Machine Learning | Oncology | Radiology Characterizing Sentinel Lymph Node Status in Breast Cancer Patients Using a Deep-Learning Model Compared With Radiologists’ Analysis of Grayscale Ultrasound and Lymphosonography. July 3, 2024
Medical Imaging | Radiology Mitigating Aberration-Induced Noise: A Deep Learning-Based Aberration-to-Aberration Approach. July 3, 2024
Neurology | Radiology A deep learning algorithm to identify carotid plaques and assess their stability. July 2, 2024
Obstetrics and Gynecology | Pediatrics | Radiology Deep learning model for prenatal congenital heart disease (CHD) screening generalizes to the community setting and outperforms clinical detection. June 21, 2024
Oncology | Radiology Deep learning driven diagnosis of malignant soft tissue tumors based on dual-modal ultrasound images and clinical indexes. June 7, 2024
Oncology | Radiology Deep Learning-Based Segmentation and Risk Stratification for Gastrointestinal Stromal Tumors in Transabdominal Ultrasound Imaging. May 31, 2024
Ophthalmology Application and visualization study of an intelligence-assisted classification model for common eye diseases using B-mode ultrasound images. May 29, 2024
Oncology | Pathology | Radiology Differentiation of benign and malignant parotid gland tumors based on the fusion of radiomics and deep learning features on ultrasound images. May 28, 2024
Breast Surgery | Oncology | Radiology Improving Ultrasound Diagnostic Precision for Breast Cancer and Adenosis with Modality-Specific Enhancement (MSE) – Breast Net. May 25, 2024
Cardiology | Radiology Hardware-Independent Deep Signal Processing: A Feasibility Study in Echocardiography. May 23, 2024
Cardiology | Obstetrics | Pediatrics | Radiology Investigation on ultrasound images for detection of fetal congenital heart defects. May 23, 2024
Radiology | Urology A bi-directional segmentation method for prostate ultrasound images under semantic constraints. May 22, 2024