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María J. Ledesma-Carbayo

Full Professor

Universidad Politécnica de Madrid

Spain

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Research Interests

Medical Imaging

100%

Radiology

50%

Medical Diagnostics

40%

Biopsy

30%

Covid-19

30%

Digital Health

30%

Hematopoiesis

30%

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Articles25

Spatio-temporal deep learning with temporal attention for indeterminate lung nodule classification

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Year:

2025

AI-Based Chest Radiography Tools and the Lateral Projection: Challenges and Opportunities.

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2025

Monitoring peripheral blood data supports the prediction of immunotherapy response in advanced non-small cell lung cancer based on real-world data.

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2025

Unsupervised spatiotemporal classification of deformation patterns of embryonic tissues matches their fate map.

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2025

Chest X-Ray–Based Telemedicine Platform for Pediatric Tuberculosis Diagnosis in Low-Resource Settings: Development and Validation Study

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2024

A Smartphone App for Real-Time Assessment of Malaria Prophylaxis Adverse Events

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2024

A Smartphone App for Real-Time Assessment of Malaria Prophylaxis Adverse Events

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2024

Digital Microscopy Augmented by Artificial Intelligence to Interpret Bone Marrow Samples for Hematological Diseases

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2024

Digital Microscopy Augmented by Artificial Intelligence to Interpret Bone Marrow Samples for Hematological Diseases

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2024

Edge Artificial Intelligence (AI) for real-time automatic quantification of filariasis in mobile microscopy

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2024

Edge Artificial Intelligence (AI) for real-time automatic quantification of filariasis in mobile microscopy

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2024

Concordance in the estimation of tumor percentage in non-small cell lung cancer using digital pathology.

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2024

Fetal MRI by Robust Deep Generative Prior Reconstruction and Diffeomorphic Registration

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2023

Enhancing physicians’ radiology diagnostics of COVID-19’s effects on lung health by leveraging artificial intelligence

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2023

Enhancing physicians' radiology diagnostics of COVID-19's effects on lung health by leveraging artificial intelligence

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2023

Evaluation of the Performance of a 3D-Printed Smartphone-Based Retinal Imaging Device as a Screening Tool for Retinal Pathology in Mozambique

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2023

Prediction of Cardiac Resynchronization Therapy Response Using a Lead Placement Score Derived From 4-Dimensional Computed Tomography

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2022

Telemedicine for international travelers through a Smartphone-based monitoring platform (Trip Doctor®)

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2022

Analysis of Potential Biases on Mammography Datasets for Deep Learning Model Development

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2022

Breast Tumor Localization by Prone to Supine Landmark Driven Registration for Surgical Planning

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2022

Deep learning-based lesion subtyping and prediction of clinical outcomes in COVID-19 pneumonia using chest CT

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2022

Digital system augmented by artificial intelligence to interpret bone marrow samples for hematological disease diagnosis

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2022

Effects of Cardiac Stem Cell on Postinfarction Arrhythmogenic Substrate

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2022

Intrapericardial cardiosphere-derived cells hinder epicardial dense scar expansion and promote electrical homogeneity in a porcine post-infarction model

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2022

Regional left ventricular endocardial strains estimated from low-dose 4DCT: Comparison with cardiac magnetic resonance feature tracking

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Year:

2022

Collaborators12

ANA DELIA RAMOS GUERRA

Universidad Politécnica de Madrid

SPAIN

Juan José Gómez-Valverde

Associate Professor

Universidad Politécnica de Madrid

SPAIN

Felicia Alfano

Universidad Politécnica de Madrid

SPAIN

Joseph Hajnal

King’s College London

UNITED KINGDOM

Jens Cosedis Nielsen

Professor of cardiology

Aarhus Universitet Health

DENMARK

Maria-Jesus Pinazo

Head

SWITZERLAND

Josep Castellvi

Universitat Autònoma de Barcelona

SPAIN

Maria Linares

Assistant PhD Professor

Universidad Complutense de Madrid

SPAIN

Javier Pascau

Full professor

Universidad Carlos III de Madrid Escuela Politécnica Superior

SPAIN

Jose Muñoz Gutierrez

Head of International Health Service

Hospital Clínic de Barcelona

SPAIN

Andres Santos

Professor

Universidad Politécnica de Madrid

SPAIN

Maria Deprez

King’s College London

UNITED KINGDOM

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