Stanford Medicine · Medicina Cardiovascular

Estudio por qué cada persona respondede manera distinta al ejercicio.

Mi trabajo abarca la multiómica de MoTrPAC, el alto rendimiento deportivo, CPET, ECG, la investigación clínica del ejercicio y agentes y aplicaciones de IA. En estos proyectos uso fisiología, biomecánica, datos moleculares y software para estudiar cómo responden las personas al ejercicio.

MoTrPACAlto rendimientoCPETECGInvestigación clínicaAgentes de IA + apps
Proyectos actuales

Mis proyectos abarcan investigación molecular, clínica y de rendimiento.

En Stanford y con colaboradores externos, trabajo en seis áreas conectadas. En todas utilizo el ejercicio para estudiar la salud, la adaptación o el rendimiento.

01Consorcio de los NIH

MoTrPAC

Contribuyo al análisis de datos clínicos y multiómicos de distintos tejidos, modalidades de ejercicio y especies para identificar mecanismos y biomarcadores de la respuesta al ejercicio.

MultiómicaFenotipado clínicoAdaptación al ejercicio
02Rendimiento deportivo

Alto rendimiento deportivo

Aplico fisiología del ejercicio, biomecánica y pruebas de rendimiento al monitoreo de atletas y al estudio del entrenamiento, incluidas colaboraciones con Stanford Baseball y equipos externos de ciencias del deporte.

BiomecánicaPruebas de rendimientoMonitoreo de atletas
03Fisiología integrada

Prueba cardiopulmonar de ejercicio

Mi trabajo con CPET incluye control de calidad, determinación de umbrales, interpretación fisiológica y herramientas de investigación para entornos clínicos y de rendimiento.

CPETControl de calidadUmbrales
04Electrocardiografía

ECG y cardiología deportiva

Analizo grandes conjuntos de ECG digitales de atletas para estudiar patrones de repolarización y fortalecer la evidencia utilizada en la evaluación y la interpretación.

ECGEvaluación de atletasSeñales digitales
05Fisiología clínica del ejercicio

Poblaciones clínicas

Mis colaboraciones clínicas abarcan enfermedades neuromusculares y movilidad limitada, insuficiencia cardiaca crónica y otras preguntas sobre capacidad funcional y recuperación. También estudio la fisiología vascular relacionada con el riesgo de accidente cerebrovascular.

Enfermedad neuromuscularRiesgo de accidente cerebrovascularRecuperación
06Investigación digital

Agentes de IA y aplicaciones

Desarrollo agentes y aplicaciones para análisis de datos, revisión de literatura, docencia y flujos de investigación, y colaboro en trabajos sobre evaluación por visión artificial e intervenciones de actividad física guiadas por modelos de lenguaje.

Agentes de IAApps de investigaciónSalud digital
Mi perfil de Stanford incluye mis nombramientos, premios y otros detalles de investigación.Ver perfil de Stanford
Agentes de IA y aplicaciones de investigación

Software para investigación, docencia y análisis.

Desarrollo agentes y aplicaciones para necesidades concretas de mi investigación y docencia: revisar evidencia, analizar el movimiento y la fisiología, organizar datos y prepararse para exámenes de certificación.

01Atlas de evidencia · versión 0.6

Datos publicados de salto vertical, organizados por protocolo

Vertical Jump Atlas

Compare cohortes publicadas por protocolo de salto y consulte valores de referencia de estudios compatibles. Las estimaciones combinadas son exploratorias y no están diseñadas para diagnóstico ni selección de talento.
51 registros en PubMed74 valores de referenciaAgrupados por protocolo
Abrir el atlas
02En desarrollo

Formación en armonización con datos sintéticos

Metabo-Diet

Estoy desarrollando este módulo para enseñar a comparar datos de alimentación, ejercicio, salud clínica y metabolómica sin perder el contexto ni la procedencia de cada estudio.
Datos sintéticosMultiómicaArmonización de datos
Consultar sobre el proyecto
03Beta pública

Análisis de saltos en video para la enseñanza

FlightLab EDU

Los estudiantes pueden revisar videos de salto con contramovimiento y salto desde sentadilla sin subirlos a un servidor. La aplicación sugiere los eventos de despegue y aterrizaje en el dispositivo, permite corregirlos, calcula la altura a partir del tiempo de vuelo, señala problemas de calidad y exporta los resultados localmente.
Rendimiento + educaciónIA en el dispositivoLos videos no se suben
Abrir FlightLab EDU
04Software privado de investigación

Control de calidad y análisis de datos de CPET

Stanford CPET App

Uso este software privado para importar archivos de pruebas de ejercicio cardiopulmonar, revisar la calidad de los datos, visualizar los resultados y preparar exportaciones para investigación.
CPETFisiologíaFlujos reproducibles
Consultar sobre el software
05Herramienta educativa disponible

Preguntas de práctica para certificaciones en ciencias del ejercicio

Exercise Science Practice Lab

Desarrollé esta herramienta multilingüe e independiente para preparar las certificaciones ACSM-CEP, NSCA-CPSS y NSCA-CSCS. Incluye bancos de preguntas originales y registra las áreas que requieren más repaso.
Educación3,000 preguntasEnglish · Español · 中文
Abrir Practice Lab
La pregunta detrás de mi trabajo
¿Cómo podemos ir más allá de una recomendación de ejercicio basada en promedios y elegir una intervención adecuada para cada persona?
01Medir

Recopilar pruebas clínicas, datos de movimiento, datos de dispositivos portátiles, registros de alimentación y perfiles moleculares.

