Existing datasets for medical QA cannot comprehensively assess the proficiency of LLMs in pediatrics. To fill this problem, a research team led by Hui LI and Yanhao WANG published their new research on the benchmark of LLMs for pediatric QA in Frontiers of Computer Science co-published by Higher Education Press and Springer Nature.

Automated lesion segmentation is essential for DR screening, but current deep learning models often lack robustness, generating false positives in low-contrast or artifact-heavy regions. This instability largely stems from a lack of anatomical understanding. While incorporating vessel structures can guide the model, obtaining pixel-level vessel annotations for training is notoriously expensive and scarce.

To address this dilemma, the research team proposed MedFuse on 15 March 2026 in Frontiers of Computer Science co-published by Higher Education Press and Springer Nature.

NCCN brought together more than a thousand oncology professionals at the NCCN 2026 Annual Conference in Orlando, Florida, with hundreds more joining virtually. This year’s event featured educational sessions on the latest breakthroughs in cancer prevention and treatment, clinical guidelines updates, guidance for improving cancer center operations, plus panel discussions on critical issues in care delivery.