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Large-scale correlation network construction for unraveling the coordination of complex biological systems.

M. Becker, H. Nassar, C. Espinosa, I. Stelzer, D. Feyaerts, E. Berson, N. Bidoki, A. Chang, G. Saarunya, A. Culos, D. Francesco, R. Fallahzadeh, Q. Liu, Y. Kim, I. Maric, S. Mataraso, S. Payrovnaziri, T. Phongpreecha, N. Ravindra, N. Stanley, S. Shome, Y. Tan, M. Thuraiappah, M. Xenochristou, L. Xue, G. Shaw, D. Stevenson, M. Angst, B. Gaudilliere, и N. Aghaeepour. Nat. Comput. Sci., 3 (4): 346-359 (2023)

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Camilo Gerhard

Sergio Espinosa

Norman Espinosa

Reinaldo Espinosa

Ingeborg Espinosa

Другие публикации лиц с тем же именем

Data-Driven Modeling of Pregnancy-Related ComplicationsC. Espinosa, M. Becker, I. Maric, R. Wong, G. Shaw, B. Gaudilliere, N. Aghaeepour, D. Stevenson, I. Stelzer, L. Peterson и 7 other автор(ы). Trends in Molecular Medicine, (2021)Integration of mechanistic immunological knowledge into a machine learning pipeline improves predictionsA. Culos, A. Tsai, N. Stanley, M. Becker, M. Ghaemi, D. McIlwain, R. Fallahzadeh, A. Tanada, H. Nassar, C. Espinosa и 1 other автор(ы). Nature Machine Intelligence, 2 (10): 619--628 (2020)Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurityN. Ravindra, C. Espinosa, E. Berson, T. Phongpreecha, P. Zhao, M. Becker, A. Chang, S. Shome, I. Marić, D. De Francesco и 1 other автор(ы). npj Digital Medicine, 6 (1): 171 (2023)Cross-species comparative analysis of single presynapsesE. Berson, C. Gajera, T. Phongpreecha, A. Perna, S. Bukhari, M. Becker, A. Chang, D. De Francesco, C. Espinosa, N. Ravindra и 1 other автор(ы). Scientific Reports, 13 (1): 13849 (2023)Revealing the impact of lifestyle stressors on the risk of adverse pregnancy outcomes with multitask machine learningM. Becker, J. Dai, A. Chang, D. Feyaerts, I. Stelzer, M. Zhang, E. Berson, G. Saarunya, D. De Francesco, C. Espinosa и 1 other автор(ы). Frontiers in Pediatrics, (2022)Deep representation learning identifies associations between physical activity and sleep patterns during pregnancy and prematurity.N. Ravindra, C. Espinosa, E. Berson, T. Phongpreecha, P. Zhao, M. Becker, A. Chang, S. Shome, I. Maric, D. Francesco и 11 other автор(ы). npj Digit. Medicine, (2023)Profiling functional disruption in biological systemsM. Becker, D. Feyaerts, I. Stelzer, E. Berson, A. Chang, C. Espinosa, D. Francesco, R. Fallahzadeh, I. Maric, S. Mataraso и 10 other автор(ы). Under review, (2022)Data-driven longitudinal characterization of neonatal health and morbidityD. Francesco, J. Reiss, J. Roger, A. Tang, A. Chang, M. Becker, T. Phongpreecha, C. Espinosa, S. Morin, E. Berson и 23 other автор(ы). Science Translational Medicine, 15 (683): eadc9854 (2023)Prostate Cancer Diagnosis Automation Using Supervised Artificial Intelligence. A Systematic Literature Review.C. Espinosa, M. Garcia, F. Yepes-Calderon, J. McComb, и H. Florez. ICAI, том 1277 из Communications in Computer and Information Science, стр. 104-115. Springer, (2020)Early prediction and longitudinal modeling of preeclampsia from multiomics.I. Maric, K. Contrepois, M. Moufarrej, I. Stelzer, D. Feyaerts, X. Han, A. Tang, N. Stanley, R. Wong, G. Traber и 23 other автор(ы). Patterns, 3 (12): 100655 (2022)

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