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Loop profile: 1374726

Keywords

Explainable Artificial Intelligence, Artificial Intelligence, Machine Learning

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Employment (3)

Tecnalia Research & Innovation: Derio, Bizkaia, ES

2024-09-23 to present | Project Manager - Senior Researcher (AI Core)
Employment
Source: Self-asserted source
Pedro A. Moreno-Sanchez

Tampere University: Tampere, FI

2024-09-23 to present | Research collaborator
Employment
Source: Self-asserted source
Pedro A. Moreno-Sanchez

Tampere University: Tampere, FI

2024-09-22
Employment
Source: check_circle
Tampere University

Professional activities (1)

Finnish Artificial Intelligence Society: Helsinki, FI

2021-02-06 to present
Membership
Source: Self-asserted source
Pedro A. Moreno-Sanchez

Works (19)

Addressing Rapidly Aging Society Challenges Through Health 4.0

MEDICON’23 and CMBEBIH’23 - Proceedings of the Mediterranean Conference on Medical and Biological Engineering and Computing MEDICON and International Conference on Medical and Biological Engineering CMBEBIH—Volume 1
2024 | Conference paper | Author
DOI: 10.1007/978-3-031-49062-0_80
SOURCE-WORK-ID:

59863b59-a3ec-4918-a336-8b8227007b2d

EID:

2-s2.0-85181765632

Part of ISBN: 9783031490613
Contributors: Pedro A. Moreno-Sanchez; Konstantinos Banitsas; Mark van Gils; Maysam Abbod
Source: check_circle
Tampere University

Consistency of XAI Models against Medical Expertise

Proceedings - 2024 IEEE 12th International Conference on Healthcare Informatics, ICHI 2024
2024 | Conference paper | Author
DOI: 10.1109/ICHI61247.2024.00116
SOURCE-WORK-ID:

ea6f3b76-4eeb-459c-8d7e-7efa54edf17d

EID:

2-s2.0-85203699182

Part of ISBN: 979-8-3503-8373-7
Contributors: Emilien Arnaud; Mahmoud Elbattah; Amandine Pitteman; Gilles Dequen; Daniel Aiham Ghazali; Pedro A. Moreno-Sanchez
Source: check_circle
Tampere University

Enhancing Arrhythmia Diagnosis with Data-Driven Methods

Digital Health and Wireless Solutions
2024 | Conference paper | Author
DOI: 10.1007/978-3-031-59091-7_16
SOURCE-WORK-ID:

a5ec12f6-5133-4541-96d9-9cf48c04887f

EID:

2-s2.0-85193493182

Part of ISBN: 978-3-031-59091-7
Part of ISBN: 978-3-031-59090-0
Contributors: Emmanuel C. Chukwu; Pedro A. Moreno-Sanchez
Source: check_circle
Tampere University
grade
Preferred source (of 2)‎

When an Explanation is not Enough

MEDICON’23 and CMBEBIH’23 - Proceedings of the Mediterranean Conference on Medical and Biological Engineering and Computing MEDICON and International Conference on Medical and Biological Engineering CMBEBIH—Volume 1
2024 | Conference paper | Author
DOI: 10.1007/978-3-031-49062-0_60
SOURCE-WORK-ID:

62c7a712-548d-4739-99fd-f7b51481157c

EID:

2-s2.0-85181775359

Part of ISBN: 978-3-031-49062-0
Part of ISBN: 978-3-031-49061-3
Contributors: Essi Pietilä; Pedro A. Moreno-Sanchez
Source: check_circle
Tampere University
grade
Preferred source (of 2)‎

Effects of Monitoring Frailty Through a Mobile/Web-Based Application and a Sensor Kit to Prevent Functional Decline in Frail and Prefrail Older Adults: FACET (Frailty Care and Well Function) Pilot Randomized Controlled Trial

Journal of Medical Internet Research
2024-10-22 | Journal article
DOI: 10.2196/58312
Contributors: Myriam Valdés-Aragonés; Rodrigo Pérez-Rodríguez; José Antonio Carnicero; Pedro A Moreno-Sánchez; Myriam Oviedo-Briones; Elena Villalba-Mora; Pedro Abizanda-Soler; Leocadio Rodríguez-Mañas
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

ECG-based data-driven solutions for diagnosis and prognosis of cardiovascular diseases

Computers in Biology and Medicine
2024-04 | Journal article | Author
DOI: 10.1016/j.compbiomed.2024.108235
SOURCE-WORK-ID:

ddfe1e31-860f-4427-bb7c-277bd207dc5b

EID:

2-s2.0-85187198306
Contributors: Pedro A. Moreno-Sanchez; Guadalupe García-Isla; Valentina D.A. Corino; Antti Vehkaoja; Kirsten Brukamp; Mark van Gils; Luca Mainardi
Source: check_circle
Tampere University
grade
Preferred source (of 2)‎

Effects of Monitoring Frailty Through a Mobile/Web-Based Application and a Sensor Kit to Prevent Functional Decline in Frail and Prefrail Older Adults: FACET (Frailty Care and Well Function) Pilot Randomized Controlled Trial (Preprint)

