Computer Vision | Medical Image Analysis | Radiology CSCA U-Net: A channel and space compound attention CNN for medical image segmentation. April 1, 2024
Neurology | Oncology | Radiology Automated, fast, robust brain extraction on contrast-enhanced T1-weighted MRI in presence of brain tumors: an optimized model based on multi-center datasets. August 24, 2023
Ophthalmology A new, feasible, and convenient method based on semantic segmentation and deep learning for hemoglobin monitoring. August 21, 2023
Neurology | Oncology | Radiology Construction and evaluation of a gated high-resolution neural network for automatic brain metastasis detection and segmentation. May 15, 2023
Neurosurgery | Radiology Preoperative volume of the optic chiasm is an easily obtained predictor for visual recovery of pituitary adenoma patients following endoscopic endonasal transsphenoidal surgery: a cohort study. March 31, 2023
Dermatology Intra-class consistency and inter-class discrimination feature learning for automatic skin lesion classification. January 13, 2023
Neurosurgery | Radiology Automated segmentation of craniopharyngioma on MR images using U-Net-based deep convolutional neural network. November 17, 2022
Computer Science | Radiology A Feature Space-Restricted Attention Attack on Medical Deep Learning Systems. October 14, 2022
Neurosurgery | Oncology | Radiology Automatic Meningioma Segmentation and Grading Prediction: A Hybrid Deep-Learning Method. August 27, 2021
Computer Vision How to construct low-altitude aerial image datasets for deep learning. March 24, 2021