Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data | Paper Citation Record

Observation a4683b1f-f84d-4b53-be0b-3f471841aa48 · outbound

This paper cites Projections for prevalence of parkinson’s disease and its driving factors in 195 countries and territories to 2050: modelling study of global burden of disease study 2021,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Projections for prevalence of parkinson’s disease and its driving factors in 195 countries and territories to 2050: modelling study of global burden of disease study 2021,

Reference 1

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This paper cites Recent trends and practices toward assessment and rehabilitation of neurodegen- erative disorders: Insights from human gait,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Recent trends and practices toward assessment and rehabilitation of neurodegen- erative disorders: Insights from human gait,

Reference 2

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Observation cff0d432-9f7f-473e-8417-7d3ee280f42f · outbound

This paper cites A comprehensive survey on gait analysis: History, parameters, approaches, pose estimation, and future work,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data A comprehensive survey on gait analysis: History, parameters, approaches, pose estimation, and future work,

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:58.077584Z

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Observation 16cc4d91-c4b4-4644-a62c-fb02e9ebed07 · outbound

This paper cites Detection and assessment of parkinson’s disease based on gait analysis: A survey,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Detection and assessment of parkinson’s disease based on gait analysis: A survey,

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:58.061222Z

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Observation d5ee20c0-6dcb-4748-9728-fda5d990fa46 · outbound

This paper cites Indirect measurement of ground reaction forces and moments by means of wearable inertial sensors: A systematic review,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Indirect measurement of ground reaction forces and moments by means of wearable inertial sensors: A systematic review,

Reference 5

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Observation d46ec982-1ef6-4971-8da7-89cd1ce4eb2a · outbound

This paper cites Wearable sensing for solid biomechanics: A review,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Wearable sensing for solid biomechanics: A review,

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:58.011318Z

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Observation d801972d-0c86-4214-aad4-ade156c817f8 · outbound

This paper cites Comparing the ground reaction forces, toe clearances, and stride lengths of young and older adults using a novel shoe sensor system,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Comparing the ground reaction forces, toe clearances, and stride lengths of young and older adults using a novel shoe sensor system,

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.992426Z

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Observation e97e8d7b-83f1-46a6-b784-d69954b31c21 · outbound

This paper cites Wearable sensors for remote health monitoring,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Wearable sensors for remote health monitoring,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.974945Z

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Observation 70accc3f-ff07-4e8a-bbda-4f1af7ddf5f1 · outbound

This paper cites Portable gait lab: estimating 3d grf using a pelvis imu in a foot imu defined frame,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Portable gait lab: estimating 3d grf using a pelvis imu in a foot imu defined frame,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.957671Z

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Observation 4affc816-e26a-478d-8c3e-bb87a936f2ca · outbound

This paper cites Prediction of ground reaction forces for parkinson’s disease patients using a kinect-driven musculoskeletal gait analysis model,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Prediction of ground reaction forces for parkinson’s disease patients using a kinect-driven musculoskeletal gait analysis model,

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.940348Z

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Observation daac9942-f0d1-4032-8554-ea5dae14a2d6 · outbound

This paper cites An imu- based ground reaction force estimation method and its application in walking balance assessment,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data An imu- based ground reaction force estimation method and its application in walking balance assessment,

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.923411Z

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Observation dce7319c-6ba9-4ed4-b572-0999995f2b87 · outbound

This paper cites Biomechanical models in the lower-limb exoskeletons development: A review,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Biomechanical models in the lower-limb exoskeletons development: A review,

Reference 12

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Observation b1f0761a-b44e-487e-8c1d-c8dff959c197 · outbound

This paper cites Hybrid physics-based and data-driven models for smart manufacturing: Modelling, simulation, and explainability,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Hybrid physics-based and data-driven models for smart manufacturing: Modelling, simulation, and explainability,

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.895039Z

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Observation 186771ea-2ef6-44d8-9698-3894f17e1f97 · outbound

This paper cites Estimation of lower extremity joint moments and 3d ground reaction forces using imu sensors in multiple walking conditions: A deep learning approach,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Estimation of lower extremity joint moments and 3d ground reaction forces using imu sensors in multiple walking conditions: A deep learning approach,

Reference 14

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Observation 2a1bf5d1-4757-495e-8645-79a6ca0b8cfb · outbound

This paper cites Predicting vertical ground reaction forces from 3d accelerometry using reservoir computers leads to accurate gait event detection,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Predicting vertical ground reaction forces from 3d accelerometry using reservoir computers leads to accurate gait event detection,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.865783Z

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Observation 22768cf7-5fce-4700-8125-39277770ef9c · outbound

This paper cites Real-life measurement of tri-axial walking ground reaction forces using optimal network of wearable inertial measurement units,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Real-life measurement of tri-axial walking ground reaction forces using optimal network of wearable inertial measurement units,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.848770Z

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Observation a689e711-8a24-4d34-b250-768392a6234f · outbound