02Relacionar

Estudiar cómo cambian estas mediciones entre tejidos, momentos y tipos de ejercicio.

03Aplicar

Usar esas diferencias para desarrollar estrategias personalizadas que se puedan evaluar.

Registro de publicaciones · Actualizado en agosto de 2026

95 artículos, preprints y resúmenes.

Preparé esta lista a partir de mi CV y verifiqué cada registro en PubMed, mi perfil de Stanford y las fuentes editoriales. Los trabajos indexados enlazan a PubMed; los demás llevan a la revista, el DOI, un repositorio o Google Scholar.

49Publicaciones revisadas por pares
5Preprints
41Resúmenes y actas de congresos
Publicaciones revisadas por pares49
2026
DOI

Edwards, A., Rowlett, M., Jerazano Mora, J. M., Schoenfeld, B. J., & Montalvo, S. (2026). Sleep: The Overlooked Pillar of Muscle Hypertrophy—A Critical Review of Mechanistic and Observational Evidence. Strength & Conditioning Journal. Advance online publication.

2026
PubMed

Cabarkapa, D., Yang, Y., Montalvo, S., Ríos-Gallardo, P. T., Camacho, A. A., & Munce, T. A. (2026). Relationships Between Isometric Shoulder Strength and Three-Point Shooting Accuracy in Male Basketball Players. Journal of Strength and Conditioning Research. Advance online publication.

2026
PubMed

Schmiedmayer, P., Johnson, A., Schuetz, N., Kollmer, L., Goldschmidt, P., Delgado-SanMartin, J., Zhang, K. W., Mantena, S. D., Tolas, A., Montalvo, S., Ramirez-Posada, M., O'Sullivan, J. W., Oppezzo, M., King, A. C., Rodriguez, F., Ashley, E., Lawrie, A., & Kim, D. S. (2026). Design and rationale of the My Heart Counts cardiovascular health study: a large-scale, fully digital biobank, and randomized trial of large language model-driven coaching of physical activity. American Journal of Preventive Cardiology, 28, 101565.

2026
DOI

Montalvo, S., Terrazas, L., Edwards, A., Ríos-Gallardo, P. T., Gomez-Castillo, D., Gonzalez, M. P., Dietze-Hermosa, M., & Dorgo, S. (2026). Lean mass gain and strength improvements after manual- and weight-resistance training: A secondary exploratory mediation analysis of a randomized trial. Journal of Bodywork and Movement Therapies, 48, 308-315.

2026
PubMed

Aguila Camacho, A., Ochoa Ahmed, F., Rowlett, M., Ríos-Gallardo, P. T., Cabarkapa, D. V., Cabarkapa, D., & Montalvo, S. (2026). Longitudinal Changes in Countermovement Jump and Isometric Mid-Thigh Pull Metrics and Their Relationship With On-Court Basketball Performance in Elite Female Collegiate Basketball Players. Journal of Strength and Conditioning Research. Advance online publication.

2026
DOI

Ríos-Gallardo, P. T., Carranza-García, L. E., Balsalobre-Fernández, C., & Montalvo, S. (2026). Reliability and Validity of an AI-Driven Smartphone Application for Measuring Countermovement Jump Height: A Comparison with Force Platform, Infrared Optical Timing, and Manual Video Analysis. Measurement in Physical Education and Exercise Science, 30(1), 73-86.

2026
PubMed

Ríos-Gallardo, P. T., Carranza-García, L. E., Dietze-Hermosa, M., Gonzalez, M. P., Balsalobre-Fernández, C., Dorgo, S., & Montalvo, S. (2026). Validity and Reliability of an AI-Based Jump Height App vs. Infrared Contact Mat: Minimal Influence of Skin Pigmentation Under Standardized Lighting. Journal of Strength and Conditioning Research, 40(8), e792-e804.

2026
PubMed

Ríos-Gallardo, P. T., Gotoo-Vázquez, P. J., López-Walle, J., Mendoza-Farias, F. J., Figueroa-Jimenez, M. O., & Montalvo, S. (2026). Profiling Fireball Extreme Challenge™ athletes: an exploratory multidimensional study in an emerging co-ed sport. Journal of Sports Medicine and Physical Fitness, 66(5), 593-605.

2026
PubMed

Tso, J. V., Montalvo, S., Ferrari, F., Collins, B., Jones, S., Christle, J. W., Hadley, D., Petek, B. J., & Froelicher, V. (2026). Race- and Sex-Associated Electrocardiographic Repolarization Characteristics in Young American Athletes in the Digital Age. JACC: Advances, 5(1), 102409.

2026
PubMed

Montalvo, S., Tso, J. V., Christle, J. W., Hadley, D., Wheeler, M., Perez, M., Myers, J., Ashley, E., & Froelicher, V. (2026). Sex-specific electrocardiographic criteria for left ventricular hypertrophy in young athletes. Heart Rhythm, 23(2), 281-288.

