Radiology

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Thyroid Cancer Risk Prediction from Multimodal Datasets Using Large Language Model

Thyroid carcinoma is one of the most prevalent endocrine malignancies worldwide, and accurate preope...

Gabor Primitives for Accelerated Cardiac Cine MRI Reconstruction

Accelerated cardiac cine MRI requires reconstructing spatiotemporal images from highly undersampled ...

Interpretable Motion Artificat Detection in structural Brain MRI

Automated quality assessment of structural brain MRI is an important prerequisite for reliable neuro...

Streak-Aware Localization Microscopy Enables High-Throughput Brain Imaging Across Platforms

Optical, ultrasound, and optoacoustic localization microscopy based on microparticle tracking has en...

Model Medicine: A Clinical Framework for Understanding, Diagnosing, and Treating AI Models

Model Medicine is the science of understanding, diagnosing, treating, and preventing disorders in AI...

Evaluating GPT-5 as a Multimodal Clinical Reasoner: A Landscape Commentary

The transition from task-specific artificial intelligence toward general-purpose foundation models r...

Comparative Evaluation of Traditional Methods and Deep Learning for Brain Glioma Imaging. Review Paper

Segmentation is crucial for brain gliomas as it delineates the glioma s extent and location, aiding ...

ICHOR: A Robust Representation Learning Approach for ASL CBF Maps with Self-Supervised Masked Autoencoders

Arterial spin labeling (ASL) perfusion MRI allows direct quantification of regional cerebral blood f...

TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Glioblastoma exhibits diverse, infiltrative, and patient-specific growth patterns that are only part...

Cultryx: Precision Diagnostic Stewardship for Blood Cultures Using Machine Learning

Background: The 2024 blood culture bottle shortage brought diagnostic resource allocation to the for...

CoRe-BT: A Multimodal Radiology-Pathology-Text Benchmark for Robust Brain Tumor Typing

Accurate brain tumor typing requires integrating heterogeneous clinical evidence, including magnetic...

Polyp Segmentation Using Wavelet-Based Cross-Band Integration for Enhanced Boundary Representation

Accurate polyp segmentation is essential for early colorectal cancer detection, yet achieving reliab...

MPFlow: Multi-modal Posterior-Guided Flow Matching for Zero-Shot MRI Reconstruction

Zero-shot MRI reconstruction relies on generative priors, but single-modality unconditional priors p...

Slice-wise quality assessment of high b-value breast DWI via deep learning-based artifact detection

Diffusion-weighted imaging (DWI) can support lesion detection and characterization in breast magneti...

TumorFlow: Physics-Guided Longitudinal MRI Synthesis of Glioblastoma Growth

Glioblastoma exhibits diverse, infiltrative, and patient-specific growth patterns that are only part...

Understanding Sources of Demographic Predictability in Brain MRI via Disentangling Anatomy and Contrast

Demographic attributes such as age, sex, and race can be predicted from medical images, raising conc...

Modeling and Control of a Pneumatic Soft Robotic Catheter Using Neural Koopman Operators

Catheter-based interventions are widely used for the diagnosis and treatment of cardiac diseases. Re...

Through the Lens of Contrast: Self-Improving Visual Reasoning in VLMs

Reasoning has emerged as a key capability of large language models. In linguistic tasks, this capabi...

AWDiff: An a trous wavelet diffusion model for lung ultrasound image synthesis

Lung ultrasound (LUS) is a safe and portable imaging modality, but the scarcity of data limits the d...

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