Oncology | Radiology HCA-DAN: hierarchical class-aware domain adaptive network for gastric tumor segmentation in 3D CT images. May 22, 2024
Biochemistry | Computer Science Two sequence- and two structure-based ML models have learned different aspects of protein biochemistry. August 16, 2023
Biochemistry | Computational Biology | Protein Engineering Sequence and structure based deep learning models represent different aspects of protein biochemistry. March 30, 2023
Pathology | Radiology Deep learning classification of inverted papilloma malignant transformation using 3D convolutional neural networks and magnetic resonance imaging. January 6, 2022
Bioinformatics | Computational Biology | Structural Biology DeepRank: a deep learning framework for data mining 3D protein-protein interfaces. December 4, 2021
Neurology | Radiology Uncovering convolutional neural network decisions for diagnosing multiple sclerosis on conventional MRI using layer-wise relevance propagation. October 28, 2019
Pulmonology | Radiology Identification of pulmonary nodules via CT images with hierarchical fully convolutional networks. April 26, 2019
Neurology | Oncology | Radiology Multi-Channel 3D Deep Feature Learning for Survival Time Prediction of Brain Tumor Patients Using Multi-Modal Neuroimages. February 4, 2019
Neuro-Oncology | Radiology 3D Deep Learning for Multi-modal Imaging-Guided Survival Time Prediction of Brain Tumor Patients. December 11, 2018