Ensemble transfer learning for classifying physical examinations in GP consultation: a multi-model approach to human-object and human-to-human activity recognition

The proposed fusion framework accurately recognises physical examinations in GP consultations and supports future telehealth and diagnostic research.

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Publication Details

Journal
Journal of the American Medical Informatics Association
Published
2025-11-26
DOI
https://doi.org/10.1093/jamia/ocaf196
Primary Topic
Human Pose and Action Recognition
Type
article
Field-Weighted Citation Impact
0.00
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article

Ensemble transfer learning for classifying physical examinations in GP consultation: a multi-model approach to human-object and human-to-human activity recognition

Annie Lau, Hao Xiong, Moomna Waheed, Kate Tong
Journal of the American Medical Informatics Association
Human Pose and Action Recognition
article

Ensemble transfer learning for classifying physical examinations in GP consultation: a multi-model approach to human-object and human-to-human activity recognition

Annie Lau, Hao Xiong, Moomna Waheed, Kate Tong
article en

Abstract

The proposed fusion framework accurately recognises physical examinations in GP consultations and supports future telehealth and diagnostic research.

Journal of the American Medical Informatics AssociationVol. 33(2)
Macquarie University (AU)
Openalex Percentile: Top 63%
Human Pose and Action Recognition
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