Deep Learning | Medical Physics | Radiation Oncology Using Deep Learning to Model the Biological Dose Prediction on Bulky Lung Cancer Patients of Partial Stereotactic Ablation Radiotherapy. October 4, 2020
Radiology Deep Learning for Diagnosis and Segmentation of Pneumothorax: The Results on The Kaggle Competition and Validation Against Radiologists. September 21, 2020
Infectious Diseases | Radiology Deep Learning for Automated Liver Segmentation to Aid in the Study of Infectious Diseases in Nonhuman Primates. September 18, 2020
Pathology Automatic Bacillus anthracis bacteria detection and segmentation in microscopic images using UNet+. September 15, 2020
Medical Imaging | Radiology MMTLNet: Multi-Modality Transfer Learning Network with adversarial training for 3D whole heart segmentation. September 8, 2020
Pathology A shape context fully convolutional neural network for segmentation and classification of cervical nuclei in Pap smear images. August 23, 2020
Neurology | Radiology MI-UNet: Multi-inputs UNet Incorporating Brain Parcellation for Stroke Lesion Segmentation From T1-weighted Magnetic Resonance Images. August 5, 2020
Orthopedics | Radiology Misshapen Pelvis Landmark Detection with Local-Global Feature Learning for Diagnosing Developmental Dysplasia of the Hip. August 3, 2020
Medical Physics | Radiation Oncology A Deep Learning Model to Predict Dose-Volume Histograms of Organs at Risk in Radiotherapy Treatment Plans. July 17, 2020
Computer Science | Radiology A review of the application of deep learning in medical image classification and segmentation. July 3, 2020
Radiology 3D Pulmonary Artery Segmentation from CTA Scans Using Deep Learning with Realistic Data Augmentation. June 4, 2020