Radiation Oncology Automatic segmentation using deep learning to enable online dose optimization during adaptive radiotherapy of cervical cancer. November 12, 2020
Pulmonology | Radiology A Weakly-Supervised Framework for COVID-19 Classification and Lesion Localization From Chest CT. November 6, 2020
Deep Learning | Plant Cell Biology A large-scale optical microscopy image dataset of potato tuber for deep learning based plant cell assessment. October 28, 2020
Radiation Oncology Automatic multi-organ segmentation in computed tomography images using hierarchical convolutional neural network. October 26, 2020
Pulmonology | Radiology Severity and Consolidation Quantification of COVID-19 from CT Images Using Deep Learning Based on Hybrid Weak Labels. October 12, 2020
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