Radiology PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation. February 11, 2023
Dentistry | Radiology Root canal treatment planning by automatic tooth and root canal segmentation in dental CBCT with deep multi-task feature learning. January 22, 2023
Oncology | Radiology Deep learning-based accurate delineation of primary gross tumor volume of nasopharyngeal carcinoma on heterogeneous magnetic resonance imaging: a large-scale and multi-center study. January 19, 2023
Bioinformatics | Pharmacology SAM-DTA: a sequence-agnostic model for drug-target binding affinity prediction. December 22, 2022
Oncology | Radiology WORD: A large scale dataset, benchmark and clinical applicable study for abdominal organ segmentation from CT image. October 12, 2022
Radiology Learning COVID-19 Pneumonia Lesion Segmentation from Imperfect Annotations via Divergence-Aware Selective Training. May 6, 2022
Pulmonology | Radiology A Denoising Self-supervised Approach for COVID-19 Pneumonia Lesion Segmentation with Limited Annotated CT Images. December 11, 2021
Oncology | Pathology Genetic mutation and biological pathway prediction based on whole slide images in breast carcinoma using deep learning. September 24, 2021
Radiology MIDeepSeg: Minimally interactive segmentation of unseen objects from medical images using deep learning. June 12, 2021
Orthopedics | Radiology Surgical planning of pelvic tumor using multi-view CNN with relation-context representation learning. February 7, 2021
Ophthalmology | Radiology Annotation-Efficient Learning for Medical Image Segmentation based on Noisy Pseudo Labels and Adversarial Learning. December 28, 2020