All research outputs are labelled by peer-review status: Peer-Reviewed · Preprint · Active · Enrolling · Preliminary. No premature clinical claims are made. Findings are interpreted conservatively and within the scope of study design. Pre-registered statistical analysis plans (SAPs) are locked prior to data collection. Independent statisticians verify all primary analyses. All datasets are openly archived. MMSx Authority operates 8 active research streams spanning core biomechanics, AI integration, and nutritional science — with 17 registered studies and a combined participant pool exceeding 28,955.
| Stream ID | Domain | Keywords | PI / Lead | Status |
|---|---|---|---|---|
| RS-001 |
Spine & Load-Tolerance Science
Torque-demand vs. extensor-capacity modelling; spinal segment mechanics under load
|
IAP · L5/S1 Shear · Torque · EMG Trunk · Panjabi |
Dr. Neeraj Mehta |
Active |
| RS-002 |
Gait, Locomotion & Load Distribution
GRF dynamics, COM regulation, plantar load, temporal-spatial gait parameters
|
GRF · Plantar Load · IMU · Symmetry · COM |
Dr. Neeraj Mehta |
Active |
| RS-003 |
Strength & Performance Biomechanics
Force-vector optimisation, SSC mechanics, RFD, kinetic chain load-sharing strategies
|
Force Vectors · RFD · Bar Path · SSC · Fatigue |
Dr. Neeraj Mehta |
Active |
| RS-004 |
Neuromechanical Control
Anti-rotation, anti-lateral flexion, proprioceptive regulation, dynamic mechanical load
|
Proprioception · Co-contraction · HRV · EMG |
Dr. Neeraj Mehta |
Active |
| RS-005 |
Clinical Movement Dysfunction & Rehabilitation
MMSx-SCAN™ multi-site registry; staged correction pathways; load-tolerance restoration
|
MMSx-SCAN · MOVE · BPIT · Kinetic Chain · Rehab |
Dr. Neeraj Mehta |
Enrolling |
| RS-006 |
Prosthetics, Orthotics & Footwear Biomechanics
Human-device interface pressures, compensatory gait, footwear-mediated load redistribution
|
Pressure Map · Device Interface · Footwear · AFO |
Dr. Neeraj Mehta |
Developing |
| RS-007 |
Artificial Intelligence & Biomechanics
AI-driven movement pattern recognition, pose estimation, automated kinematic analysis, predictive load modelling
|
Pose Estimation · ML · Computer Vision · LSTM · Digital Twin |
Dr. Neeraj Mehta |
Active |
| RS-008 |
Nutrition & Biomechanics
Nutritional modulation of musculoskeletal load tolerance, connective tissue integrity, and neuromuscular recovery under mechanical stress
|
Collagen · Protein Synthesis · HRV · Inflammation · Recovery |
Dr. Neeraj Mehta |
Developing |
The central clinical stream of the MMSx Authority research program. Investigates movement dysfunction patterns, staged corrective sequencing, and return-to-activity frameworks using a structured multi-site registry approach. The MMSx-SCAN™ assessment tool provides the inter-rater reliability and normative reference infrastructure for this stream.
Spinal biomechanics treated as a load-pathway decision problem. Quantifies extensor torque demand vs. muscle capacity under progressive loading — with application to manual handling, rehabilitation, and performance programming.
Mechanical efficiency of high-load and high-velocity movement. Applies force-vector analysis to resistance training, plyometrics, and sport-specific skill — with emphasis on load distribution across kinetic chain segments.
Regulation of joint stability and load tolerance through proprioceptive and neuromuscular mechanisms. Investigates HRV as a systemic marker of mechanical recovery and adaptation under progressive training load.
Integration of machine learning, computer vision, and pose-estimation technologies with clinical biomechanics frameworks. Develops AI-assisted movement screening tools, predictive load models, and automated kinematic assessment pipelines for use across clinical and field-based settings — including the TrainersEye platform.
Investigates the role of nutritional status in modulating musculoskeletal load tolerance, connective tissue integrity, and neuromuscular recovery under progressive mechanical stress. Bridges nutritional biochemistry with applied biomechanics to understand how macro- and micronutrient availability influences tissue-level load capacity and mechanical adaptation.
