JMJocabed Mendoza-Martínez

Jocabed Mendoza-Martínez

*This is an algorithmically generated author record based on publicly available information.

Current Organizations / Institutes

The organizations/institutes from the scholar's latest article


Jocabed Mendoza-Martínez has a total of 9 co-authors. Here are the top co-authors by number of shared publications:


Latest Publications

  • Open Access

    Two-Dimensional Sagittal-Plane Gait Evaluation and Similarity Analysis in Parkinson’s Disease Under ON and OFF Conditions: A Pilot Study

    by Jocabed Mendoza-Martínez, Fiacro Jiménez-Ponce, Karla Nayelli Silva-Garcés, Sergio Rodrigo Méndez García, Adolfo Angel Casarez Duran, Christopher René Torres-SanMiguel

    Background/Objectives: Freezing of gait (FoG) is a disabling motor manifestation of Parkinson’s disease (PD) associated with impaired neural control of locomotion and increased gait variability. Quantitative characterization of gait kinematics may provide biomechanical insight into FoG-related instability, particularly under different dopaminergic states. Methods: This pilot study evaluated sagittal-plane knee kinematics in healthy individuals (n = 27) and patients with PD. (n = 8) under OFF and ON dopaminergic medication conditions using two-dimensional videogrammetry (Kinovea®). Knee flexion–extension trajectories were time-normalized to 0–100% of the gait cycle, and group ensemble profiles (mean ± SD) were computed. Results: Phase-specific range of motion (ROM), within-subject variability, and interlimb coordination were quantified. Interlimb coordination was assessed using Pearson’s correlation coefficients (r) and cross-correlation lag analysis computed per subject and summarized statistically across groups. Compared with healthy participants, PD patients in the OFF state exhibited significantly reduced knee ROM during stance and swing (p < 0.05), accompanied by increased kinematic variability and disrupted temporal coordination. Interlimb correlation was significantly lower in PD OFF compared to healthy gait groups (p = 0.010), with larger temporal lags, indicating impaired bilateral synchronization. Following medication intake (ON state), knee excursion increased and interlimb coordination partially improved; however, correlation values and timing symmetry did not fully normalize to healthy levels. Conclusions: These findings demonstrate that sagittal-plane knee kinematics and interlimb coordination metrics derived from low-cost 2D videogrammetry are sensitive to the dopaminergic state and reveal persistent neuromotor deficits in PD. The proposed framework provides an interpretable and accessible approach for characterizing gait organization in Parkinson’s disease and supports future integration with clinical assessment and longitudinal monitoring.

  • Scaling Exoskeleton Prototype for Gait Analysis

    by Jocabed Mendoza-Martínez, Fiacro Jiménez-Ponce, Luis Fernando Solis Diaz, Christopher René Torres-SanMiguel

  • Convolutional Neural Network and Random Forest Model Used to Classify Healthy and Parkinson’s Human Gait

    by Jocabed Mendoza-Martínez, Fiacro Jiménez-Ponce, Ramsés Hernández-Cerero, Christopher René Torres-SanMiguel

  • Design of Magnetic Spine Exoskeleton for Sagittal Posture Correction

    by Ramsés Hernández-Cerero, Juan Alejandro Flores-Campos, Jocabed Mendoza-Martinez, Christopher René Torres-SanMiguel

  • Open Access

    Experimental Analysis of Stress Shielding Effects in Screw Spacers Placed in Porcine Spinal Tissue

    by Elliot Alonso Alcántara-Arreola, Karla Nayeli Silva-Garcés, Jocabed Mendoza-Martínez, Miguel Antonio Cardoso-Palomares, Christopher René Torres-SanMiguel

    Bone cortical tissues reorganize and remodel in response to tensile forces acting on them, while compressive forces cause atrophy. However, implants support most of the payload. Bones do not regenerate, and stress shielding occurs. The aim is to analyze the biomechanical behavior of a lumbar cage to study the implant’s stress shielding. The ASTM E-9 standard was used with the necessary adjustments to perform compression tests on lumbar and thoracic porcine spinal vertebrae. Twelve cases were analyzed: six with the metal prosthesis and six with the PEEK implant. A mathematical model based on the Hertz contact theory is proposed to assess the stress shielding for endoprosthesis used in spine pathologies. The lumbar spacer (screw) helps to reduce the stress shielding effect due to the ACME thread. The best interspinous spacer is the PEEK screw. It does not embed in bone. The deformation capability increases by 11.5% and supports 78.6 kg more than a system without any interspinous spacer.