Francisco Balea-Fernandez

Universidad de Las Palmas de Gran Canaria — Spain

Medicine · Health Sciences

8h-index200citations28works18.02yr avg
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Research Topics

Optical Imaging and Spectroscopy Techniques(7), Photoacoustic and Ultrasonic Imaging(4), Aging, Health, and Disability(4), Dementia and Cognitive Impairment Research(3), AI in cancer detection(3)

Publications28 total

Low-Cost FPGA Implementation of Deep Learning-Based Heart Sound Segmentation for Real-Time CVDs Screening
IEEE Transactions on Instrumentation and Measurement·2024· 18 citedOpen Access
Hyperspectral imaging benchmark based on machine learning for intraoperative brain tumour detection
npj Precision Oncology·2023· 47 citedOpen Access
Hyperspectral Imaging Benchmark based on Machine Learning for Intraoperative Brain Tumour Detection
2023· 6 citedOpen Access
Blur-specific image quality assessment of microscopic hyperspectral images
Optics Express·2023· 6 citedOpen Access
Exploring a Segmentation-Classification Deep Learning-based Heart Murmurs Detector
Computing in cardiology·2022· 1 citedOpen Access
Evaluation of Preprocessing Methods on Independent Medical Hyperspectral Databases to Improve Analysis
Sensors·2022· 19 citedOpen Access
Neural Networks-Based On-Site Dermatologic Diagnosis through Hyperspectral Epidermal Images
Sensors·2022· 13 citedOpen Access
Synthetic Patient Data Generation and Evaluation in Disease Prediction Using Small and Imbalanced Datasets
IEEE Journal of Biomedical and Health Informatics·2022· 48 cited
Towards Skin Cancer Self-Monitoring through an Optimized MobileNet with Coordinate Attention
2022 25th Euromicro Conference on Digital System Design (DSD)·2022· 8 cited
In the use of artificial intelligence and hyperspectral imaging in digital pathology for breast cancer cell identification
2022· 1 cited
Hyperspectral imaging for in-vivo/ex-vivo tissue analysis of human brain cancer
2022· 4 cited
SWIR Hyperspectral Imaging to Assess Neurocognitive Disorders Using Blood Plasma Samples
SPIE eBooks·2021
El cambio de la socialización primaria y secundaria a la socialización virtual
International Journal of Developmental and Educational Psychology Revista INFAD de psicología·2021· 6 citedOpen Access
Evaluating the use of Hyperspectral Imaging as Complementary Blood Sample Tests
2021
Analysis of Risk Factors in Dementia Through Machine Learning
Journal of Alzheimer s Disease·2020· 8 citedOpen Access
Novel Methodology for Alzheimer's Disease Biomarker Identification in Plasma using Hyperspectral Microscopy
2020· 10 cited
Hyperspectral Imaging for Major Neurocognitive Disorder Detection in Plasma Samples
2020
Negligencia y maltrato en mayores
International Journal of Developmental and Educational Psychology Revista INFAD de psicología·2020· 3 citedOpen Access
Biomarcadores en la demencia tipo alzheimer: sistema sanitario y edadismo
International Journal of Developmental and Educational Psychology Revista INFAD de psicología·2020Open Access
Intervención psicológica familiar en la enfermedad de alzheimer
International Journal of Developmental and Educational Psychology Revista INFAD de psicología·2020· 1 citedOpen Access
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Frequent Co-authors

Himar Fabelo(16), Samuel Ortega(16), Gustavo M. Callicó(16), Raquel León(10), Bernardino Clavo(4), Beatriz Martinez-Vega(4), Javier Alonso Ramírez(4), J. Alonso Ramírez(4), Domingo Jaén(4), Antonio J. Rodríguez-Almeida(3), Ana M. Wägner(3), Adam Szołna(3), Juan F. Piñeiro(3), Jesús Pérez Morera(3), Laura Quintana(3), S. Alfonso Gómez(3), Natalia Fernández(3), S. Alfonso Gómez(3), Inés A. Cruz‐Guerrero(2), Daniel U. Campos‐Delgado(2)