GitHub

I3DR-Net Transfer Learning

git clone https://github.com/ivanwilliammd/I3DR-Net-Transfer-Learning cd I3DR-Net-Transfer-Learning pip3 install -e . Install MIC-DKFZ batch-generators git clone ...
snmjournals.org

End-to-End PET/CT Interpretation and Quantification with an LLM-Orchestrated AI Agent: A Real-World Pilot Study

Journal of Nuclear Medicine June 2026, jnumed.126.272362; DOI: https://doi.org/10.2967/jnumed.126.272362 This retrospective single-center study used clinical PET/CT ...
GitHub

[TPAMI' 2025] Harnessing Lightweight Transformer with Contextual Synergic Enhancement for Efficient 3D Medical Image Segmentation

This repository contains the implementation of our Light-UNETR for efficient 3D medical image segmentation with contextual synergic enhancement (CSE). datasets/ ├── brats/ │ ├── data/ │ │ ├── ...
Frontiers

Intelligent diagnosis of ossicular chain malformations on CT: development and clinical efficacy of a cascaded AI framework

To enhance model performance and training efficiency, a series of preprocessing steps were applied to the original temporal bone CT data. (1) Resampling: Volumes had variable slice thicknesses ...
Frontiers

Lesion feature enhancement and boundary-aware fusion for pulmonary embolism recognition on CT images

Artificial Intelligence-Assisted Medical Imaging Solutions for Integrating Pathology and Radiology Automated Systems - Volume III ...