2025
DOI

Ríos-Gallardo, P. T., Camacho-Tristán, G., Diaz-Ochoa, E. A., Ovalle-Hernández, J. D. D., & Montalvo, S. (2025). Concurrent validity and agreement between My Jump 2 and an infrared contact mat for measuring squat and countermovement jump height and elasticity index in university basketball players. Journal of Physical Education and Sport, 25(11), 2258-2266.

2025
DOI

Diaz-Ochoa, A., Dietze-Hermosa, M., & Montalvo, S. (2025). Advancing Strength and Conditioning Practices for Collegiate Female Flag Football: A Narrative Review and Practical Framework. Strength and Conditioning Journal, 47(6), 648-656.

2025
PubMed

Brochet, P., Montalvo, S., Lindholm, M. E., Jimenez-Morales, D., Jin, C. A., Rasmussen, B. B., Kraus, W. E., Yan, Z., Wheeler, M. T., & Katz, D. H. (2025). Endurance Training Enhances Sex-Specific Cardioprotective Metabolism. Circulation Research, 137(7), 1045-1047.

2025
DOI

Tan, E. C. H., Rio-Rodriguez, D., Mancilla, A., Gonzalez, M. P., & Montalvo, S. (2025). Countermovement jump performance in Malaysian young wushu athletes: normative values and sex-based differences. Revista de Artes Marciales Asiaticas, 20(2), 209-219.

2025
PubMed

Dietze-Hermosa, M., Montalvo, S., Gonzalez, M. P., Briggs, A., & Dorgo, S. (2025). Resisted Sprint Training Improves Overground Sprint, Jump, and Isometric Mid-Thigh Pull Kinetics and Kinematics in Male Youth Ice Hockey Players: A Randomized Control Trial. Journal of Human Kinetics, 98, 117-131.

2025
PubMed

Blumberg, Y., de Monts, C., Montalvo, S., Tang, W. J., Dunaway Young, S., Hageman, N., Sanchis-Gomar, F., Ashley, E. A., Amar, D., Myers, J., Wheeler, M. T., Day, J. W., Duong, et al. (2025). Cardiopulmonary Recovery After Maximal Exercise in Individuals with Neuromuscular Disease and Limited Mobility. Journal of Clinical Medicine, 14(12), 4190.

2025
PubMed

Terrazas, L., Montalvo, S., & Dorgo, S. (2025). Manual resistance training and resistance training elicit neuromuscular strength adaptations but not body composition changes in an 8-week exercise intervention. Journal of Bodywork and Movement Therapies, 42, 810-815.

2025
PubMed

Gomez, M., Montalvo, S., Conde, D., Ibarra-Mejia, G., & Gurovich, A. N. (2025). The effects of eccentric cycling on vascular reactivity. Frontiers in Physiology, 16, 1554054.

2025
PubMed

Froelicher, V., Husaini, M., Tso, J. V., Montalvo, S., Christle, J., Perez, M. V., Hadley, D., Wheeler, M., Stein, R., Vetter, V., Hsu, J. J., Asif, I. M., Hedman, et al. (2025). Proposed enhanced recommendations for interpretation of electrocardiographic screening of athletes. Progress in Cardiovascular Diseases, 89, 69-77.

2025
PubMed

Montalvo, S., Gonzalez, M. P., Dietze-Hermosa, M. S., Martinez, A., Rodriguez, S., Gomez, M., Cubillos, N., Ibarra-Mejia, G., Tan, E., & Dorgo, S. (2025). Effects of Different Stretching Modalities on the Antagonist and Agonist Muscles on Isokinetic Strength and Vertical Jump Performance in Young Men. Journal of Strength and Conditioning Research, 39(2), 173-183.

2025
PubMed

Montalvo, S., Gonzales, F., Lance, G., Gonzalez, M. P., Dietze-Hermosa, M. S., & Dorgo, S. (2025). Comparative kinematic analysis of high-speed treadmill vs. overground sprinting across athletic levels and sex. Journal of Sports Medicine and Physical Fitness, 65(2), 171-179.

2025
PubMed

Gomez, M., Montalvo, S., Sanchez, A., Conde, D., Ibarra-Mejia, G., Peñailillo, L. E., & Gurovich, A. N. (2025). Effects of Different Eccentric Cycling Intensities on Brachial Artery Endothelial Shear Stress and Blood Flow Patterns. Research Quarterly for Exercise and Sport, 96(2), 287-297.

2024
DOI

Alvurdu, S., Akarçeşme, C., Altundağ, E., & Montalvo, S. (2024). Concurrent validity and reliability of iVMES portable force plate for measuring vertical jump height. Journal of Physical Education and Sport, 24(4), 1024-1031.

2024
DOI

Toledo, H., Sandoval, J., Mancilla, A., Pourjahani, S., Tan, E., & Montalvo, S. (2024). Differences in Hamstring Flexibility between Athletes in the Chilean National Wushu Team versus Athletes not in the Chilean National Wushu Team. Journal of Taiji Science, 3(1), 48-55.

2024
DOI

Froelicher, V., Tso, J. V., Montalvo, S., Christle, J., Perez, M. V., Hadley, D., Wheeler, M., Hwang, C. E., Uberoi, A., Abrams, G., & Ashley, E. (2024). The Stanford Legacy and the Future of Electrocardiographic Screening of Athletes. Medical Research Archives, 12(5).

2024
PubMed

Tso, J. V., Montalvo, S., Christle, J., & Froelicher, V. (2024). Can the outlier percentiles from norms increase the sensitivity of the ECG criteria for screening athletes? Progress in Cardiovascular Diseases, 86, 93-95.