All interventional research is pre-registered on ClinicalTrials.gov prior to data collection. Study IDs are permanent internal identifiers cross-referenced against NCT numbers, Zenodo/OSF archives, and DOI-registered publications. The table below shows the 5 foundational clinical studies; 17 studies are registered in total across all 8 research streams — including framework validation studies, reliability studies, observational registries, and normative data collection programs. Combined participant pool across registered clinical studies: n = 28,955+ across all studies.
| Study ID | Study Title & Design | n | Status | NCT / Registry | DOI / Archive | Sites |
|---|---|---|---|---|---|---|
| MMSx-STU-001 |
MOVE Protocol — Movement-Oriented Velocity of Engagement
Multi-site interventional case-series · 8-week · 4-phase rehabilitation framework · GCP ICH E6(R3)
|
40 Final | Peer-Reviewed Published | NCT07220200 |
JMMBS
|
GFFI New Delhi (n=16) BodyGNTX USA IIKBS |
| MMSx-STU-002 |
BPIT 5-Line Pilot — Strength, HRV & Injury Risk Reduction
Prospective single-site interventional · Paired t-tests α=0.05 · Cohen's d effect size · Pre-registered SAP
|
23 Final | Peer-Reviewed Published | NCT07296640 | 10.5281/zenodo.17594977 | BodyGNTX USA |
| MMSx-STU-003 |
BPIT Multi-Cohort International Validation
Multi-site observational · Mixed-effects ANOVA · Cross-site reproducibility · 5 partner institutions
|
369 Aggregated 392 | Preprint Under Review | NCT07256717 | 10.5281/zenodo.17551763 | BodyGNTX · GFFI IIKBS · AIHFT Bureau of Fitness |
| MMSx-STU-004 |
MMSx-SCAN™ Inter-Rater Reliability & Normative Reference Values
ICC(2,1) reliability study · n=120 subsample · 5 raters · Shrout & Fleiss (1979) · SEM & MDC95
|
870 Registry pool | Peer-Reviewed Published | — |
10.66078/JMMBS.2026.V3I1.016 | Multi-site · 5 raters Independent assessors |
| MMSx-STU-005 |
MMSx-SCAN™ Multi-Site Movement Intelligence Registry
Observational registry · Cross-sectional · Optional 4-week and 12-week follow-up · Sites recruiting globally
|
Open Enrolling | Active — Enrolling | NCT pending |
— |
International · Sites recruiting |
All primary datasets are archived under CC BY 4.0 with permanent DOIs. Anonymised participant data, codebooks, and analysis scripts are available for independent verification. Wikidata IDs enable machine-readable disambiguation across scholarly databases. The open dataset pool spans 2,960+ participants across all registered studies. In addition, MMSx Authority has produced 100+ monographs and position papers and 40+ exercise blueprints archived through IMSO, Zenodo, and the JMMBS publishing infrastructure.
CERN
CERN
70+ proprietary biomechanical frameworks developed and validated within the MMSx Authority research program — spanning core movement mechanics, load modelling, clinical assessment, AI integration, and nutritional biomechanics. Each framework carries a Wikidata ID where registered, is archived with a DOI where applicable, and is used as the operational model for registered clinical investigations, published frameworks, monographs, or exercise blueprints. Selected major frameworks are detailed below.
| Standard / Framework | Domain | Applies To | Verified |
|---|---|---|---|
| GCP ICH E6(R3) | Good Clinical Practice — trial conduct, documentation, investigator responsibilities | NCT07220200 · NCT07296640 · NCT07256717 | ✓ |
| Declaration of Helsinki | Ethical principles for medical research involving human subjects (2013 revision) | All clinical investigations | ✓ |
| CONSORT 2010 | Consolidated Standards of Reporting Trials — interventional study reporting | MMSx-STU-001 · STU-002 | ✓ |
| STROBE | Strengthening the Reporting of Observational Studies in Epidemiology | MMSx-STU-003 · STU-004 · STU-005 | ✓ |
| PRISMA 2020 | Preferred Reporting Items for Systematic Reviews and Meta-Analyses | Systematic reviews | ✓ |
| Pre-Registered SAP | Statistical Analysis Plan locked before data collection — independent statistician verification | All interventional studies | ✓ |
| Open Data Policy | CC BY 4.0 datasets archived on OSF and Zenodo — independently downloadable and verifiable | MMSx-STU-003 · STU-004 | ✓ |
| COI Disclosure | Conflict of interest disclosed on all publications; multi-site data by independently employed assessors | All outputs | ✓ |
| IMSO S101 | Movement intelligence assessment standard — MMSx Authority proprietary governance framework | MMSx-SCAN™ assessment | ✓ |
Every researcher, institution, framework, and dataset within MMSx Authority carries a permanent machine-readable identifier enabling unambiguous citation, cross-database disambiguation, and automated discovery by scholarly indexing systems.