Radiology Pyramid Pixel Context Adaption Network for Medical Image Classification With Supervised Contrastive Learning. June 3, 2024
Neurosurgery | Oncology | Radiology A hybrid deep learning scheme for MRI-based preliminary multiclassification diagnosis of primary brain tumors. May 15, 2024
Ophthalmology | Pathology | Radiology Suppressing label noise in medical image classification using mixup attention and self-supervised learning. April 18, 2024
Biomedicine | Natural Language Processing Advancing entity recognition in biomedicine via instruction tuning of large language models. April 10, 2024
Other PPML-Omics: A privacy-preserving federated machine learning method protects patients’ privacy in omic data. January 31, 2024
Biomedicine | Natural Language Processing Extracting Drug-Protein Relation from Literature Using Ensembles of Biomedical Transformers. January 25, 2024
Bioinformatics | Genomics Single-cell multi-scale footprinting reveals the modular organization of DNA regulatory elements. April 10, 2023
Ophthalmology Global-local multi-stage temporal convolutional network for cataract surgery phase recognition. November 30, 2022
Ophthalmology Dynamic analysis of iris changes and a deep learning system for automated angle-closure classification based on AS-OCT videos. November 5, 2022
Computer Vision | Ophthalmology MVD-Net: Semantic Segmentation of Cataract Surgery Using Multi-View Learning. October 21, 2022
Economics | Finance | Machine Learning Volatility forecasts of stock index futures in China and the US-A hybrid LSTM approach. July 28, 2022
Gynecology | Oncology | Radiology Combining multiparametric MRI features-based transfer learning and clinical parameters: application of machine learning for the differentiation of uterine sarcomas from atypical leiomyomas. May 18, 2022