2024
PubMed

Tan, E. C. H., Weng Onn, S., & Montalvo, S. (2024). Measuring Vertical Jump Height With Artificial Intelligence Through a Cell Phone: A Validity and Reliability Report. Journal of Strength and Conditioning Research, 38(9), e529-e533.

2024
PubMed

Gurovich, A. N., Montalvo, S., Hassan, P. F., & Gomez, M. (2024). Carotid Arterial Compliance during Different Intensities of Submaximal Endurance Exercise. Journal of Clinical Medicine, 13(11), 3316.

2024
PubMed

Dietze-Hermosa, M. S., Montalvo, S., Gonzalez, M. P., & Dorgo, S. (2024). The Impact of an 8-Week Resisted Sprint Training Program on Ice Skating Performance in Male Youth Ice Hockey Players. Journal of Strength and Conditioning Research, 38(5), 957-965.

2024
PubMed

Montalvo, S., Froelicher, V. F., Hadley, D., & Wheeler, M. T. (2024). Digitized Electrocardiography Measurements Support the Biological Plausibility of the Pathological Significance of ST Segments in Athletes. Clinical Journal of Sport Medicine, 34(4), 362-369.

2024
PubMed

Tso, J. V., Montalvo, S., Christle, J., Hadley, D., & Froelicher, V. (2024). Should ECG criteria for Low QRS voltage (LQRSV) be specific for Sex? American Heart Journal, 270, 117-124.

2023
PubMed

Tang, W. J., Gu, B., Montalvo, S., Dunaway Young, S., Parker, D. M., de Monts, C., Ataide, P., Ni Ghiollagain, N., Wheeler, M. T., Tesi Rocha, C., Christle, J. W., He, Z., Day, et al. (2023). Assessing the Assisted Six-Minute Cycling Test as a Measure of Endurance in Non-Ambulatory Patients with Spinal Muscular Atrophy (SMA). Journal of Clinical Medicine, 12(24), 7582.

2023
PubMed

Dorgo, S., Terrazas, L. A., Gonzalez, M. P., Dietze-Hermosa, M. S., & Montalvo, S. (2023). Effects of manual resistance versus weight resistance training on body composition and strength in young adults after a 14-week intervention. Journal of Bodywork and Movement Therapies, 36, 313-319.

2023
PubMed

Montalvo, S., Martinez, A., Arias, S., Lozano, A., Gonzalez, M. P., Dietze-Hermosa, M. S., Boyea, B. L., & Dorgo, S. (2023). Commercial Smart Watches and Heart Rate Monitors: A Concurrent Validity Analysis. Journal of Strength and Conditioning Research.

2023
DOI

Dietze-Hermosa, M., Montalvo, S., Gonzalez, M. P., Cubillos, N. R., & Dorgo, S. (2023). Differences in sprint profile, sprint completion times, and jumping performance between division I track and field sprinters, throwers, and long-distance runners. Journal of Physical Education and Sport, 23(1), 10-23.

2023
DOI

Montalvo, S., Conde, D., Sanchez, M., Martinez, P., Trevizo, R., & Ibarra-Mejia, G. (2023). Dynamic stretching improves muscle activation and pain pressure threshold but not isometric hand strength when compared to static stretching. Journal of Physical Education and Sport, 23(2), 293-300.

2023
PubMed

Gonzalez, M. P., Montalvo, S., Dietze-Hermosa, M., Gomez, M., & Dorgo, S. (2023). A Comparison of Morphological, Jump, and Sprint Kinematic Asymmetries in Division I Track and Field Athletes. International Journal of Exercise Science, 16(1), 1306-1319.

2022
PubMed

Gomez, M., Montalvo, S., & Gurovich, A. N. (2022). Near Infrared Spectroscopy is not a Surrogate of Venous Occlusion Plethysmography to Assess Microvascular Resting Blood Flow and Function. International Journal of Exercise Science, 15(2), 1616-1626.

2022
PubMed

Montalvo, S., Gomez, M., Lozano, A., Arias, S., Rodriguez, L., Morales-Acuna, F., & Gurovich, A. N. (2022). Differences in Blood Flow Patterns and Endothelial Shear Stress at the Carotid Artery Using Different Exercise Modalities and Intensities. Frontiers in Physiology, 13, 857816.

2022
DOI

Tan, E., Montalvo, S., Gonzales, M. P., Dietze-Hermosa, M. S., Min, S., & Dorgo, S. (2022). Changes in vertical jump performance and body composition before and after COVID-19 lockdown. Journal of Human Exercise and Sport, 18(1), 224-241.

2021
PubMed

Dietze-Hermosa, M., Montalvo, S., Gonzalez, M. P., Rodriguez, S., Cubillos, N. R., & Dorgo, S. (2021). Association and Predictive Ability of Jump Performance with Sprint Profile of Collegiate Track and Field Athletes. Sports Biomechanics, 1-20.

2021
PubMed

Montalvo, S., Gruber, L. D., Gonzalez, M. P., Dietze-Hermosa, M. S., & Dorgo, S. (2021). Effects of Augmented Eccentric Load Bench Press Training on One Repetition Maximum Performance and Electromyographic Activity in Trained Powerlifters. Journal of Strength and Conditioning Research, 35(6), 1512-1519.

2021
PubMed

Montalvo, S., Gonzalez, M. P., Dietze-Hermosa, M. S., Eggleston, J. D., & Dorgo, S. (2021). Common Vertical Jump and Reactive Strength Index Measuring Devices: A Validity and Reliability Analysis. Journal of Strength and Conditioning Research, 35(5), 1234-1243.

2021
DOI

Dietze-Hermosa, M. S., Montalvo, S., Gonzalez, M. P., & Dorgo, S. (2021). Association Between the Modified Functional Movement Screen Scores, Fear of Falling, and Self-Perceived Balance in Active Older Adults. Topics in Geriatric Rehabilitation, 37(2), 64-73.

2021
PubMed

Dietze-Hermosa, M., Montalvo, S., Gonzalez, M. P., & Dorgo, S. (2021). Physical fitness in older adults: Is there a relationship with the modified Functional Movement Screen? Journal of Bodywork and Movement Therapies, 25, 28-34.

2021
DOI

Montalvo, S., Conde, D., Gonzales, M. P., Dietze-Hermosa, M. S., Ibarra-Mejia, G., & Dorgo, S. (2021). Heart rate percentage as a method for determining intra-set resting during a post-activation performance enhancement exercise to increase vertical jump performance. Journal of Physical Education and Sport, 21(5), 2730-2736.

2020
PubMed

Dorgo, S., Perales, J. J., Boyle, J. B., Hausselle, J., & Montalvo, S. (2020). Sprint Training on a Treadmill vs. Overground Results in Modality-Specific Impact on Sprint Performance but Similar Positive Improvement in Body Composition in Young Adults. Journal of Strength and Conditioning Research, 34(2), 463-472.

2020
DOI

Dietze-Hermosa, M., Montalvo, S., Cubillo, N. R., Gonzales, M. P., & Dorgo, S. (2020). Association and predictive ability of vertical countermovement jump performance on unilateral agility in recreationally trained individuals. Journal of Physical Education and Sport, 20, 2076-2085.

2019
PubMed

Montalvo, S., & Dorgo, S. (2019). The effect of different stretching protocols on vertical jump measures in college age gymnasts. Journal of Sports Medicine and Physical Fitness, 59(12), 1956-1962.

Preprints5
2026
PubMed

Robbins, J. M., Katz, D. H., Many, G. M., Rao, P., Smith, G. R., Tiwari, G., Jin, C., Spielmann, G., Montalvo, S., Iyer, G., Amar, D., Leach, D., Coyne, et al. (2026). Blood Biochemical Responses to Acute Exercise: Findings from the Molecular Transducers of Physical Activity Consortium (MoTrPAC). bioRxiv.

2026
PubMed

Keshishian, H., Many, G. M., Smith, G., Clark, N. M., Iyer, G., Hart, P., Lindholm, M. E., Montalvo, S., Zhang, Z., Jin, C., Sanford, J. A., Carr, S. A., Adkins, et al. (2026). Integrative Multi-omics Analysis of the Human Skeletal Muscle Response to Endurance or Resistance Exercise: Findings from the Molecular Transducers of Physical Activity Consortium (MoTrPAC). bioRxiv.

2026
PubMed

Brandt, A. R., Fleg, J., Goodpaster, B. H., Jaeger, B., Jin, C. A., Johannsen, N. M., Katz, D., Keshishian, H., Kohrt, W. M., Kraus, W. E., Lester, B., Melanson, E. L., Miller, et al. (2026). Molecular Transducers of Physical Activity Consortium (MoTrPAC): Initial Insights into the Dynamic Human Responses to Exercise. bioRxiv.

2026
PubMed

MoTrPAC Study Group; Katz, D. H., Jin, C. A., Many, G. M., Smith, G. R., Keshishian, H., Clark, N. M., Iyer, G., Ahn, C., Lindholm, M. E., Sagendorf, T. J., Amar, D., Barber, J. L., Brandt, A. R., Coen, P. M., Ge, Y., Hart, P., Hsu, F. C., Jaeger, B. C., Jimenez-Morales, D., Leach, D. T., Mani, D. R., Montalvo, S., et al. (2026). Multi-Omic, Multi-Tissue Responses to Acute Exercise in Sedentary Adults: Findings from the Molecular Transducers of Physical Activity Consortium. bioRxiv.

2026
DOI

Mantena, S., Johnson, A., Schuetz, N., Tolas, A., Montalvo, S., Delgado-SanMartin, J., Ramirez-Posada, M., Du, L., Zhang, S., Huynh, A. D., Oppezzo, M., King, A. C., Schmiedmayer, P., Lawrie, A., Rodriguez, F., Ashley, E. A., & Kim, D. S. (2026). Grounding Language Models in Behavioral Science to Scale Physical Activity Interventions for Hispanic/Latinx Populations. medRxiv.

Resúmenes y actas de congresos41
2026
Google Scholar

Zhong, Y., Christle, J., Montalvo Hernandez, S., Schuetz, N., Aresh, N., Ashley, E. A., Myers, J. N., & Kim, D. S. (2026). Comparison of novel physiology-based FRIEND equations for VO2peak with conventional measures for predicting clinical outcomes. Journal of the American College of Cardiology, 87(13 Supplement), A1238.

2025
Google Scholar

Duong, T., Montalvo, S., de Monts, C., Blumberg, Y., Vogt-Domke, S., Salvatore, S., Tang, W., Meyer, J., Wheeler, M., Day, J. W., Hageman, N., & Christle, J. (2025). Prediction of VO2max and cardiopulmonary responses from ventilatory threshold VO2 in neuromuscular disease patients using machine learning. Neuromuscular Disorders, 53, 106032.

2025
Google Scholar

Duong, T., Montalvo, S., de Monts, C., Blumberg, Y., Vogt-Domke, S., Salvatore, S., Tang, W., Dunaway Young, S., Wheeler, M., Day, J. W., Hageman, N., Taivassalo, T., & Christle, J. (2025). Delayed exercise recovery ventilatory responses between individuals with neuromuscular disease. Neuromuscular Disorders, 53, 106033.

2025
Google Scholar

Rogers, A. M., Jr., Gonzalez, M. P., Montalvo, S., & Dorgo, S. (2025). The Comparison of Time to Peak Rapid Force Production in Division One Collegiate Male Football, Track, and Basketball Players. International Journal of Exercise Science: Conference Proceedings, 2(17), 182.

2025
DOI

Brochet, P., Njoroge, J., Montalvo Hernandez, S., Lindholm, M., Smith, G., Amar, D., Gay, N., Zhao, B., Hung, C., Jin, C., Chavez, C., Nachun, D., Zaslavsky, et al. (2025). Multi-omics analysis of endurance exercise reveals cardioprotective remodeling in rat heart. Circulation, 152(Suppl 3), 4367025.

2025
DOI

Iyer, G., Smith, G., Many, G., Clark, N., Jin, C., Montalvo Hernandez, S., Thalacker-Mercer, A., Houmard, J., Bergman, B., Nie, J., Espinoza, S., Trappe, S., Sparks, et al. (2025). Integrated Multi-omics Analysis of Skeletal Muscle in Response to a Bout of Resistance or Endurance Exercise. Circulation, 152(Suppl 3), 4367452.

2025
DOI

Carnero, E. A., Coyne, B. J., Christle, J. W., Brubaker, P. H., Kraus, W. E., Goodpaster, B. H., Stowe, C. L., Rejeski, W. J., Montalvo, S., & Fleg, J. L. (2025). MoTrPAC CPET Core Lab - Quality Control and Threshold Determinations. Medicine & Science in Sports & Exercise, 57(10S), 426.

2025
DOI

Silva, A., Montalvo, S., Christle, J., & Myers, J. (2025). A nonexercise equation to predict oxygen consumption peak in chronic heart failure: integrating clinical variables for prognostic assessment. European Respiratory Journal, 66(Suppl 69), PA1994.

2024
Google Scholar

Katz, D., Jin, C., Smith, G., Clark, N., Iyer, G., Keshishian, H., Hart, P., Sanford, J., Zhang, Z., Ge, Y., Robbins, J., Barber, J., Montalvo, S., et al. (2024). The multi-omic, multi-tissue response to acute endurance and resistance exercise: Results from the Molecular Transducers of Physical Activity Consortium. Circulation, 150(Suppl 1), A4143199.

2024
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Tso, J. V., Montalvo, S., Christle, J., Hadley, D., & Froelicher, V. (2024). Sex-associated Differences in Low QRS Voltage in Young Athletes. Medicine & Science in Sports & Exercise, 56(10S), 244-245.

2024
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Tang, W., de Monts, C., Montalvo, S., Dunaway Young, S., Salvatore, S., Khonde, S., Smith, S., Hageman, N., Blumberg, Y., Ataide, P., Ni Ghiollagain, N., Parker, D., Wheeler, M., Day, J., & Duong, T. (2024). Exploring muscle endurance in a neuromuscular population: insights from the assisted 6-minute cycling test combined with cardiopulmonary exercise testing and near-infrared spectroscopy. Neuromuscular Disorders, 43, 104441.85.

2024
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Tang, W., Salvatore, S., Khonde, S., Montalvo, S., de Monts, C., Smith, S., Hageman, N., Blumberg, Y., Ataide, P., Ni Ghiollagain, N., Parker, D., Wheeler, M., Day, J., Christle, J., & Duong, T. (2024). Feasibility of assessing muscle oxygenation in patients with neuromuscular disease using near-infrared spectroscopy. Neuromuscular Disorders, 43, 104441.84.

2024
DOI

Montalvo, S., Blumberg, Y., de Monts, C., Tang, W. J., Ataide, P., Young, S., Ghiollagain, N., Parker, D. M., Day, J. W., Myers, J. N., Wheeler, M. T., Duong, T., Christle, et al. (2024). Exercise and Recovery Ventilatory Responses Between Individuals With Neuromuscular Disease and Healthy Adults. Medicine & Science in Sports & Exercise, 56(10S), 925-926.

2024
DOI

Blumberg, Y., Patti, A., De Monts, C., Montalvo, S., Ataide, P., Tang, W., Young, S., Myers, J., Wheeler, M. T., Duong, T., Christle, J. W., & Day, J. W. (2024). Investigating Recovery From Maximal Exercise In Patients With Neuromuscular Disease. Medicine & Science in Sports & Exercise, 56(10S), 657.

