Author

Harry Anthony

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Preprint Sep 2026

BrainIAC: Interactive 3D Brain Lesion Segmentation across Heterogeneous MRI Modalities with Online Adaptation

This work presents BrainIAC (Brain lesion Interactive Adaptive Continuously learning segmentation), a unified framework that integrates a multi-modal backbone network trained to segment multiple types of brain lesions and handle heterogeneous sets of modalities via zero-filling and random modality dropping.

Wen-Tian Xu, Anthony P. Addison, Zi-Yun Liang et al. · 0 citations

#artificial intelligence Preprint Aug 2026

Error Detection for PET/CT Radiology Reports: Domain-Specific vs Large Language Models

It is suggested that domain-specific training matters more than model scale for PET/CT report error detection, supporting compact models as an accurate and computationally efficient approach to automated radiology report quality assurance.

Hermione Warr, Harry Anthony, Lilli J. Freischem et al. · 0 citations