SCI Abstract

search
+
MUsculo-Skeleton-Aware (MUSA) deep learning for anatomically guided head-and-neck CT deformable registration
Update your browser to view ScienceDirect. ...
Texture-preserving diffusion model for CBCT-to-CT synthesis
Update your browser to view ScienceDirect. ...
RFMiD: Retinal Image Analysis for multi-Disease Detection challenge
Update your browser to view ScienceDirect. ...
Dual structure-aware image filterings for semi-supervised medical image segmentation
Update your browser to view ScienceDirect. ...
HAGMN-UQ: Hyper association graph matching network with uncertainty quantification for coronary artery semantic labeling
Update your browser to view ScienceDirect. ...
A Foundation Language-Image Model of the Retina (FLAIR): encoding expert knowledge in text supervision
Update your browser to view ScienceDirect. ...
LoViT: Long Video Transformer for surgical phase recognition
Update your browser to view ScienceDirect. ...
Knowledge-driven multi-graph convolutional network for brain network analysis and potential biomarker discovery
Update your browser to view ScienceDirect. ...
Semi-supervised ViT knowledge distillation network with style transfer normalization for colorectal liver metastases survival prediction
Update your browser to view ScienceDirect. ...
Efficient anatomical labeling of pulmonary tree structures via deep point-graph representation-based implicit fields
Update your browser to view ScienceDirect. ...
MedLSAM: Localize and segment anything model for 3D CT images
Update your browser to view ScienceDirect. ...
SpinDoctor-IVIM: A virtual imaging framework for intravoxel incoherent motion MRI
Update your browser to view ScienceDirect. ...
TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs
Update your browser to view ScienceDirect. ...
Ensemble transformer-based multiple instance learning to predict pathological subtypes and tumor mutational burden from histopathological whole slide images of endometrial and colorectal cancer
Update your browser to view ScienceDirect. ...
Simulation-free prediction of atrial fibrillation inducibility with the fibrotic kernel signature
Update your browser to view ScienceDirect. ...
DACG: Dual Attention and Context Guidance model for radiology report generation
Update your browser to view ScienceDirect. ...
An objective comparison of methods for augmented reality in laparoscopic liver resection by preoperative-to-intraoperative image fusion from the MICCAI2022 challenge
Update your browser to view ScienceDirect. ...
Beyond strong labels: Weakly-supervised learning based on Gaussian pseudo labels for the segmentation of ellipse-like vascular structures in non-contrast CTs
Update your browser to view ScienceDirect. ...
A cross-attention-based deep learning approach for predicting functional stroke outcomes using 4D CTP imaging and clinical metadata
Update your browser to view ScienceDirect. ...
Semantics and instance interactive learning for labeling and segmentation of vertebrae in CT images
Update your browser to view ScienceDirect. ...
STADNet: Spatial-Temporal Attention-Guided Dual-Path Network for cardiac cine MRI super-resolution
STADNet: Spatial-Temporal Attention-Guided Dual-Path Network for cardiac cine MRI super-resolution
Cardiac magnetic resonance imaging (MRI) is considered the gold standard for both visual and quantitative evaluation of he...
Anomaly-guided weakly supervised lesion segmentation on retinal OCT images
Anomaly-guided weakly supervised lesion segmentation on retinal OCT images
The management of a variety of vision-threatening retinal conditions can be substantially improved with the aid of imaging...
Constructing hierarchical attentive functional brain networks for early AD diagnosis
Constructing hierarchical attentive functional brain networks for early AD diagnosis
Alzheimer’s disease (AD), the most common form of dementia in elderly people, is an irreversible and incurable neurodegene...
CellViT: Vision Transformers for precise cell segmentation and classification
CellViT: Vision Transformers for precise cell segmentation and classification
Selma Ugurel studied medicine at the Heinrich-Heine University Düsseldorf and RWTH Aachen University (Germany). Subsequent...
Multiview hyperedge-aware hypergraph embedding learning for multisite, multiatlas fMRI based functional connectivity network analysis
Multiview hyperedge-aware hypergraph embedding learning for multisite, multiatlas fMRI based functional connectivity network analysis
During recent decades, functional magnetic resonance imaging (fMRI)-derived functional connectivity network (FCN) or funct...
Self-supervised learning for medical image data with anatomy-oriented imaging planes
Self-supervised learning for medical image data with anatomy-oriented imaging planes
Medical image analysis (MedIA) has important clinical applications, including diagnosis (Silveira et al., 2009), quantitat...
Classification, registration and segmentation of ear canal impressions using convolutional neural networks
Classification, registration and segmentation of ear canal impressions using convolutional neural networks
Hearing loss is an important public healthcare problem that affects the quality of life for 1.5 Billion people around the ...
Automatic multi-view pose estimation in focused cardiac ultrasound
Automatic multi-view pose estimation in focused cardiac ultrasound
Focused cardiac ultrasound (FoCUS) is a valuable point-of-care method for evaluating cardiovascular structures and functio...
Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial?
Self-supervised learning for medical image analysis: Discriminative, restorative, or adversarial?
Self-supervised learning (SSL) aims to learn generalizable representations without relying on expert annotations. The main...
Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge
Domain generalization across tumor types, laboratories, and species — Insights from the 2022 edition of the Mitosis Domain Generalization Challenge
Recognition of mitotic figures in histologic tumor specimens is highly relevant to patient outcome assessment. This task i...
Load More
format_indent_increase