2023
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Blumberg, Y., De Monts, C., Tang, W., Montalvo, S., Ataide, P., Dunaway Young, S., Wheeler, M., Ashley, E., Myers, J., Day, J., Christle, J., & Duong, T. (2023). Assessment of maximal effort for weaker individuals with neuromuscular disease during the assisted six-minute cycling test. Neuromuscular Disorders, 33, S187.

2023
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Tang, W., Montalvo, S., De Monts, C., Dunaway Young, S., Ataide, P., Ni Ghiollagain, N., Stevens, V., Parker, D., He, Z., Tesi Rocha, C., Day, J., & Duong, T. (2023). Assisted Six Minute Cycle Test (A6MCT): A Feasible and Valid Measurement of Functional and Fatigue Changes in Individuals with Spinal Muscular Atrophy. Neuromuscular Disorders, 33, S135.

2023
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Moreno, K. S. J., Ferguson, C. P., Garcia, V. A., Montalvo, S., & Gurovich, A. N. (2023). The Effects of a Physical Therapy Program and the COVID-19 Pandemic on Student's Health Outcomes. 2023 Combined Sections Meeting (CSM), American Physical Therapy Association.

2023
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Sanchez, A. R., Gomez, M., Montalvo, S., Lozano, A., Arias, S., & Gurovich, A. N. (2023). The Effects of Different Intensities on Eccentric Cycling Blood Flow Patterns at a Concentric Cycling Workload Match. International Journal of Exercise Science: Conference Proceedings, 2(15), 98.

2023
DOI

Montalvo, S., Froelicher, V. F., Myers, J. N., & Wheeler, M. T. (2023). ST Segment Depression in Male Athletes. Medicine & Science in Sports & Exercise, 55(9S), 202-203.

2023
DOI

Gomez, M., Montalvo, S., Sanchez, A., Hassan, P., & Gurovich, A. N. (2023). Biomechanical Characteristics of the Carotid Artery During Aerobic Exercise. Medicine & Science in Sports & Exercise, 55(9S), 48.

2022
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Montalvo, S., Tan, E., & Pok, C. (2022). Neuromuscular responses to a competitive Wushu routine during the IWUF Wushu Taolu Virtual Competition. Medicine & Science in Sports & Exercise, 54(9S), 189.

2022
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Gomez, M., Montalvo, S., Lozano, A., Arias, S., & Gurovich, A. N. (2022). Brachial Artery Blood Flow Patterns During Eccentric Cycling Exercise. Medicine & Science in Sports & Exercise, 54(9S), 32-33.

2022
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Arias, S., Montalvo, S., Gomez, M., Lozano, A., Hassan, P. F., & Gurovich, A. N. (2022). Differences in Blood-Flow Patterns of the Carotid Artery Between Two Exercise Modalities at Three Intensities. Medicine & Science in Sports & Exercise, 54(9S), 556.

2021
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Montalvo, S., Gonzalez, M. P., Dietze-Hermosa, M., Cubillos, N. R., Rodriguez, S., Martinez, E., Del Rio, J., Martinez Ruiz, A., & Dorgo, S. (2021). Bilateral broad jump as a better predictor of acceleration split times than unilateral broad jump. International Journal of Exercise Science: Conference Proceedings, 2(13), 79.

2021
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Montalvo, S., Conde, D., & Mejia-Ibarra, G. (2021). One-minute of dynamic stretching increases forearm pressure pain threshold but not muscular function or strength in comparison to static stretching. Medicine & Science in Sports & Exercise, 53(8S), 318.

2021
Repositorio

Dietze-Hermosa, M., Rodriguez, S., Montalvo, S., Gonzalez, M., Cubillos, N., Martinez, E., Del Rio, J., & Dorgo, S. (2021). The Relationship between Squat Jump Performance and Sprint Profile in Collegiate Track and Field Athletes. International Journal of Exercise Science: Conference Proceedings, 2(13), Article 10.

2021
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Gonzalez, M. P., Montalvo, S., Dietze-Hermosa, M., Cubillos, N. R., Rodriguez, S., Horsch, E., & Dorgo, S. (2021). Associations Between Jump Performance and Asymmetries with 30-m Sprint Completion Time. International Journal of Exercise Science: Conference Proceedings, 2(13), 11.

2021
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Rodriguez, S. A., Jr., Dietze-Hermosa, M., Montalvo, S., Gonzalez, M. P., Cubillos, N. R., Martinez, E., Del Rio, J., & Dorgo, S. (2021). The Relationship between Broad Jump Distance and Sprint Profile in Collegiate Track and Field Athletes. International Journal of Exercise Science: Conference Proceedings, 2(13), 84.

2020
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Montalvo, S., Tan, E., Conde, D., Mejia-Ibarra, G., & Dorgo, S. (2020). Injury Rates Among Elite Wushu Kung-Fu Martial Artists and Access to Health Care. Medicine & Science in Sports & Exercise, 52(7S), 1057.

2020
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Dietze-Hermosa, M. S., Montalvo, S., Gonzalez, M. P., Rodriguez, A., Jarquin, I., & Dorgo, S. (2020). Physical Fitness in Older Adults: Is There a Relationship With the Modified Functional Movement Screen? Medicine & Science in Sports & Exercise, 52(7S), 551.

