Computational Medicine | Medical Imaging | Podiatry Diabetic foot ulcers segmentation challenge report: Benchmark and analysis. April 3, 2024
Radiology BUS-Set: A benchmark for quantitative evaluation of breast ultrasound segmentation networks with public datasets. February 16, 2023
Oncology | Radiology Prediction of response to neoadjuvant chemotherapy in breast cancer with recurrent neural networks and raw ultrasound signals. August 24, 2022
Oncology | Radiology Explaining a Deep Learning Based Breast Ultrasound Image Classifier with Saliency Maps. July 11, 2022
Biomedical Engineering | Oncology | Radiology Unsupervised deep learning based approach to temperature monitoring in focused ultrasound treatment. February 8, 2022
Medical Imaging | Oncology | Radiology Joint segmentation and classification of breast masses based on ultrasound radio-frequency data and convolutional neural networks. January 22, 2022
Orthopedics | Radiology Automated cartilage segmentation and quantification using 3D ultrashort echo time (UTE) cones MR imaging with deep convolutional neural networks. March 30, 2021
Gastroenterology | Radiology Liver Fat Assessment in Multiview Sonography Using Transfer Learning With Convolutional Neural Networks. March 22, 2021
Oncology | Radiology Early prediction of response to neoadjuvant chemotherapy in breast cancer sonography using Siamese convolutional neural networks. August 4, 2020
Hepatology | Radiology Noninvasive Diagnosis of Nonalcoholic Fatty Liver Disease and Quantification of Liver Fat with Radiofrequency Ultrasound Data Using One-dimensional Convolutional Neural Networks. February 25, 2020
Orthopedics | Radiology Knee menisci segmentation and relaxometry of 3D ultrashort echo time cones MR imaging using attention U-Net with transfer learning. September 19, 2019
Radiology Breast mass classification in sonography with transfer learning using a deep convolutional neural network and color conversion. February 27, 2019