Medical Imaging | Radiation Oncology Autocontouring of primary lung lesions and nodal disease for radiotherapy based only on computed tomography images. September 19, 2024
Medical Imaging | Oncology | Radiation Oncology Towards a fully automatic workflow for investigating the dynamics of lung cancer cachexia during radiotherapy using cone beam computed tomography. September 19, 2024
Radiology Children Are Not Small Adults: Addressing Limited Generalizability of an Adult Deep Learning CT Organ Segmentation Model to the Pediatric Population. September 19, 2024
Radiology Automated abdominal organ segmentation algorithms for non-enhanced CT for volumetry and 3D radiomics analysis. September 19, 2024
Cardiology | Radiology SeqSeg: Learning Local Segments for Automatic Vascular Model Construction. September 18, 2024
Neurology | Radiology Mouse Brain Extractor: Brain segmentation of mouse MRI using global positional encoding and SwinUNETR. September 16, 2024
Radiology | Surgery Main challenges on the curation of large scale datasets for pancreas segmentation using deep learning in multi-phase CT scans: Focus on cardinality, manual refinement, and annotation quality. September 16, 2024
Medical Imaging | Oncology | Radiology Weakly supervised large-scale pancreatic cancer detection using multi-instance learning. September 13, 2024
Gynecology | Radiology nnU-Net based segmentation and 3D reconstruction of uterine fibroids with MRI images for HIFU surgery planning. September 6, 2024
Neurology | Radiology Hybrid Clinical-Radiomics Model Based on Fully Automatic Segmentation for Predicting the Early Expansion of Spontaneous Intracerebral Hemorrhage: A Multi-Center Study. September 2, 2024
Oncology | Radiology Organomics: A Concept Reflecting the Importance of PET/CT Healthy Organ Radiomics in Non-Small Cell Lung Cancer Prognosis Prediction Using Machine Learning. August 28, 2024
Oncology | Radiology Deep Learning Based Automatic Fibroglandular Tissue Segmentation in Breast Magnetic Resonance Imaging Screening. August 23, 2024