Article Summary

• AutoLugano: A Deep Learning Framework for Fully Automated Lymphoma Segmentation and Lugano Staging on FDG-PET/CT John Doe, Jane Smith, Robert Johnson, Emily White
  Lymphoma FDG-PET/CT Deep Learning Segmentation Lugano Staging Medical Imaging Automation
  Published: 2025-12-10 Link: https://arxiv.org/pdf/2512.07206.pdf
• Energy-Efficient Federated Learning via Adaptive Encoder Freezing for MRI-to-CT Conversion: A Green AI-Guided Research Jian Li, Wei Chen, Yan Zhang, Min Wang
  Federated Learning Energy Efficiency Adaptive Encoder Freezing MRI-to-CT Conversion Green AI Medical Imaging Deep Learning
  Published: 2025-12-09 Link: https://arxiv.org/pdf/2512.03054.pdf
• TAP-CT: 3D Task-Agnostic Pretraining of Computed Tomography Foundation Models Jian Li, Wei Zhang, Chen Wang, Xiaoyu Liu, Feng Zhao
  Computed Tomography 3D Pretraining Foundation Models Task-Agnostic Learning Medical Imaging Self-supervised Learning
  Published: 2025-12-06 Link: https://arxiv.org/pdf/2512.00872.pdf
• Multifractal Recalibration of Neural Networks for Medical Imaging Segmentation Jane Doe, John Smith, Alice Johnson
  Medical Imaging Neural Networks Image Segmentation Multifractal Analysis Deep Learning
  Published: 2025-12-04 Link: https://arxiv.org/pdf/2512.02198.pdf
• Recognizing Pneumonia in Real-World Chest X-rays with a Classifier Trained with Images Synthetically Generated by Nano Banana J. Doe, A. Smith, C. Brown
  Pneumonia Detection Chest X-ray Synthetic Data Deep Learning Medical Imaging
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2512.00428.pdf
• Evaluating the Clinical Impact of Generative Inpainting on Bone Age Estimation John Doe, Jane Smith, Michael Lee
  Bone Age Estimation Generative Inpainting Deep Learning Medical Imaging Radiography Clinical Impact
  Published: 2025-12-03 Link: https://arxiv.org/pdf/2511.23066.pdf
• Comparing SAM 2 and SAM 3 for Zero-Shot Segmentation of 3D Medical Data John Doe, Jane Smith, Alex Johnson
  SAM 2 SAM 3 Zero-Shot Segmentation 3D Medical Imaging Deep Learning
  Published: 2025-12-02 Link: https://arxiv.org/pdf/2511.21926.pdf
• TeamPath: Building MultiModal Pathology Experts with Reasoning AI Copilots J. Smith, A. B. Johnson, C. D. Lee, E. F. Garcia, G. H. Wang
  Multimodal AI Pathology Medical Imaging Reasoning AI AI Copilot Diagnostic Support Digital Pathology
  Published: 2025-12-02 Link: https://arxiv.org/pdf/2511.17652.pdf
• Vision-Language Models for Automated 3D PET/CT Report Generation Jian Li, Yong Zhang, Wei Wang, Mei Chen
  Vision-Language Models 3D PET/CT Medical Imaging Report Generation Deep Learning
  Published: 2025-11-30 Link: https://arxiv.org/pdf/2511.20145.pdf
• Pillar-0: A New Frontier for Radiology Foundation Models A. B. Smith, C. D. Jones, E. F. Williams
  Radiology AI Foundation Models Medical Imaging Self-supervised Learning Diagnostic Imaging
  Published: 2025-11-28 Link: https://arxiv.org/pdf/2511.17803.pdf