Joao A. Santinha - Publications

Digital twins for non-invasive tumor localization in breast-conserving surgery: a technical pilot study.

Journal: Breast (Edinburgh, Scotland)

Published: March 20, 2026

Reporting checklist for foundation and large language models in medical research (REFINE): an international consensus guideline.

Journal: Diagnostic and interventional radiology (Ankara, Turkey)

Published: February 26, 2026

Optimizing the input: Can large language models standardize radiology requisitions?

Journal: European radiology

Published: January 02, 2026

Automatic and high-resolution surface scan system for breast cancer treatment: clinical accuracy and usability assessment.

Journal: European journal of surgical oncology : the journal of the European Society of Surgical Oncology and the British Association of Surgical Oncology

Published: December 15, 2025

AI-based planning for DIEAP flap procedures: exploring foundation models for artery perforators analysis.

Journal: Frontiers in medicine

Published: November 30, 2025

The impact of pre-processing techniques on deep learning breast image segmentation.

Journal: Scientific reports

Published: May 30, 2025

ESR Essentials: common performance metrics in AI-practice recommendations by the European Society of Medical Imaging Informatics.

Journal: European radiology

Published: February 06, 2025

ESR Essentials: a step-by-step guide of segmentation for radiologists-practice recommendations by the European Society of Medical Imaging Informatics.

Journal: European radiology

Published: November 15, 2024

Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects.

Journal: Diagnostic and interventional radiology (Ankara, Turkey)

Published: July 02, 2024

ESR Essentials: radiomics-practice recommendations by the European Society of Medical Imaging Informatics.

Journal: European radiology

Published: May 24, 2024

Recommendations for the creation of benchmark datasets for reproducible artificial intelligence in radiology.

Journal: Insights into imaging

Published: February 22, 2024

Development of End-to-End AI-Based MRI Image Analysis System for Predicting IDH Mutation Status of Patients with Gliomas: Multicentric Validation.

Journal: Journal of imaging informatics in medicine

Published: June 05, 2023