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This paper is in the following e-collection/theme issue:

mHealth for Data Collection and Research (1746) Mobile Health (mhealth) (5219) New Methods (1818) Wearable Devices and Sensors (1610) Novel Sensors and Data Acquisition Methods in Cardiology (267) Mobile Apps for Cardiology (227)

Published on in Vol 11 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/48812, first published .
Person wearing a Zephyr BioHarness chest strap for heart rate monitoring

G Tolerance Prediction Model Using Mobile Device–Measured Cardiac Force Index for Military Aircrew: Observational Study

G Tolerance Prediction Model Using Mobile Device–Measured Cardiac Force Index for Military Aircrew: Observational Study

Authors of this article:

Ming-Hao Kuo1 Author Orcid Image ;   You-Jin Lin2 Author Orcid Image ;   Wun-Wei Huang3 Author Orcid Image ;   Kwo-Tsao Chiang4, 5, 6 Author Orcid Image ;   Min-Yu Tu7, 8, 9 Author Orcid Image ;   Chi-Ming Chu1, 5, 10, 11, 12, 13 Author Orcid Image ;   Chung-Yu Lai6 Author Orcid Image
Article Authors Cited by (8) Tweetations (2) Metrics

Journals

  1. Hsu C, Lee L, Chang H, Lai C, Kuo C, Chien K. Short-term Structural and Microvascular Ocular Changes Induced by Hypergravity Exposure During Human Centrifuge Training. Investigative Ophthalmology & Visual Science 2025;66(11):72 View
  2. LAI C, HUANG W, KUO C, TSAI W, CHANG C, CHANG N. Relationship between the G Tolerance, Physical Performance, and Cardiac Force Index in Male Aircrew: A Prospective Observational Study. Medicine & Science in Sports & Exercise 2025;57(10):2227 View
  3. Machado A, Ferreira D, Ferreira S, Almeida-Antunes N, Carvalho P, Melo P, Rocha N, Rodrigues M. A Systematic Review of Chest-Worn Sensors in Cardiac Assessment: Technologies, Advantages, and Limitations. Sensors 2025;25(19):6049 View
  4. Zhang B, Xu Z, Li X. GC-ViT: Graph Convolution-Augmented Vision Transformer for Pilot G-LOC Detection Through AU Correlation Learning. Aerospace 2026;13(1):93 View
  5. Bruno J, Thapa R, Montoro-Bombú R, Sarmento H. Toward safer skies - the role of NIRS and capnography in G-tolerance monitoring: A narrative review. International Journal of Sports Science & Coaching 2026 View
  6. Wang X, Wu H, Yang X, Wu Z, Zhao Y, Bao J, Liu Z. From G tolerance to physiological state monitoring: mechanisms and adaptive protection. Frontiers in Physiology 2026;17 View
  7. Harel M, Nakdimon I, Ben-Ari O. Factors associated with in-flight G-induced loss of consciousness (G-LOC) in military aircrew. BMJ Military Health 2026:military-2026-003318 View

Conference Proceedings

  1. Owen L, Smith J, Shin E, Bolton S. NAECON 2026 - IEEE National Aerospace and Electronics Conference. Predictive Modeling of G-Induced Loss of Consciousness (GLOC) Using Physiological Data and Machine Learning View