Cardiology | Computer Vision | Deep Learning 3D DenseNet with temporal transition layer for heart rate estimation from real-life RGB videos. July 26, 2024
Neurology | Radiology Differentiation Between Glioblastoma and Metastatic Disease on Conventional MRI Imaging Using 3D-Convolutional Neural Networks: Model Development and Validation. November 17, 2023
Medical Imaging | Radiology DBPNDNet: dual-branch networks using 3DCNN toward pulmonary nodule detection. November 9, 2023
Medical Imaging | Radiology Improving automatic liver tumor segmentation in late-phase MRI using multi-model training and 3D convolutional neural networks. July 19, 2022
Radiation Oncology | Radiology Evaluating Clinical Acceptability of Organs-at-Risk Segmentation in Head & Neck Cancer (HNC) by Open-Source 3D Convolutional Neural Networks (CNNs). October 27, 2021
Drug design | Structural Biology DeepPocket: Ligand Binding Site Detection and Segmentation using 3D Convolutional Neural Networks. August 10, 2021
Industrial object recognition 3D Convolutional Neural Networks Initialized from Pretrained 2D Convolutional Neural Networks for Classification of Industrial Parts. February 9, 2021
Pulmonology | Radiology 3D multi-scale deep convolutional neural networks for pulmonary nodule detection. January 7, 2021
Chemistry | Computational Chemistry Prediction of Energetic Material Properties from Electronic Structure Using 3D Convolutional Neural Networks. October 15, 2020
Ophthalmology Segmentation of retinal fluid based on deep learning: application of three-dimensional fully convolutional neural networks in optical coherence tomography images. June 28, 2019
Neurology | Radiology 3D convolutional neural networks for tumor segmentation using long-range 2D context. April 24, 2019
Computational Chemistry | Drug Discovery K: Protein-Ligand Absolute Binding Affinity Prediction via 3D-Convolutional Neural Networks. January 24, 2019