Innovations in Integrating Machine Learning and Agent-Based Modeling of
Biomedical Systems

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Innovations in Integrating Machine Learning and Agent-Based Modeling of Biomedical Systems

2 June 2022

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Papers citing "Innovations in Integrating Machine Learning and Agent-Based Modeling of Biomedical Systems"

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Title
A Comprehensive Review of Trends, Applications and Challenges In Out-of-Distribution Detection Navid Ghassemi E. F. Ersi AAML OODD 88 4 0 26 Sep 2022
Causal Machine Learning for Healthcare and Precision Medicine Pedro Sanchez J. Voisey Tian Xia Hannah I. Watson Alison Q. OÑeil Sotirios A. Tsaftaris OOD CML 82 119 0 23 May 2022
Automatic Generation of Individual Fuzzy Cognitive Maps from Longitudinal Data M. Wozniak Samvel Mkhitaryan Philippe j. Giabbanelli 22 4 0 14 Feb 2022
Agent-Based Modelling: An Overview with Application to Disease Dynamics A. Shoukat S. Moghadas AI4CE 26 8 0 08 Jul 2020
Drug discovery with explainable artificial intelligence José Jiménez-Luna F. Grisoni G. Schneider 181 637 0 01 Jul 2020
Informed Machine Learning -- A Taxonomy and Survey of Integrating Knowledge into Learning Systems Laura von Rueden S. Mayer Katharina Beckh B. Georgiev Sven Giesselbach ... Rajkumar Ramamurthy Michal Walczak Jochen Garcke Christian Bauckhage Jannis Schuecker 81 643 0 29 Mar 2019
Deep Reinforcement Learning using Genetic Algorithm for Parameter Optimization Adarsh Sehgal Hung M. La S. Louis Hai V. Nguyen GP 69 90 0 19 Feb 2019
Model Evaluation, Model Selection, and Algorithm Selection in Machine Learning S. Raschka 124 784 0 13 Nov 2018
Deep Reinforcement Learning of Cell Movement in the Early Stage of C. elegans Embryogenesis Zehao Wang Dali Wang Chengcheng Li Yichi Xu Husheng Li Z. Bao 51 35 0 14 Jan 2018
Learning to Perform Physics Experiments via Deep Reinforcement Learning Misha Denil Pulkit Agrawal Tejas D. Kulkarni Tom Erez Peter W. Battaglia Nando de Freitas AI4CE 95 334 0 06 Nov 2016
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks Dan Hendrycks Kevin Gimpel UQCV 168 3,472 0 07 Oct 2016
Visual Analytics of Image-Centric Cohort Studies in Epidemiology B. Preim Paul Klemm H. Hauser K. Hegenscheid S. Oeltze-Jafra Klaus D. Tönnies H. Völzke 20 32 0 15 Jan 2015