Bioinformatics | Molecular Biology | Pharmacology AK-Score: Accurate Protein-Ligand Binding Affinity Prediction Using an Ensemble of 3D-Convolutional Neural Networks. November 13, 2020
Medical Imaging | Oncology | Radiation Oncology 2D and 3D convolutional neural networks for outcome modelling of locally advanced head and neck squamous cell carcinoma. September 25, 2020
Radiology Liver Steatosis Categorization on Contrast-Enhanced CT Using a Fully-Automated Deep Learning Volumetric Segmentation Tool: Evaluation in 1,204 Heathy Adults Using Unenhanced CT as Reference Standard. September 16, 2020
Oncology | Radiology MSCS-DeepLN: Evaluating lung nodule malignancy using multi-scale cost-sensitive neural networks. August 3, 2020
Neurology | Psychiatry Classifying Autism Spectrum Disorder Using the Temporal Statistics of Resting-State Functional MRI Data With 3D Convolutional Neural Networks. June 1, 2020
Oncology | Radiology Tumor Segmentation and Feature Extraction from Whole-Body FDG-PET/CT Using Cascaded 2D and 3D Convolutional Neural Networks. May 7, 2020
Radiology A 3D Probabilistic Deep Learning System for Detection and Diagnosis of Lung Cancer Using Low-Dose CT Scans. November 1, 2019
Neurology | Radiology Accurate and robust segmentation of neuroanatomy in T1-weighted MRI by combining spatial priors with deep convolutional neural networks. October 21, 2019
Computational Chemistry | Drug Discovery K: Protein-Ligand Absolute Binding Affinity Prediction via 3D-Convolutional Neural Networks. January 24, 2019
Oncology | Pathology | Radiology 3D Deep Learning from CT Scans Predicts Tumor Invasiveness of Subcentimeter Pulmonary Adenocarcinomas. December 15, 2018
Bioinformatics | Computational Biology EnzyNet: enzyme classification using 3D convolutional neural networks on spatial representation. November 14, 2018