Computational Biology | Deep Learning | Machine Learning Mesoscopic structure graphs for interpreting uncertainty in non-linear embeddings. September 12, 2024
Genetics | Neurology | Radiology Compressed representation of brain genetic transcription. July 24, 2024
Neurology | Oncology | Pathology Accurate and rapid molecular subgrouping of high-grade glioma via deep learning-assisted label-free fiber-optic Raman spectroscopy. June 11, 2024
Medical Imaging | Radiology Exploring UMAP in hybrid models of entropy-based and representativeness sampling for active learning in biomedical segmentation. May 21, 2024
Bioinformatics | Computational Biology | Genomics Similarity-assisted variational autoencoder for nonlinear dimension reduction with application to single-cell RNA sequencing data. November 14, 2023
Computer Science | Machine Learning Incomplete multi-view clustering network via nonlinear manifold embedding and probability-induced loss. April 22, 2023
Computer Science | Otolaryngology | Radiology A Novel Framework of Manifold Learning Cascade-Clustering for the Informative Frame Selection. March 29, 2023
Bioinformatics | Proteomics Tree visualizations of protein sequence embedding space enable improved functional clustering of diverse protein superfamilies. January 15, 2023
Neurology | Radiology Using Deep Clustering to Improve fMRI Dynamic Functional Connectivity Analysis. May 13, 2022
Computer Science | Dermatology DUNEScan: a web server for uncertainty estimation in skin cancer detection with deep neural networks. January 8, 2022
Meteorology TAASRAD19, a high-resolution weather radar reflectivity dataset for precipitation nowcasting. July 14, 2020