João Santinha

12PUBLICATIONS
79CO-AUTHORS
Software quality, processes and metricsNatural language processingBiomedical imagingEpidemiological methodsArtificial life and complex adaptive systems
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Publications (12)

|Feb 26, 2026
Reporting checklist for foundation and large language models in medical research (REFINE): an international consensus guideline.

Ismail Mese, Tugba Akinci D'Antonoli, Christian Bluethgen

|Jan 30, 2026
Optimizing the input: Can large language models standardize radiology requisitions?

João Santinha, Helena Guerreiro

|Aug 03, 2025
ESR Essentials: common performance metrics in AI-practice recommendations by the European Society of Medical Imaging Informatics.

Michail E Klontzas, Kevin B W Groot Lipman, Tugba Akinci D' Antonoli

|Apr 18, 2025
Comparative analysis of nnU-Net and Auto3Dseg for fat and fibroglandular tissue segmentation in MRI.

Yasna Forghani, Rafaela Timóteo, Tiago Marques

|Oct 25, 2024
ESR Essentials: radiomics-practice recommendations by the European Society of Medical Imaging Informatics.

João Santinha, Daniel Pinto Dos Santos, Fabian Laqua

|Jul 02, 2024
Bias in artificial intelligence for medical imaging: fundamentals, detection, avoidance, mitigation, challenges, ethics, and prospects.

Burak Koçak, Andrea Ponsiglione, Arnaldo Stanzione

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Frequent Collaborators

4 joint publications

Michail E Klontzas

4 joint publications

Renato Cuocolo

3 joint publications

Matthias Dietzel

3 joint publications

Merel Huisman