2024-03-12 | Preprint
DOI: 10.2196/preprints.58312
Contributors: Myriam Valdés-Aragonés; Rodrigo Pérez-Rodríguez; José Antonio Carnicero; Pedro A Moreno-Sánchez; Myriam Oviedo-Briones; Elena Villalba-Mora; Pedro Abizanda-Soler; Leocadio Rodríguez-Mañas
Source: check_circle
Crossref

Assessing the relevance of mental health factors in fibromyalgia severity: A data-driven case study using explainable AI

International Journal of Medical Informatics
2024-01 | Journal article
DOI: 10.1016/j.ijmedinf.2023.105280
Part of ISSN: 1386-5056
Contributors: Pedro A. Moreno-Sánchez; Rubén Arroyo Fernández; ELISABETH bravo esteban-herreros; Asunción Ferri Morales; Mark van Gils
Source: Self-asserted source
Pedro A. Moreno-Sanchez
grade
Preferred source (of 2)‎

Prediction of patient flow in the emergency department using explainable artificial intelligence

DIGITAL HEALTH
2024-01 | Journal article
DOI: 10.1177/20552076241264194
Contributors: Pedro A Moreno-Sánchez; Matti Aalto; Mark van Gils
Source: check_circle
Crossref

Data-Driven Early Diagnosis of Chronic Kidney Disease: Development and Evaluation of an Explainable AI Model

IEEE Access
2023 | Journal article
DOI: 10.1109/ACCESS.2023.3264270
Contributors: Pedro A. Moreno-Sánchez
Source: check_circle
Crossref

Explainable NLP Model for Predicting Patient Admissions at Emergency Department Using Triage Notes

Proceedings - 2023 IEEE International Conference on Big Data, BigData 2023
2023 | Conference paper | Author
DOI: 10.1109/BigData59044.2023.10386753
SOURCE-WORK-ID:

baa42612-1166-4974-a0d2-5bde4631115b

EID:

2-s2.0-85184981614

Part of ISBN: 979-8-3503-2445-7
Contributors: Emilien Arnaud; Mahmoud Elbattah; Pedro A. Moreno-Sanchez; Gilles Dequen; Daniel Aiham Ghazali
Source: check_circle
Tampere University

Improvement of a prediction model for heart failure survival through explainable artificial intelligence

Frontiers in Cardiovascular Medicine
2023-08-01 | Journal article
DOI: 10.3389/fcvm.2023.1219586
Part of ISSN: 2297-055X
Contributors: Pedro A. Moreno-Sánchez
Source: Self-asserted source
Pedro A. Moreno-Sanchez
grade
Preferred source (of 2)‎

Evaluation of Machine Learning Algorithms and Explainability Techniques to Detect Hearing Loss From a Speech-in-Noise Screening Test

AMERICAN JOURNAL OF AUDIOLOGY
2022-09 | Journal article | Author
DOI: 10.1044/2022_AJA-21-00194
SOURCE-WORK-ID:

8a2f483e-ed45-4b0a-9a07-fda6d15b7f35

EID:

2-s2.0-85137992021

PMID: 35877954
Contributors: Marta Lenatti; Pedro A. Moreno-Sanchez; Edoardo M. Polo; Maximiliano Mollura; Riccardo Barbieri; Alessia Paglialonga
Source: check_circle
Tampere University

Chronic Kidney Disease Early Diagnosis Enhancing by Using Data Mining Classification and Features Selection

2021 | Book chapter
DOI: 10.1007/978-3-030-69963-5_5
Contributors: Pedro A. Moreno-Sanchez
Source: check_circle
Crossref

Co-Design of a Trustworthy AI System in Healthcare: Deep Learning Based Skin Lesion Classifier

Frontiers in Human Dynamics
2021-07-13 | Journal article
DOI: 10.3389/fhumd.2021.688152
Part of ISSN: 2673-2726
Source: Self-asserted source
Pedro A. Moreno-Sanchez

An Explainable Classification Model for Chronic Kidney Disease Patients

2021-05-21 | Preprint
ARXIV: arXiv:2105.10368v1
Source: Self-asserted source
Pedro A. Moreno-Sanchez

Development of an Explainable Prediction Model of Heart Failure Survival by Using Ensemble Trees

2020 IEEE International Conference on Big Data (Big Data)
2020 | Conference paper
DOI: 10.1109/BigData50022.2020.9378460
Source: Self-asserted source
Pedro A. Moreno-Sanchez

Features Importance to Improve Interpretability of Chronic Kidney Disease Early Diagnosis

2020 IEEE International Conference on Big Data (Big Data)
2020 | Conference paper
DOI: 10.1109/BigData50022.2020.9377903
Source: Self-asserted source
Pedro A. Moreno-Sanchez

A Social Network Analysis of Tweets Related to Masks during the COVID-19 Pandemic

International Journal of Environmental Research and Public Health
2020-11-07 | Journal article
DOI: 10.3390/ijerph17218235
Contributors: Wasim Ahmed; Josep Vidal-Alaball; Francesc Lopez Segui; Pedro A. Moreno-Sánchez
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Peer review (11 reviews for 8 publications/grants)

Review activity for Applied sciences. (1)
Review activity for BMJ open. (1)
Review activity for Information fusion. (4)
Review activity for International journal of environmental research and public health (1)
Review activity for Neural computing & applications. (1)
Review activity for npj digital medicine. (1)
Review activity for Sensors. (1)
Review activity for The Lancet. (1)
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