This paper cites Effect of imu location on estimation of vertical ground reaction force during jumping,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Effect of imu location on estimation of vertical ground reaction force during jumping,

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.831479Z

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Observation d3132cbd-d22a-4944-a7b0-710b14ce5cec · outbound

This paper cites Estimating 3d ground reaction forces in running using three inertial measurement units,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Estimating 3d ground reaction forces in running using three inertial measurement units,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.812037Z

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Observation f754ff78-a4f6-4d82-8825-1625cef5688b · outbound

This paper cites Imu- based human ground reaction force estimation method,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Imu- based human ground reaction force estimation method,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.794442Z

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Observation aa80318c-b8e3-42bc-917c-b6f81b700c5b · outbound

This paper cites Estimating ground reaction forces from inertial sensors,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Estimating ground reaction forces from inertial sensors,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.777592Z

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Observation aef3398c-692d-444f-a6c6-b2210ec487b7 · outbound

This paper cites Real-time ground reaction force and knee extension moment estimation during drop landings via modular lstm modeling and wearable imus,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Real-time ground reaction force and knee extension moment estimation during drop landings via modular lstm modeling and wearable imus,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.760822Z

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Observation 940b6548-3713-4f47-9aaa-6c728d4b19db · outbound

This paper cites an unresolved cited work.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Unresolved cited work

Reference 22

Resolution: unresolved; raw_fallback, observed 2026-08-15T15:05:57.743162Z

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Observation 77e1d2a4-cbef-43ea-9997-89770036e5da · outbound

This paper cites Deep learning for quantified gait analysis: a systematic literature review,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Deep learning for quantified gait analysis: a systematic literature review,

Reference 23

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Observation 012015d3-3cd7-448c-822f-0bf3b325d120 · outbound

This paper cites Deep- learning model for the prediction of lower-limb joint moments using single inertial measurement unit during different locomotive activities,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Deep- learning model for the prediction of lower-limb joint moments using single inertial measurement unit during different locomotive activities,

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.714843Z

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Observation a89b2866-ca33-44ad-a6cc-beb03559fb0d · outbound

This paper cites Prediction of vertical ground reaction forces under different running speeds: Integration of wearable imu with cnn-xlstm,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Prediction of vertical ground reaction forces under different running speeds: Integration of wearable imu with cnn-xlstm,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.697393Z

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Observation 38d22b69-d093-4fda-b0c9-95fa8a9ff99f · outbound

This paper cites Weargait-pd: An open-access wearables dataset for gait in parkinson’s disease and age-matched controls,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Weargait-pd: An open-access wearables dataset for gait in parkinson’s disease and age-matched controls,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.662998Z

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Observation 58580673-0b61-40e1-a8e7-252f7676307d · outbound

This paper cites A public data set of walking full-body kinematics and kinetics in individuals with parkinson’s disease,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data A public data set of walking full-body kinematics and kinetics in individuals with parkinson’s disease,

Reference 27

Resolution: metadata mismatch; raw_fallback, observed 2026-08-15T15:05:57.321557Z

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Observation 64e27cf5-d494-421c-9151-e0884b4ea5e5 · outbound

This paper cites Window size impact in human activity recognition,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Window size impact in human activity recognition,

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:57.073305Z

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Observation 063edecc-8bd9-4166-886a-63228f77c339 · outbound

This paper cites Analysis of the stance phase of the gait cycle in parkinson’s disease and its potency for parkinson’s disease discrimination,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Analysis of the stance phase of the gait cycle in parkinson’s disease and its potency for parkinson’s disease discrimination,

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.634919Z

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Observation 893a1780-f88c-4032-82f2-cca40b178182 · outbound

This paper cites A novel cnn-bilstm ensemble model with attention mechanism for sit-to-stand phase identification using wearable inertial sensors,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data A novel cnn-bilstm ensemble model with attention mechanism for sit-to-stand phase identification using wearable inertial sensors,

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.618220Z

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Observation d625fa8c-f7b6-4f95-9fa7-46cc52d22246 · outbound

This paper cites Continuous estimation of human knee joint angles by fusing kinematic and myoelectric signals,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Continuous estimation of human knee joint angles by fusing kinematic and myoelectric signals,

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.601418Z

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Observation f2eac27a-e2ca-40dd-9b5c-04fa1e8f26a4 · outbound

This paper cites Multimodal gait abnor- mality recognition using a convolutional neural network–bidirectional long short-term memory (cnn-bilstm) network based on multi-sensor data fusion,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Multimodal gait abnor- mality recognition using a convolutional neural network–bidirectional long short-term memory (cnn-bilstm) network based on multi-sensor data fusion,

Reference 32

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.585009Z

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Observation 21ed58a6-8fc9-4e39-83c8-0367e92391c2 · outbound

This paper cites A hybrid human activity recognition method using an mlp neural network and euler angle extraction based on imu sensors,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data A hybrid human activity recognition method using an mlp neural network and euler angle extraction based on imu sensors,

