Research Fellow
Overview
I am a Research Scientist. With over 15 years of experience, I have developed advanced skills in data analytics, machine learning, mathematical modeling, and research & development. I am Research Fellow at the School of Health and Rehabilitation Sciences, specializing in applying data science and wearable devices to solve problems in health, biomechanics, and sports. In my role, I leverage wearables to study human movement and physiology, providing actionable insights that drive innovation and improve health outcomes. My work involves collaborating with interdisciplinary teams to integrate data-driven solutions that enhance performance and well-being.
Research Interests
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Advancements in Real-World Gait Analysis
This line of research explores the development and implementation of advanced protocols and algorithms to study human gait in natural environments. By leveraging electronic devices and sensor data, researchers aim to gain a comprehensive understanding of movement patterns and behaviours. These insights have the potential to revolutionise various fields, including healthcare, where they can aid in diagnosing and monitoring conditions such as Parkinson's disease and stroke recovery, as well as in sports science, by enhancing performance and preventing injuries. The ultimate goal is to translate these findings into practical applications that improve quality of life and optimise human performance.
Research Impacts
Dr. Raimundo Sánchez is actively engaged in research within the fields of digital signal processing, digital sports biomechanics, and endurance sports analytics. His work is setting the groundwork for future advancements in sports science, healthcare, and athlete performance. This innovative research integrates cutting-edge technology with potential applications aimed at enhancing both individual and community health outcomes.
Key Contributions:
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Potential in Sports Science: Dr. Sánchez is developing predictive models using digital sports biomechanics. These models analyze wearable sensor data to potentially enhance athlete training and minimize injury risks. His ongoing research could lead to significant changes in how coaches and sports scientists optimize training strategies.
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Innovations in Healthcare: Through digital signal processing, Dr. Sánchez is pioneering diagnostic tools that could improve the detection and treatment of movement disorders. These tools are expected to increase diagnostic accuracy and treatment efficacy in healthcare settings.
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Advancing Endurance Sports Analytics: His research efforts are directed at refining the data analysis of endurance athletes, aiming to improve training methods and strategies. This work is intended to provide deep insights that could transform athlete management and performance evaluation.
Qualifications
- Doctor of Philosophy of Systems Engineering, Universidad Adolfo Ibáñez
Publications
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Journal Article: Carga de entrenamiento y variabilidad de la frecuencia cardiaca en una exposición aguda a la hipoxia hipobárica: Estudio de caso
Nieto-Jiménez, Claudio, Espinoza-Salinas, A., Valenzuela Pérez, Diego, Sánchez, Raimundo and Besomi, Manuela (2023). Carga de entrenamiento y variabilidad de la frecuencia cardiaca en una exposición aguda a la hipoxia hipobárica: Estudio de caso. SPORT TK-Revista EuroAmericana de Ciencias del Deporte, 8-8. doi: 10.6018/sportk.597591
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Journal Article: Individualized visual narratives: type 1 diabetes management strategies among three runners in the London Marathon
Montt, Denise, Onetto, María Teresa and Sánchez, Raimundo (2023). Individualized visual narratives: type 1 diabetes management strategies among three runners in the London Marathon. InfoDesign - Revista Brasileira de Design da Informação, 20 (2). doi: 10.51358/id.v20i2.1111
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Montt-Blanchard, Denise, Sánchez, Raimundo, Dubois-Camacho, Karen, Leppe, Jaime and Onetto, María Teresa (2023). Hypoglycemia and glycemic variability of people with type 1 diabetes with lower and higher physical activity loads in free-living conditions using continuous subcutaneous insulin infusion with predictive low-glucose suspend system. BMJ Open Diabetes Research and Care, 11 (2) e003082, 1-11. doi: 10.1136/bmjdrc-2022-003082
Supervision
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Wearable Sensor Informed Activity Workloads and Quantified Return to Play Following Upper Limb Injury in Elite Female Waterpolo
Doctor Philosophy
Publications
Journal Article
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Nieto-Jiménez, Claudio, Espinoza-Salinas, A., Valenzuela Pérez, Diego, Sánchez, Raimundo and Besomi, Manuela (2023). Carga de entrenamiento y variabilidad de la frecuencia cardiaca en una exposición aguda a la hipoxia hipobárica: Estudio de caso. SPORT TK-Revista EuroAmericana de Ciencias del Deporte, 8-8. doi: 10.6018/sportk.597591
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Montt, Denise, Onetto, María Teresa and Sánchez, Raimundo (2023). Individualized visual narratives: type 1 diabetes management strategies among three runners in the London Marathon. InfoDesign - Revista Brasileira de Design da Informação, 20 (2). doi: 10.51358/id.v20i2.1111
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Montt-Blanchard, Denise, Sánchez, Raimundo, Dubois-Camacho, Karen, Leppe, Jaime and Onetto, María Teresa (2023). Hypoglycemia and glycemic variability of people with type 1 diabetes with lower and higher physical activity loads in free-living conditions using continuous subcutaneous insulin infusion with predictive low-glucose suspend system. BMJ Open Diabetes Research and Care, 11 (2) e003082, 1-11. doi: 10.1136/bmjdrc-2022-003082
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Not so rebel after all: Profiling personality traits in mountain running athletes
Lopez, Andrea and Sánchez, Raimundo (2023). Not so rebel after all: Profiling personality traits in mountain running athletes. Retos, 48 (48), 532-544. doi: 10.47197/retos.v48.95734
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Sánchez, Raimundo, Briones, María José, Gamboa, Alexis, Monsalve, Rafaella, Berroeta, Denis and Valenzuela, Luis (2023). Delimitation of burned areas in Chile based on dNBR thresholds adjusted according to region and land cover Delimitación de áreas quemadas en Chile a partir de umbrales dNBR ajustados según región y cubiertas del suelo. Revista de Teledeteccion, 2023 (61), 43-58. doi: 10.4995/raet.2023.18155
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Sánchez, Raimundo and Villena, Marcelo (2020). Comparative evaluation of wearable devices for measuring elevation gain in mountain physical activities. Proceedings of the Institution of Mechanical Engineers, Part P: Journal of Sports Engineering and Technology, 234 (4), 312-319. doi: 10.1177/1754337120918975
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Sánchez, Raimundo and Nieto-Jimenez, Claudio (2020). Uso de dispositivos digitales en el seguimiento de un Trail Runner. Estudio de caso (Use of digital devices to follow a Trail Runner. Case study). Retos (38), 582-586. doi: 10.47197/retos.v38i38.77105
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Sánchez, Raimundo and Nieto-Jiménez, Claudio (2020). Use of digital devices to follow a Trail Runner. Case study Uso de dispositivos digitales en el seguimiento de un Trail Runner. Estudio de caso. Retos, 83, 582-586. doi: 10.47197/retos.v38i38.77105
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Rodríguez-Valdecantos, Gustavo, Manzano, Marlene, Sánchez, Raimundo, Urbina, Felipe, Hengst, Martha B., Lardies, Marco Antonio, Ruz, Gonzalo A. and González, Bernardo (2017). Early successional patterns of bacterial communities in soil microcosms reveal changes in bacterial community composition and network architecture, depending on the successional condition. Applied Soil Ecology, 120, 44-54. doi: 10.1016/j.apsoil.2017.07.015
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Garreton, Matias and Sánchez, Raimundo (2016). Identifying an optimal analysis level in multiscalar regionalization: A study case of social distress in Greater Santiago. Computers, Environment and Urban Systems, 56, 14-24. doi: 10.1016/j.compenvurbsys.2015.10.007
PhD and MPhil Supervision
Current Supervision
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Wearable Sensor Informed Activity Workloads and Quantified Return to Play Following Upper Limb Injury in Elite Female Waterpolo
Doctor Philosophy — Associate Advisor
Other advisors:
