Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision | Paper Citation Record

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This paper cites In: NeurIPS (2025),https://proceedings.neurips.cc/paper_files/ paper / 2025 / hash / bedc73979a95be7727af0c9a99c675ce - Abstract - Datasets _ and_Benchmarks_Track.html.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: NeurIPS (2025),https://proceedings.neurips.cc/paper_files/ paper / 2025 / hash / bedc73979a95be7727af0c9a99c675ce - Abstract - Datasets _ and_Benchmarks_Track.html

Reference 1

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This paper cites Chronos-2: From Univariate to Universal Forecasting.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Chronos-2: From Univariate to Universal Forecasting

Reference 2

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This paper cites V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision V-JEPA 2: Self-Supervised Video Models Enable Understanding, Prediction and Planning

Reference 3

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This paper cites MethodsX10, 102106 (2023).https://doi.org/https: //doi.org/10.1016/j.mex.2023.102106.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision MethodsX10, 102106 (2023).https://doi.org/https: //doi.org/10.1016/j.mex.2023.102106

Reference 4

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This paper cites Move- ment Disorders19(8), 871–884 (2004).https://doi.org/https://doi.org/10.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Move- ment Disorders19(8), 871–884 (2004).https://doi.org/https://doi.org/10

Reference 5

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This paper cites On the Opportunities and Risks of Foundation Models.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision On the Opportunities and Risks of Foundation Models

Reference 6

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This paper cites Frontiers in neurology14, 1326300 (2023).https://doi.org/https:// doi.org/10.3389/fneur.2023.1326300.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Frontiers in neurology14, 1326300 (2023).https://doi.org/https:// doi.org/10.3389/fneur.2023.1326300

Reference 7

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This paper cites International Journal of Computer Vision130(1), 33–55 (2022).https://doi.org/https://doi.org/10.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision International Journal of Computer Vision130(1), 33–55 (2022).https://doi.org/https://doi.org/10

Reference 8

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This paper cites Scientific reports 10(1), 15600 (2020).https://doi.org/https://doi.org/10.1038/s41598-020- 72397-6.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Scientific reports 10(1), 15600 (2020).https://doi.org/https://doi.org/10.1038/s41598-020- 72397-6

Reference 9

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This paper cites Journal of NeuroEngineering and Rehabilitation19(1), 48 (2022).https://doi.org/https://doi.org/10.1186/ s12984-022-01025-3.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Journal of NeuroEngineering and Rehabilitation19(1), 48 (2022).https://doi.org/https://doi.org/10.1186/ s12984-022-01025-3

Reference 10

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This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 11

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This paper cites Journal of Parkinson’s disease9(4), 821–824 (2019).

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Journal of Parkinson’s disease9(4), 821–824 (2019)

Reference 12

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This paper cites Nature Reviews Neurology pp.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Nature Reviews Neurology pp

Reference 13

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This paper cites Annals of physical and rehabilitation medicine61(6), 407– 413 (2018).https://doi.org/https://doi.org/10.1016/j.rehab.2017.08.002.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Annals of physical and rehabilitation medicine61(6), 407– 413 (2018).https://doi.org/https://doi.org/10.1016/j.rehab.2017.08.002

Reference 14

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This paper cites In: 2024 Freezing of Gait Detection with IMU and Egocentric Vision 17 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: 2024 Freezing of Gait Detection with IMU and Egocentric Vision 17 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 15

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This paper cites LoRA: Low-Rank Adaptation of Large Language Models.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision LoRA: Low-Rank Adaptation of Large Language Models

Reference 16

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This paper cites PloS one16(8), e0256541 (2021).https: //doi.org/https://doi.org/10.1371/journal.pone.0256541.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision PloS one16(8), e0256541 (2021).https: //doi.org/https://doi.org/10.1371/journal.pone.0256541

Reference 17

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This paper cites In: 2024 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Tech- nologies (CHASE).

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: 2024 IEEE/ACM Conference on Connected Health: Applications, Systems and Engineering Tech- nologies (CHASE)

Reference 18

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Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: proceedings of the IEEE Con- ference on Computer Vision and Pattern Recognition

Reference 19

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Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: Proceedings of the 30thACMSIGKDDconferenceonknowledgediscoveryanddatamining.pp.6555– 6565 (2024).https://doi.org/https://doi.org/10.1145/3637528.3671451

Reference 20

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This paper cites In: Seminal Graphics Papers: Pushing the Boundaries, Volume 2, pp.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: Seminal Graphics Papers: Pushing the Boundaries, Volume 2, pp

Reference 21

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This paper cites In: International Conference on Learning Representations (2019),https://openreview.net/forum? id=Bkg6RiCqY7.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: International Conference on Learning Representations (2019),https://openreview.net/forum? id=Bkg6RiCqY7

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-14T14:44:14.269233Z

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This paper cites Movement Disorders34(6), 783–790 (2019).https://doi.org/https: //doi.org/10.1002/mds.27709.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Movement Disorders34(6), 783–790 (2019).https://doi.org/https: //doi.org/10.1002/mds.27709

Reference 23

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This paper cites Journal of Parkinson’s Disease15(1), 19–40 (2025).https://doi.org/https: //doi.org/10.1177/1877718X241301065.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Journal of Parkinson’s Disease15(1), 19–40 (2025).https://doi.org/https: //doi.org/10.1177/1877718X241301065

Reference 24

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Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision 1016/j.brs.2023.07.003

Reference 25

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This paper cites Sensors22(7), 2613 (2022).https://doi.org/https://doi.org/10.3390/ s22072613.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Sensors22(7), 2613 (2022).https://doi.org/https://doi.org/10.3390/ s22072613

Reference 26

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This paper cites In: International Conference on Advances in Distributed Computing and Machine Learning.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: International Conference on Advances in Distributed Computing and Machine Learning

Reference 27

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This paper cites Sensors24(15), 4914 (2024).https://doi.org/https: //doi.org/10.3390/s24154914.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Sensors24(15), 4914 (2024).https://doi.org/https: //doi.org/10.3390/s24154914

Reference 28

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This paper cites Sensors23(2), 891 (2023).https://doi.org/https://doi.org/10.3390/ s23020891.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Sensors23(2), 891 (2023).https://doi.org/https://doi.org/10.3390/ s23020891

Reference 29

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This paper cites Journal of neuroengineering and rehabilitation19(1), 79 (2022).https://doi.org/https://doi.org/10.1186/s12984-022-01022-6.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Journal of neuroengineering and rehabilitation19(1), 79 (2022).https://doi.org/https://doi.org/10.1186/s12984-022-01022-6

Reference 30

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This paper cites EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision EgoVideo: Exploring Egocentric Foundation Model and Downstream Adaptation

Reference 31

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This paper cites In: Proceedings of the ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: Proceedings of the ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies

Reference 32

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This paper cites IEEE Communications Surveys & Tutorials27(6), 3820–3860 (2025).https://doi.org/https://doi.org/10.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision IEEE Communications Surveys & Tutorials27(6), 3820–3860 (2025).https://doi.org/https://doi.org/10

Reference 33

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This paper cites PloS one12(2), e0171764 (2017).https://doi.org/ https://doi.org/10.1371/journal.pone.0171764.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision PloS one12(2), e0171764 (2017).https://doi.org/ https://doi.org/10.1371/journal.pone.0171764

Reference 34

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This paper cites IEEE Transactions on Biomedical Engineering69(7), 2256–2267 (2022).https: //doi.org/https://doi.org/10.1109/TBME.2022.3140258.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision IEEE Transactions on Biomedical Engineering69(7), 2256–2267 (2022).https: //doi.org/https://doi.org/10.1109/TBME.2022.3140258

Reference 35

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This paper cites Engineering Applications of Artificial Intelligence116, 105482 (2022).https:// doi.org/https://doi.org/10.1016/j.engappai.2022.105482,https://www.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Engineering Applications of Artificial Intelligence116, 105482 (2022).https:// doi.org/https://doi.org/10.1016/j.engappai.2022.105482,https://www

Reference 36

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This paper cites Transactions on Machine Learning Research (2026), https://openreview.net/forum?id=2NlGyqNjns, featured Certification.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Transactions on Machine Learning Research (2026), https://openreview.net/forum?id=2NlGyqNjns, featured Certification

Reference 37

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This paper cites VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training

Reference 38

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This paper cites In: 2024 International conference on ad- vances in data engineering and intelligent computing systems (ADICS).

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: 2024 International conference on ad- vances in data engineering and intelligent computing systems (ADICS)

Reference 39

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Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision EgoVLM: Policy Optimization for Egocentric Video Understanding

Reference 40

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Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 41

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Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: 2020 42nd Annual International Con- ference of the IEEE Engineering in Medicine & Biology Society (EMBC)

Reference 42

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This paper cites In: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision In: Proceedings of the 19th ACM Conference on Embedded Networked Sensor Systems

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-14T14:44:14.346728Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b68619a3-15dc-4395-a806-95773bf1dc54 · outbound

This paper cites IEEE Transactions on Pattern Analysis and Machine Intelligence45(10), 12113– 12132 (2023).https://doi.org/https://doi.org/10.1109/TPAMI.2023.3275156.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision IEEE Transactions on Pattern Analysis and Machine Intelligence45(10), 12113– 12132 (2023).https://doi.org/https://doi.org/10.1109/TPAMI.2023.3275156

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-14T14:44:14.350354Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d57c775a-d487-4d8c-a948-6f958bdff852 · outbound

This paper cites npj Parkinson’s Disease (2026).https://doi.org/https://doi.org/10.1038/ s41531-026-01407-7.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision npj Parkinson’s Disease (2026).https://doi.org/https://doi.org/10.1038/ s41531-026-01407-7

Reference 45

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T14:44:16.007857Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2db2ae22-9799-44a5-91b2-71637110dbdb · outbound

This paper cites IEEE Transactions on Neural Systems and Rehabilitation Engineering32, 2699–2708 (2024).https://doi.org/https://doi.org/10.1109/TNSRE.2024.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision IEEE Transactions on Neural Systems and Rehabilitation Engineering32, 2699–2708 (2024).https://doi.org/https://doi.org/10.1109/TNSRE.2024

Reference 46

Resolution: verified exact; doi, observed 2026-08-14T14:44:14.510790Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 408ce494-8790-4879-b244-d99a798d2317 · outbound

This paper cites IEEE Transactions on Neural Systems and Rehabilitation Engineering (2025).https://doi.org/https://doi.org/10.1109/ TNSRE.2025.3545110.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision IEEE Transactions on Neural Systems and Rehabilitation Engineering (2025).https://doi.org/https://doi.org/10.1109/ TNSRE.2025.3545110

Reference 47

Resolution: malformed identifier; no resolver link, observed 2026-08-14T14:44:14.361514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c24b6499-3435-463b-a59e-4d7948e3f9b0 · outbound

This paper cites org/abs/2601.12610.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision org/abs/2601.12610

Reference 48

Resolution: verified exact; raw_fallback, observed 2026-08-14T14:44:14.846227Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 3f2e19e6-e624-496f-a5ab-8add22d7f64b · outbound

This paper cites IEEE transactions on pattern analysis and machine intelligence46(8), 5625–5644 (2024).https://doi.org/https://doi.org/10.1109/TPAMI.2024.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision IEEE transactions on pattern analysis and machine intelligence46(8), 5625–5644 (2024).https://doi.org/https://doi.org/10.1109/TPAMI.2024

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-14T14:44:14.368470Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08ad765a-06f8-4dcb-955e-6ed464a37984 · outbound

This paper cites Scientific data9(1), 606 (2022).https://doi.org/https: //doi.org/10.1038/s41597-022-01713-8.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Scientific data9(1), 606 (2022).https://doi.org/https: //doi.org/10.1038/s41597-022-01713-8

Reference 50

Resolution: verified exact; doi, observed 2026-08-14T14:44:14.492775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation a05dd3b6-2b04-402e-a330-4ba5fbe2550f · outbound

This paper cites UniMTS: Unified Pre-training for Motion Time Series.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision UniMTS: Unified Pre-training for Motion Time Series

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-14T14:44:14.376619Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 54b7b713-23ad-470e-9886-b9728453b4ad · outbound

This paper cites VideoPrism: A Foundational Visual Encoder for Video Understanding.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision VideoPrism: A Foundational Visual Encoder for Video Understanding

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-14T14:44:14.379897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffe389f3-7c53-442e-92fe-0bffcd54970f · outbound

This paper cites Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision

Reference 53

Resolution: malformed identifier; raw_fallback, observed 2026-08-14T14:44:15.997339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 44028f21-3132-4ae7-b1f4-f4d16c0e4372 · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 54

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.987302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2dc9a5a4-7472-466f-b40b-803f2cd4b78c · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 55

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.978476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 77d9991b-2597-40de-a320-4ba912956e74 · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 56

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.969047Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation d1d44d5c-d34b-44df-9514-de3393e42ea8 · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 57

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.957917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation aea53df5-2bbe-4ce3-bb41-806bb9a7fd5d · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 58

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.946802Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 066ee33e-b8eb-441d-bf88-a4e446c67db0 · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 59

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.936280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 551eab1e-bf9a-4afa-81b9-8ee2a2ef1f79 · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 60

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.926061Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 6314797f-7194-4caf-bbee-caeafb98b66b · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 61

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.915667Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation c24a424b-dc24-4798-a474-21c9901f2698 · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 62

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.904431Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 7530f39a-e6f2-4372-9855-0f701afb7ce0 · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 63

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.894010Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 2e449faf-678c-418a-9002-96b095d6141b · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 64

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.883270Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation 28d434d1-8180-4950-9b90-d2ea0398ee59 · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 65

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.872494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Observation cdc76c6f-9763-40db-a4e4-474836c964ec · outbound

This paper cites an unresolved cited work.

Towards Context-Aware Clinical Motion Understanding in Daily Living at Home: Freezing of Gait Detection with Egocentric Vision Unresolved cited work

Reference 66

Resolution: unresolved; raw_fallback, observed 2026-08-14T14:44:15.862204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-14T06:32:32.682623+00:00.

Coverage vector

Reference resolution

Outbound references

Pith citing papers