Radiology Standardization of ultrasound images across various centers: M2O-DiffGAN bridging the gaps among unpaired multi-domain ultrasound images. May 5, 2024
Oncology | Radiology Deep causal learning for pancreatic cancer segmentation in CT sequences. April 24, 2024
Banking | Finance A multi-level classification based ensemble and feature extractor for credit risk assessment. March 4, 2024
Oncology | Radiology Anti-HER2 therapy response assessment for guiding treatment (de-)escalation in early HER2-positive breast cancer using a novel deep learning radiomics model. February 8, 2024
Neurosurgery | Pathology Rapid intraoperative multi-molecular diagnosis of glioma with ultrasound radio frequency signals and deep learning. December 2, 2023
Oncology | Pathology | Radiology Deep learning radiopathomics based on preoperative US images and biopsy whole slide images can distinguish between luminal and non-luminal tumors in early-stage breast cancers. July 21, 2023
Biomedical imaging | Orthopedics | Radiology Si-MSPDNet: A multiscale Siamese network with parallel partial decoders for the 3-D measurement of spines in 3D ultrasonic images. June 29, 2023
Radiology HAL-IA: A Hybrid Active Learning framework using Interactive Annotation for medical image segmentation. June 9, 2023
Cardiology | Radiology BP-Net: Boundary and perfusion feature guided dual-modality ultrasound video analysis network for fibrous cap integrity assessment. May 21, 2023
Cardiology | Medical Imaging Cross-Domain Echocardiography Segmentation with Multi-Space Joint Adaptation. February 11, 2023
Obstetrics | Radiology Multimodal fusion model for classifying placenta ultrasound imaging in pregnancies with hypertension disorders. December 28, 2022
Oncology | Radiology A shortcut weighted fusion pyramid network for microcalcification detection in breast mammograms. November 28, 2022