Ultra-short term HRV features as surrogates of short term HRV: A case study on mental stress detection in real life R Castaldo, L Montesinos, P Melillo, C James, L Pecchia BMC medical informatics and decision making 19, 1-13, 2019 | 230 | 2019 |
On the use of approximate entropy and sample entropy with centre of pressure time-series L Montesinos, R Castaldo, L Pecchia Journal of neuroengineering and rehabilitation 15, 1-15, 2018 | 160 | 2018 |
Wearable inertial sensors for fall risk assessment and prediction in older adults: A systematic review and meta-analysis L Montesinos, R Castaldo, L Pecchia IEEE transactions on neural systems and rehabilitation engineering 26 (3 …, 2018 | 125 | 2018 |
Are ultra‐short heart rate variability features good surrogates of short‐term ones? State‐of‐the‐art review and recommendations L Pecchia, R Castaldo, L Montesinos, P Melillo Healthcare technology letters 5 (3), 94-100, 2018 | 115 | 2018 |
Machine learning and deep learning predictive models for type 2 diabetes: a systematic review L Fregoso-Aparicio, J Noguez, L Montesinos, JA García-García Diabetology & metabolic syndrome 13 (1), 148, 2021 | 103 | 2021 |
A review of machine learning in hypertension detection and blood pressure estimation based on clinical and physiological data E Martinez-Ríos, L Montesinos, M Alfaro-Ponce, L Pecchia Biomedical Signal Processing and Control 68, 102813, 2021 | 92 | 2021 |
To What Extent Can We Shorten HRV Analysis in Wearable Sensing? A Case Study on Mental Stress Detection. R Castaldo, L Montesinos, P Melillo, S Massaro, L Pecchia EMBEC & NBC 2017: Joint Conference of the European Medical and Biological …, 2018 | 48 | 2018 |
Day-to-day variations in sleep quality affect standing balance in healthy adults L Montesinos, R Castaldo, FP Cappuccio, L Pecchia Scientific Reports 8 (1), 17504, 2018 | 41 | 2018 |
A machine learning approach for hypertension detection based on photoplethysmography and clinical data E Martinez-Ríos, L Montesinos, M Alfaro-Ponce Computers in Biology and Medicine 145, 105479, 2022 | 30 | 2022 |
Heart rate variability analysis and performance during a repeated mental workload task R Castaldo, L Montesinos, TS Wan, A Serban, S Massaro, L Pecchia EMBEC & NBC 2017: Joint Conference of the European Medical and Biological …, 2018 | 25 | 2018 |
Using generative artificial intelligence tools to explain and enhance experiential learning for authentic assessment DE Salinas-Navarro, E Vilalta-Perdomo, R Michel-Villarreal, L Montesinos Education Sciences 14 (1), 83, 2024 | 18 | 2024 |
Transdisciplinary experiential learning in biomedical engineering education for healthcare systems improvement L Montesinos, DE Salinas-Navarro, A Santos-Diaz BMC Medical Education 23 (1), 207, 2023 | 15 | 2023 |
Specialized telepathology electronic patient record based on JPEG 2000 L Montesinos, J Puentes 4th International IEEE EMBS Special Topic Conference on Information …, 2003 | 15 | 2003 |
Experiential learning in biomedical engineering education using wearable devices: a case study in a biomedical signals and systems analysis course L Montesinos, A Santos-Diaz, DE Salinas-Navarro, L Cendejas-Zaragoza Education Sciences 12 (9), 598, 2022 | 14 | 2022 |
Experiential learning for sustainability in supply chain management education DE Salinas-Navarro, C Mejia-Argueta, L Montesinos, EZ Rodriguez-Calvo Sustainability 14 (20), 13133, 2022 | 12 | 2022 |
Health Wearables for Early Detection of Frailty Syndrome in Older Adults in Mexico: An Informed, Structured Process for the Selection of a Suitable Device R Bustamante-Bello, G Ruiz-Soto, R Ramírez-Mendoza, RA Vázquez, ... 6th International Conference on Current and Future Trends of Information and …, 2016 | 9 | 2016 |
Ultra-short entropy for mental Stress detection R Castaldo, L Montesinos, L Pecchia World Congress on Medical Physics and Biomedical Engineering 2018: June 3-8 …, 2018 | 8 | 2018 |
Selection of entropy-measure parameters for force plate-based human balance evaluation L Montesinos, R Castaldo, L Pecchia World Congress on Medical Physics and Biomedical Engineering 2018: June 3-8 …, 2018 | 7 | 2018 |
Designing experiential learning activities with generative artificial intelligence tools for authentic assessment DE Salinas-Navarro, E Vilalta-Perdomo, R Michel-Villarreal, L Montesinos Interactive Technology and Smart Education, 2024 | 5 | 2024 |
Investigating the use of wearables for monitoring circadian rhythms: a feasibility study R Castaldo, M Prati, L Montesinos, V Kulkarni, M Chappell, H Byrne, ... Future Trends in Biomedical and Health Informatics and Cybersecurity in …, 2020 | 5 | 2020 |