Animal Behavior | Behavioral Studies | Computer Vision Large-scale capture of hidden fluorescent labels for training generalizable markerless motion capture models. September 26, 2023
Radiology Training certified detectives to track down the intrinsic shortcuts in COVID-19 chest x-ray data sets. August 4, 2023
Radiology BayeSeg: Bayesian modeling for medical image segmentation with interpretable generalizability. July 19, 2023
Artificial Intelligence | Gaming | Pattern Recognition | Recommendation Systems | Robotics Challenges and Opportunities in Deep Reinforcement Learning With Graph Neural Networks: A Comprehensive Review of Algorithms and Applications. June 26, 2023
Radiology Systematic Analysis of Common Factors Impacting Deep Learning Model Generalizability in Liver Segmentation. June 9, 2023
Neurology | Radiology Extensive T1-weighted MRI Preprocessing Improves Generalizability of Deep Brain Age Prediction Models. May 22, 2023
Bioinformatics | Genetics Sequence similarity governs generalizability of de novo deep learning models for RNA secondary structure prediction. April 17, 2023
Artificial Intelligence | Medical Imaging | Otolaryngology Evaluating the generalizability of deep learning image classification algorithms to detect middle ear disease using otoscopy. April 3, 2023
Dynamical Systems | Machine Learning Curriculum learning for data-driven modeling of dynamical systems. March 8, 2023
Pathology | Radiology Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls. February 1, 2023
Computer Science | Deep Learning | Experimental Design Autoencoders for sample size estimation for fully connected neural network classifiers. December 13, 2022
Pediatrics | Radiology Generalizability and Bias in a Deep Learning Pediatric Bone Age Prediction Model Using Hand Radiographs. September 27, 2022