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Biomechanics | Orthopedics | Physical Therapy GaitNet+ARL: A Deep Learning Algorithm for Interpretable Gait Analysis of Chronic Ankle Instability. April 1, 2024
Machine Learning | Neurology | Neuroscience Interpretable deep learning for deconvolutional analysis of neural signals. January 23, 2024
Fault Diagnosis | Mechanical Engineering | Predictive Maintenance Contrastive learning and dynamics embedding neural network for label-free interpretable machine fault diagnosis. November 29, 2023
Ophthalmology | Radiology An Interpretable and Accurate Deep-learning Diagnosis Framework Modelled with Fully and Semi-supervised Reciprocal Learning. August 21, 2023
Fault Diagnosis | Industrial Applications WPConvNet: An Interpretable Wavelet Packet Kernel-Constrained Convolutional Network for Noise-Robust Fault Diagnosis. June 15, 2023
Chemistry | Process Monitoring VAE-Based Interpretable Latent Variable Model for Process Monitoring. June 13, 2023
Chemistry | Computational Chemistry | Machine Learning Interpretable Graph-Network-Based Machine Learning Models via Molecular Fragmentation. May 3, 2023
Chemistry | Materials Science Interpretable Deep Learning Model for Analyzing the Relationship between the Electronic Structure and Chemisorption Property. September 9, 2022
Neurology A personalized and evolutionary algorithm for interpretable EEG epilepsy seizure prediction. February 10, 2021
Bioinformatics | Computational Biology | Genomics Knowledge-primed neural networks enable biologically interpretable deep learning on single-cell sequencing data. August 7, 2020