2020
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Dietze-Hermosa, M. S., Montalvo, S., Cubillos, N. R., Rodriguez, A., Gonzalez, M. P., Rodriguez, S., & Dorgo, S. (2020). Association Between Single-Leg Agility and Single-Leg Vertical Jumping Performance in Active Adults. International Journal of Exercise Science: Conference Proceedings, 2(12), 9.

2019
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Dietze-Hermosa, M. S., Montalvo, S., Gruber, L., Terrazas, L., Gonzalez, M., & Dorgo, S. (2019). Scores for the Modified Functional Movement Screen in Active Older Adults. International Journal of Exercise Science: Conference Proceedings, 2(11), 39.

2019
Google Scholar

Gonzalez, M. P., Montalvo, S., Dietze-Hermosa, M., & Dorgo, S. (2019). Manual Resistance Training as an Alternative Post-Activation Potentiation Method: A Pilot Study. International Journal of Exercise Science: Conference Proceedings, 2(11), 101.

2019
Google Scholar

Jarquin, I. A., Montalvo, S., Conde, D., Ibarra-Mejia, G., & Dorgo, S. (2019). The Effects of Two Post-Activation Potentiation Methods on Muscular Activation. International Journal of Exercise Science: Conference Proceedings, 2(11), 85.

2019
Google Scholar

Montalvo, S., Gonzalez, M. P., Dietze-Hermosa, M., & Dorgo, S. (2019). The Effects of Three Post-Activation Potentiation Methods on Muscular Activation of Knee Extensors: A Pilot Study. International Journal of Exercise Science: Conference Proceedings, 2(11), 92.

2019
Google Scholar

Rodriguez, A., Gruber, L., Montalvo, S., Gonzalez, M. P., Bastian, D., & Dorgo, S. (2019). Changes to Strength, Muscular Power, and Bar Velocity after 2 Weeks of Eccentric Overload Bench Press Training: A Case Study. International Journal of Exercise Science: Conference Proceedings, 2(11), 108.

2019
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De La Torre, I. N., Montalvo, S., Conde, D., Mejia, G., & Dorgo, S. (2019). Increasing Vertical Jump Height Using Two Alternative Post-Activation Potentiation Methods. International Journal of Exercise Science: Conference Proceedings, 2(11), 95.

2018
Repositorio

Montalvo, S., Dorgo, S., Tune, C. H., Sapien, A. C., Gonzalez, M. P., & Sanchez, J. A. (2018). Validity of Vertical Jump Measuring Devices. International Journal of Exercise Science: Conference Proceedings, 2(10), Article 69.

2018
DOI

Dorgo, S., Perales, J., & Montalvo, S. (2018). The Effects of Overground and Treadmill Sprint Training on Body Composition. National Strength and Conditioning Association Conference Proceedings.

2016
Repositorio

Amador, M., Perales, J., Montalvo, S., Dorgo, S., & Bajpeyi, S. (2016). The Effects of Two Different Sprint Training Modalities on Sprint Speed, Aerobic Fitness and Body Composition. International Journal of Exercise Science: Conference Proceedings, 2(8), Article 48.

2016
DOI

Dorgo, S., Perales, J., Montalvo, S., Amador, M., & Bajpeyi, B. (2016). Effects of Treadmill and Overground Sprint Training Modes on Sprint Speed, Body Composition and Aerobic Power. National Strength and Conditioning Conference Association Proceeding.

Formación académica y posdoctoral

Formación en fisiología del ejercicio, biomecánica y bioinformática.

Me formé en kinesiología, fisiología clínica del ejercicio y biomecánica en la University of Texas at El Paso. En Stanford, mi trabajo posdoctoral se ha centrado en rendimiento humano, biología del miocardio y bioinformática.

01
Formación posdoctoral

Biología del miocardio y bioinformática

Stanford University

02
Beca posdoctoral

Rendimiento humano y fisiología clínica del ejercicio

Stanford University

03
Doctorado

Ciencias interdisciplinarias de la salud

Fisiología del ejercicio · Biomecánica · University of Texas at El Paso

04
Maestría

Kinesiología

Fisiología clínica del ejercicio · University of Texas at El Paso

05
Licenciatura

Kinesiología

Educación física · University of Texas at El Paso

Samuel Montalvo, fisiólogo clínico del ejercicio y científico del deporte
CPSSCSCS,*D
Sobre mí

Estudio el ejercicio en entornos clínicos, de laboratorio y de rendimiento.

Soy investigador posdoctoral en Medicina Cardiovascular de Stanford University. También colaboro con el Stanford Bioinformatics Core y la Wu Tsai Human Performance Alliance.

En MoTrPAC, un consorcio financiado por los NIH, analizo datos clínicos y moleculares de varios tejidos, modalidades de ejercicio y especies. Mi trabajo también incluye alto rendimiento deportivo, CPET, cardiología deportiva y ECG, enfermedades neuromusculares, fisiología vascular relacionada con el riesgo de accidente cerebrovascular y herramientas de investigación con IA.

La mentoría inclusiva forma parte de mi trabajo como científico mexicoamericano de primera generación con raíces indígenas. También desarrollo herramientas prácticas para que la ciencia rigurosa del ejercicio sea más fácil de aprender y utilizar.

Contacto

¿Le interesa trabajar conmigo?

Estoy abierto a colaboraciones en MoTrPAC y multiómica, alto rendimiento deportivo, CPET, ECG, fisiología clínica del ejercicio y software de investigación.