P04 · Research

Published evidence.
Active trials.
Open to collaboration.

Publications
2026
Prediction of pivot shift grade using in-vivo ultrasound bone tracking during sit-stand-sit: a machine learning feasibility study
Dutta J, Tay I, Lai KW, Lim JTE, Chia ZY
Preprint · submitted for peer review DOI: 10.64898/2026.05.10.26352712
2026
Multimodal wearable system for objective assessment of dynamic rotational knee biomechanics following ACL injury and reconstruction: a clinical validation study using ensemble deep learning
Dutta J, Tan DYY, Lai KW, Zhu J, Chia ZY
Preprint · submitted for peer review DOI: 10.64898/2026.05.08.26352706
2026
Validation of a novel knee harness inertial-cum-ultrasound wearable device as a quantitative measure of knee function
Ow ZGW, Zhang EJX, Wong KL
J. Clin. Orthop. Trauma DOI: 10.1016/j.jcot.2026.103338
2025
Quantification of 3D kinematic measurements for knee flexion and tibial rotation using an IMU-based sensor and ultrasound imaging system: a cadaveric study
Razak HRBA, Chua N, Lai KW
Sensors DOI: 10.3390/s25134211
Active trials

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SGH-ACL-2024 Enrolling

Multicentre prospective validation of pivot-shift grading

SGH · NUH
30 / 60 enrolled
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We're open to joint studies, validation partnerships, clinical site collaborations, and dataset access requests. Reach out and we'll route you to the right team — clinical, technical, or commercial.

Clinical validation Trial sites, IRB partnerships, co-authored studies.
Dataset access De-identified kinematic + outcomes data for qualified researchers.
Engineering & algorithms Sensor design, ML modelling, signal-processing collaboration.
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