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João Santinha

Principal Investigator

Champalimaud Foundation

Portugal

Research Interests

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Articles (10)

Year:

2026

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2026

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2026

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2026

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2025

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2025

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2025

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2024

Year:

2024

Year:

2023

Collaborators (8)

Pedro Gouveia

Invited Assistant Professor

Faculty of Medicine, University of Lisbon

PORTUGAL

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Mario Figueiredo

IST Distinguished Professor

Universidade de Lisboa Instituto Superior Técnico

PORTUGAL

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Merel Huisman

Radiologist

Radboud University Medical Center

NETHERLANDS

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Tânia Pereira

Assistant Professor

University of Coimbra

PORTUGAL

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Tiago Marques

Principal Investigator

Champalimaud Foundation

PORTUGAL

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Helder Oliveira

Invited Assistant Professor

Universidade do Porto Faculdade de Engenharia

PORTUGAL

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Renato Cuocolo

Associate Professor

University of Salerno

ITALY

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Michail Klontzas

Assistant Professor of Radiology - Oncological Imaging

University of Crete

GREECE

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João Santinha

Research Interests

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Articles (10)

A Generative Pipeline for 3D Breast MRI: Diffusion Models Meet Super-Resolution GANs

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

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

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

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

Assisted Vascular Analysis (AVA) for Deep Inferior Epigastric Perforators: Pipeline Analysis

Comparative analysis of nnU-Net and Auto3Dseg for fat and fibroglandular tissue segmentation in MRI

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

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

Augmented Reality in Breast Surgery Education

Collaborators (8)

Pedro Gouveia

Mario Figueiredo

Merel Huisman

Tânia Pereira

Tiago Marques

Helder Oliveira

Renato Cuocolo

Michail Klontzas

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