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.568779Z

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Observation fb77e6de-ee5a-48f1-88cb-ff112e06543e · outbound

This paper cites Speed-variable gait phase estimation during ambulation via temporal convolutional network,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Speed-variable gait phase estimation during ambulation via temporal convolutional network,

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.552878Z

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Observation b0941964-9539-4a4d-8ad0-8a9cfde57af6 · outbound

This paper cites IMUOptimize: A Data-Driven Approach to Optimal IMU Placement for Human Pose Estimation with Transformer Architecture.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data IMUOptimize: A Data-Driven Approach to Optimal IMU Placement for Human Pose Estimation with Transformer Architecture

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-15T15:05:57.108976Z

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Observation e895223e-90da-4e28-89cf-2b8511be5d1e · outbound

This paper cites Optuna: A next- generation hyperparameter optimization framework,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Optuna: A next- generation hyperparameter optimization framework,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.536241Z

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Observation c9dcc2db-7e15-4e76-adfd-b4e614baab7c · outbound

This paper cites Combining inertial sensors and machine learning to predict vgrf and knee biomechanics during a double limb jump landing task,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Combining inertial sensors and machine learning to predict vgrf and knee biomechanics during a double limb jump landing task,

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.519319Z

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Observation f159723c-ca43-49aa-a508-e2a2ef49db4c · outbound

This paper cites Influence of imu position and orientation placement errors on ground reaction force estimation,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Influence of imu position and orientation placement errors on ground reaction force estimation,

Reference 38

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.502666Z

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Observation 556bb627-6c52-41a3-a65c-8c728939161d · outbound

This paper cites Gait asymmetry and symptom laterality in parkinson’s disease: two of a kind?.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Gait asymmetry and symptom laterality in parkinson’s disease: two of a kind?

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.484557Z

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Observation 03fdeaf4-58bc-46c5-82f7-9933d314ead9 · outbound

This paper cites Gait parameters of parkinson’s disease compared with healthy controls: a systematic review and meta-analysis,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Gait parameters of parkinson’s disease compared with healthy controls: a systematic review and meta-analysis,

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.467907Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 3c4aac54-684c-4930-913a-241dbdc893b6 · outbound

This paper cites Current perspectives on the assessment and management of gait disorders in parkinson’s disease,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Current perspectives on the assessment and management of gait disorders in parkinson’s disease,

Reference 41

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.449460Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation d04ea2e7-1eda-43cd-898c-07438d1d5ef3 · outbound

This paper cites Estimation of ground reaction forces and moments during gait using only inertial motion capture,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Estimation of ground reaction forces and moments during gait using only inertial motion capture,

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.429229Z

Source-reported events for the cited work

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Observation 811ac12d-05a4-4885-8bba-8e774af3ce71 · outbound

This paper cites Indirect estimation of vertical ground reaction force from a body-mounted ins/gps using machine learning,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Indirect estimation of vertical ground reaction force from a body-mounted ins/gps using machine learning,

Reference 43

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.393564Z

Source-reported events for the cited work

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Observation f13d9e5f-c582-4267-9bf1-791a489695ef · outbound

This paper cites Inertial sensor location for ground reaction force and gait event detection using reservoir computing in gait,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Inertial sensor location for ground reaction force and gait event detection using reservoir computing in gait,

Reference 44

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.376565Z

Source-reported events for the cited work

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Observation 4d1a5583-e5c1-43ba-a883-6a2116bfd56b · outbound

This paper cites Using wearable sensors to estimate vertical ground reaction force based on a transformer,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Using wearable sensors to estimate vertical ground reaction force based on a transformer,

Reference 45

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.358642Z

Source-reported events for the cited work

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Observation 4594467f-612d-44b0-9183-0f1b8bd1063f · outbound

This paper cites Gait characteristics and falls in parkin- son’s disease: A systematic review and meta-analysis,.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Gait characteristics and falls in parkin- son’s disease: A systematic review and meta-analysis,

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.341341Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation ef93a7fe-4255-4294-b87d-ed68f3dc267c · outbound

This paper cites Available: https://www.mdpi.com/1424-8220/17/1/75.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Available: https://www.mdpi.com/1424-8220/17/1/75

Reference 2017

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.410908Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation 0beb0f4b-496b-4d7b-bd0f-6ec063acdbd7 · outbound

This paper cites Available: https://www.mdpi.com/1424-8220/18/8/2564.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Available: https://www.mdpi.com/1424-8220/18/8/2564

Reference 2018

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:58.027749Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Observation a9397d79-4ef5-4b38-97bc-d7e6aa669605 · outbound

This paper cites Available: https://www.mdpi.com/1424-8220/25/4/1249.

Deep Learning-Based Estimation of Ground Reaction Forces in Parkinsonian Gait Using an Optimized Set of IMU Data Available: https://www.mdpi.com/1424-8220/25/4/1249

Reference 2025

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T15:05:57.679774Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers