Orthopedics | Radiology Gradient-Based Saliency Maps Are Not Trustworthy Visual Explanations of Automated AI Musculoskeletal Diagnoses. May 6, 2024
Ophthalmology In-Depth Evaluation of Saliency Maps for Interpreting Convolutional Neural Network Decisions in the Diagnosis of Glaucoma Based on Fundus Imaging. January 11, 2024
Computer Science | Data Science | Human-Computer Interaction Data2MV – A user behaviour dataset for multi-view scenarios. November 29, 2023
Oncology | Radiology Saliency of breast lesions in breast cancer detection using artificial intelligence. November 23, 2023
Bioinformatics | Biomedical Informatics | Computational Biology STAMarker: determining spatial domain-specific variable genes with saliency maps in deep learning. October 9, 2023
Artificial Intelligence | Computer Vision Saliency-Driven Hand Gesture Recognition Incorporating Histogram of Oriented Gradients (HOG) and Deep Learning. September 28, 2023
Dermatology Saliency-Enhanced Content-Based Image Retrieval for Diagnosis Support in Dermatology Consultation: Reader Study. August 24, 2023
Neurology | Psychiatry Using CNN Saliency Maps and EEG Modulation Spectra for Improved and More Interpretable Machine Learning-Based Alzheimer’s Disease Diagnosis. February 23, 2023
Other Achieving efficient interpretability of reinforcement learning via policy distillation and selective input gradient regularization. February 12, 2023
Pathology | Radiology Interpretability-Guided Inductive Bias For Deep Learning Based Medical Image. August 6, 2022
Artificial Intelligence | Computer Science Benchmarking Perturbation-Based Saliency Maps for Explaining Atari Agents. August 2, 2022