symbolic regression
Danai, Kourosh, La Cava, William G.
Published in Mechanical systems and signal processing (01.04.2021)
Published in Mechanical systems and signal processing (01.04.2021)
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Journal Article
Intrapartum electronic fetal heart rate monitoring to predict acidemia at birth with the use of deep learning
McCoy, Jennifer A., Levine, Lisa D., Wan, Guangya, Chivers, Corey, Teel, Joseph, La Cava, William G.
Published in American journal of obstetrics and gynecology (24.04.2024)
Published in American journal of obstetrics and gynecology (24.04.2024)
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Journal Article
Electrocardiogram-based deep learning to predict mortality in paediatric and adult congenital heart disease
Mayourian, Joshua, El-Bokl, Amr, Lukyanenko, Platon, La Cava, William G, Geva, Tal, Valente, Anne Marie, Triedman, John K, Ghelani, Sunil J
Published in European heart journal (10.10.2024)
Published in European heart journal (10.10.2024)
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Journal Article
Pediatric ECG-Based Deep Learning to Predict Left Ventricular Dysfunction and Remodeling
Mayourian, Joshua, La Cava, William G, Vaid, Akhil, Nadkarni, Girish N, Ghelani, Sunil J, Mannix, Rebekah, Geva, Tal, Dionne, Audrey, Alexander, Mark E, Duong, Son Q, Triedman, John K
Published in Circulation (New York, N.Y.) (19.03.2024)
Published in Circulation (New York, N.Y.) (19.03.2024)
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Journal Article
Pediatric Electrocardiogram-Based Deep Learning to Predict Secundum Atrial Septal Defects
Mayourian, Joshua, Geggel, Robert, La Cava, William G, Ghelani, Sunil J, Triedman, John K
Published in Pediatric cardiology (02.07.2024)
Published in Pediatric cardiology (02.07.2024)
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Journal Article
Deep Learning-Based Electrocardiogram Analysis Predicts Biventricular Dysfunction and Dilation in Congenital Heart Disease
Mayourian, Joshua, Gearhart, Addison, La Cava, William G., Vaid, Akhil, Nadkarni, Girish N., Triedman, John K., Powell, Andrew J., Wald, Rachel M., Valente, Anne Marie, Geva, Tal, Duong, Son Q., Ghelani, Sunil J.
Published in Journal of the American College of Cardiology (27.08.2024)
Published in Journal of the American College of Cardiology (27.08.2024)
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Journal Article
Gradient-based adaptation of continuous dynamic model structures
La Cava, William G., Danai, Kourosh
Published in International journal of systems science (02.01.2016)
Published in International journal of systems science (02.01.2016)
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Journal Article
Informative missingness: What can we learn from patterns in missing laboratory data in the electronic health record?
Tan, Amelia L.M., Getzen, Emily J., Hutch, Meghan R., Strasser, Zachary H., Gutiérrez-Sacristán, Alba, Le, Trang T., Dagliati, Arianna, Morris, Michele, Hanauer, David A., Moal, Bertrand, Bonzel, Clara-Lea, Yuan, William, Chiudinelli, Lorenzo, Das, Priam, Zhang, Harrison G., Aronow, Bruce J., Avillach, Paul, Brat, Gabriel.A., Cai, Tianxi, Hong, Chuan, La Cava, William G., Hooi Will Loh, He, Luo, Yuan, Murphy, Shawn N., Yuan Hgiam, Kee, Omenn, Gilbert S., Patel, Lav P., Jebathilagam Samayamuthu, Malarkodi, Shriver, Emily R., Shakeri Hossein Abad, Zahra, Tan, Byorn W.L., Visweswaran, Shyam, Wang, Xuan, Weber, Griffin M., Xia, Zongqi, Verdy, Bertrand, Long, Qi, Mowery, Danielle L., Holmes, John H.
Published in Journal of biomedical informatics (01.03.2023)
Published in Journal of biomedical informatics (01.03.2023)
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Journal Article
Effects of Race and Gender Classifications on Atherosclerotic Cardiovascular Disease Risk Estimates for Clinical Decision-Making in a Cohort of Black Transgender Women
Poteat, Tonia, Lett, Elle, Rich, Ashleigh J, Jiang, Huijun, Wirtz, Andrea L, Radix, Asa, Reisner, Sari L, Harris, Alexander B, Malone, Jowanna, La Cava, William G, Lesko, Catherine R, Mayer, Kenneth H, Streed, Jr, Carl G
Published in Health equity (01.11.2023)
Published in Health equity (01.11.2023)
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Journal Article
Fair admission risk prediction with proportional multicalibration
La Cava, William G, Lett, Elle, Wan, Guangya
Published in Proceedings of machine learning research (2023)
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Published in Proceedings of machine learning research (2023)
Journal Article
Abstract 18941: Pediatric Electrocardiogram-Based Deep Learning to Predict Left Ventricular Dysfunction and Remodeling
Mayourian, Joshua, La Cava, William G, Ghelani, Sunil J, Mannix, Rebekah, Bezzerides, Vassilios J, Pu, William T, Geva, Tal, Dionne, Audrey, Alexander, Mark E, Triedman, John K
Published in Circulation (New York, N.Y.) (07.11.2023)
Published in Circulation (New York, N.Y.) (07.11.2023)
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Journal Article
Benchmarking mortality risk prediction from electrocardiograms
Lukyanenko, Platon, Mayourian, Joshua, Liu, Mingxuan, Triedman, John K, Ghelani, Sunil J, La Cava, William G
Year of Publication 24.06.2024
Year of Publication 24.06.2024
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Journal Article
Minimum variance threshold for epsilon-lexicase selection
Guilherme Seidyo Imai Aldeia, Fabricio Olivetti de Franca, La Cava, William G
Published in arXiv.org (08.04.2024)
Published in arXiv.org (08.04.2024)
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Journal Article
Inexact Simplification of Symbolic Regression Expressions with Locality-sensitive Hashing
Guilherme Seidyo Imai Aldeia, Fabricio Olivetti de Franca, La Cava, William G
Published in arXiv.org (08.04.2024)
Published in arXiv.org (08.04.2024)
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Paper
Journal Article
Cross-Care: Assessing the Healthcare Implications of Pre-training Data on Language Model Bias
Chen, Shan, Gallifant, Jack, Gao, Mingye, Moreira, Pedro, Munch, Nikolaj, Muthukkumar, Ajay, Rajan, Arvind, Kolluri, Jaya, Fiske, Amelia, Hastings, Janna, Aerts, Hugo, Anthony, Brian, Celi, Leo Anthony, La Cava, William G, Bitterman, Danielle S
Year of Publication 08.05.2024
Year of Publication 08.05.2024
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Journal Article