Artificial Intelligence in Healthcare | Cardiology Heart Sound Abnormality Detection From Multi-Institutional Collaboration: Introducing a Federated Learning Framework. May 3, 2024
Psychiatry Identifying depression-related topics in smartphone-collected free-response speech recordings using an automatic speech recognition system and a deep learning topic model. March 29, 2024
Bioacoustics | Machine Learning | Wildlife Ecology Propagating variational model uncertainty for bioacoustic call label smoothing. March 15, 2024
Cardiology Learning Representations from Heart Sound: A Comparative Study on Shallow and Deep Models. March 5, 2024
Cardiology Cutting Weights of Deep Learning Models for Heart Sound Classification: Introducing a Knowledge Distillation Approach. December 12, 2023
Psychiatry | Psychotherapy Zero-shot personalization of speech foundation models for depressed mood monitoring. November 30, 2023
Artificial Intelligence | Music composition Automated composition of Galician Xota-tuning RNN-based composers for specific musical styles using deep Q-learning. June 22, 2023
Aerobiology | Computer Vision Airborne pollen grain detection from partially labelled data utilising semi-supervised learning. May 21, 2023
Computational Paralinguistics | Public Health A summary of the ComParE COVID-19 challenges. March 27, 2023
Electronic Health Records | Machine Learning | Physiology Novel Insights on Induced Sparsity in Multi-Time Attention Networks. October 19, 2022
Medical Imaging | Radiology Novel no-reference multi-dimensional perceptual similarity metric. October 14, 2022
Neurology | Psychiatry EEG Emotion Recognition Based on Self-attention Dynamic Graph Neural Networks. October 11, 2022