P. Ignacio Dorado-Díaz

Universidad de Salamanca — Spain

Medicine · Health Sciences

10h-index413citations29works1.52yr avg
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Research Topics

Artificial Intelligence in Healthcare and Education(13), Artificial Intelligence in Healthcare(8), COVID-19 diagnosis using AI(8), AI in cancer detection(4), COVID-19 Clinical Research Studies(3)

Publications29 total

Cohort profile: the CORDELIA study (Collaborative cOhorts Reassembled Data to study mEchanisms and Longterm Incidence of chronic diseAses)
European Journal of Epidemiology·2025· 1 citedOpen Access
Correction: Development of a severity of disease score and classification model by machine learning for hospitalized COVID-19 patients
PLoS ONE·2024Open Access
Assessing the Effectiveness of Textual Recommendations in KoopaML
International Journal on Semantic Web and Information Systems·2024· 4 citedOpen Access
D-AI-COM: A DICOM Reception Node to Automate the Application of Artificial Intelligence Scripts to Medical Imaging Data
Lecture notes in networks and systems·2024· 1 cited
Machine Learning to Optimize the Echocardiographic Follow-Up of Aortic Stenosis
JACC. Cardiovascular imaging·2023· 26 citedOpen Access
KoopaML: A Graphical Platform for Building Machine Learning Pipelines Adapted to Health Professionals.
International Journal of Interactive Multimedia and Artificial Intelligence·2023· 21 citedOpen Access
Are Textual Recommendations Enough? Guiding Physicians Toward the Design of Machine Learning Pipelines Through a Visual Platform
Lecture notes in computer science·2023Open Access
Flexible Heuristics for Supporting Recommendations Within an AI Platform Aimed at Non-expert Users
Lecture notes in computer science·2023Open Access
Testing and Improvements of KoopaML: A Platform to Ease the Development of Machine Learning Pipelines in the Medical Domain
Lecture notes in educational technology·2023Open Access
Predictive Power for Thrombus Detection after Atrial Appendage Closure: Machine Learning vs. Classical Methods
Journal of Personalized Medicine·2022· 2 citedOpen Access
KoopaML, a Machine Learning platform for medical data analysis
Journal on Interactive Systems·2022· 2 citedOpen Access
Editorial commentary: CardioVerse: Buying the stairway to heaven
Trends in Cardiovascular Medicine·2022
Outcome Analysis in Elective Electrical Cardioversion of Atrial Fibrillation Patients: Development and Validation of a Machine Learning Prognostic Model
Journal of Clinical Medicine·2022· 18 citedOpen Access
Date of Admission during COVID-19 Pandemic Impacted Patient Outcomes in Addition to the Higher Efficacy of Tocilizumab Plus High-Dose Corticosteroid Therapy Compared to Tocilizumab Alone
Journal of Clinical Medicine·2021Open Access
A platform to support the visual analysis of the SALMANTICOR study outcomes: conveying cardiological data to lay users
Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)·2021
Bringing machine learning closer to non-experts: proposal of a user-friendly machine learning tool in the healthcare domain
Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21)·2021· 8 cited
Application of Artificial Intelligence Algorithms Within the Medical Context for Non-Specialized Users: the CARTIER-IA Platform.
International Journal of Interactive Multimedia and Artificial Intelligence·2021· 29 citedOpen Access
Development of a severity of disease score and classification model by machine learning for hospitalized COVID-19 patients
PLoS ONE·2021· 58 citedOpen Access
Automatic Classification of Valve Diseases Through Natural Language Processing in Spanish and Active Learning
Lecture notes in computer science·2021· 2 cited
Usability Study of CARTIER-IA: A Platform for Medical Data and Imaging Management
Lecture notes in computer science·2021· 7 cited
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Frequent Co-authors

Pedro L. Sánchez(25), Antonio Sánchez-Puente(25), Víctor Vicente-Palacios(23), Jesús Sampedro-Gómez(22), Francisco José García‐Peñalvo(13), Andrea Vázquez‐Ingelmo(13), Alicia García‐Holgado(11), Pablo Pérez-Sánchez(7), Ignacio Cruz‐González(5), Pablo Antúnez‐Muiños(5), Miguel Marcos(4), Moncef Belhassen‐García(4), Edgar Marcano-Millán(4), Beatriz Rodríguez-Alonso(4), Daniel Encinas-Sánchez(4), Cristina Carbonell(4), Amparo López‐Bernús(4), Miguel-Vicente Sánchez-Hernández(4), Rafael Borrás(4), Víctor Sagredo(4)