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Paper Citation Record · LEDGER

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

As of 18 August 2026, this Paper Citation Record lists 66 of 66 outbound references and 0 inbound Pith citation observations for arXiv:2608.13283.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2608.13283 v1

Coverage vector

measured 66 of 66 reference resolution

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measured 66 of 66 standing notices

One-hop event checks from named stored sources.

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measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

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A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

66 of 66 outbound references displayed

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External citation measurements

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Outbound references

Observation 03792d2f-3090-4a0c-9b84-54ec447f0676 · outbound

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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Observation 2fe3c444-b9a5-47aa-ad34-1f4af753d0f2 · outbound

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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Observation b097a4ba-4cf1-402a-bae7-6726ed043162 · outbound

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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Observation f98fa50c-cabb-4d54-8a15-e10e1795fcd9 · outbound

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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Observation aff4b32d-54f4-4009-a844-fd753c2666c4 · outbound

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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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Observation a76f6f7c-9f2c-4f1a-b51e-6726ba43cb75 · outbound

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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Observation 7c0c8065-d46f-4994-b9ee-02fa4e664e4b · outbound

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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Observation da356996-011b-4f2f-bade-c11eccafe14c · outbound

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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Observation 36a99bf0-4436-4c8a-94a1-ccf30af6f29a · outbound

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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Observation 42ef353a-ec7e-477c-a31d-afbc4367974e · outbound

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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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Observation 290a8b61-d158-41cd-9277-93b65d051332 · outbound

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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Observation 4c396dc6-b16c-4791-8c3f-51f08ea86f1c · outbound

This paper cites In: proceedings of the IEEE Con- ference on Computer Vision and Pattern Recognition.

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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Observation c8238676-de3a-4aa1-9ea3-c3e34ca36933 · outbound

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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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Observation 71378ad8-d23f-4f5b-9cbe-4a607e4fac76 · outbound

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

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Observation 9fb100d4-a3a7-4ed8-8d4a-69c9c3ec990b · outbound

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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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Observation b5e7cf92-57db-47af-88b7-1ef3932e4d70 · outbound

This paper cites 1016/j.brs.2023.07.003.

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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Observation ad412ff7-68e9-4d93-9b43-b73a9320a1e4 · outbound

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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Observation a720c6a8-e413-4eee-9e28-f25ee14f3007 · outbound

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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Observation 229a1773-6dbd-482f-9d68-187fd343c5ad · outbound

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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Observation d911093c-8307-4cbb-aa79-07e294fa98e2 · outbound

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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Observation dfee47ad-09fa-4744-9ee1-795cc720853f · outbound

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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verified exact
doi, observed 2026-08-14T14:44:14.573006Z

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.

source=pdf_text observed=2026-08-14T14:44:14.298277Z digest=sha256:378c86ec3da477ff99ff305221366501579f46618514b968a1275cf9a8e77d18

Observation 2a90c540-8b87-4392-91b8-6d79bcd805e1 · outbound

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

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Resolution
unresolved
no resolver link, observed 2026-08-14T14:44:14.301986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:44:14.301986Z digest=sha256:d90189c4b8840e018c9b830074900c63b39dd8913ffdd67f76119e09a56d048b

Observation 3ba9f0e8-ee52-410f-8c1f-2d36dafb9d86 · outbound

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

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T14:44:15.415643Z

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.

source=pdf_text observed=2026-08-14T14:44:14.306012Z digest=sha256:61962ae36ec3e431d229486551c189435d65b60b66e19eab2eb9af02a7c7039d

Observation 80697cee-c525-472c-8f78-0889683a8d17 · outbound

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

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T14:44:15.350023Z

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.

source=pdf_text observed=2026-08-14T14:44:14.309463Z digest=sha256:339136ff03b1b24eee81d84fd4d8b4f1c55c81f86a98e086cfcc9e6ac4abeae3

Observation 88002aff-6b0b-499c-8274-952336291994 · outbound

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

Resolution
verified exact
doi, observed 2026-08-14T14:44:14.551463Z

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.

source=pdf_text observed=2026-08-14T14:44:14.313152Z digest=sha256:7923dd7e13553c8f9d9c22edae7683ccac425cb0e11564b2952b3fc7f795ea2b

Observation 85b0fa34-3bb0-495f-be82-e040c7ea64c6 · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-14T14:44:14.317122Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:44:14.317122Z digest=sha256:83d06be8e15e516b410c59d413e4cc2abb3870b494b3aae7c6b9c364c09a277b

Observation 1de5e6f8-d9c7-4379-a80c-301fbcce4f6f · outbound

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

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T14:44:15.221847Z

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.

source=pdf_text observed=2026-08-14T14:44:14.320620Z digest=sha256:872766a83d87a667186e993be7a06c82a6b0bc678b8862786ce78732367f0b5b

Observation 027c26dc-7ee2-4fce-b934-5821e33ebe8a · outbound

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

Resolution
verified fuzzy
raw_fallback, observed 2026-08-14T14:44:16.025220Z

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.

source=pdf_text observed=2026-08-14T14:44:14.324051Z digest=sha256:cb938b1efe9277c3cf8d202e1cb98c360131e940ac68ecd10eec63c83fe127a8

Observation 95f64e45-71a8-4178-b0ef-2617f042783b · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-14T14:44:14.327593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:44:14.327593Z digest=sha256:5e69ac49c985f499f86662b20834879ec112f59b55925d626c8c2e6b2a486337

Observation f916c63d-04bf-40d0-a376-65fc102782df · outbound

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

Resolution
unresolved
no resolver link, observed 2026-08-14T14:44:14.331557Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:44:14.331557Z digest=sha256:a2d4d270c713ab1608e5b0462df2e45ad804c51ebc43333f2826b11e933ab3c4

Observation aa9dc3c7-0bba-4a07-8cad-434d76a7a218 · outbound

This paper cites EgoVLM: Policy Optimization for Egocentric Video Understanding.

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

Resolution
unresolved
no resolver link, observed 2026-08-14T14:44:14.335124Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:44:14.335124Z digest=sha256:f861a548a6d97be34bc455cbfbf0f344e2e8be983b8e6ec9f72fef5515a0aa9e

Observation d15e4b76-f378-439c-8c5c-142ae3420b35 · outbound

This paper cites In: Proceed- ings of the 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: Proceed- ings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-14T14:44:14.339527Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-14T14:44:14.339527Z digest=sha256:1f3170b798725fdd1079da5e2c7f1fdb444bf54f6b91256f3043d603ffd15757

Observation da727bfd-97cb-4fa8-9a28-3ef0710f1708 · outbound

This paper cites In: 2020 42nd Annual International Con- ference of the IEEE Engineering in Medicine & Biology Society (EMBC).

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

Resolution
metadata mismatch
raw_fallback, observed 2026-08-14T14:44:15.087107Z

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.

source=pdf_text observed=2026-08-14T14:44:14.342990Z digest=sha256:d3d81c532996edc0731c822bb9cc35c6c622c3197150585e5cc662c3d3ed60fa

Observation b2303d07-e6f1-49f0-953c-00a95f7e1aa0 · outbound

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.

source=pdf_text observed=2026-08-14T14:44:14.346728Z digest=sha256:7d5cf1356672d6c01bdb41af7ca379d79598cdf16847bd7af4b6e77665a9f521

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.

source=pdf_text observed=2026-08-14T14:44:14.350354Z digest=sha256:df099f15ef35e02de2694957d0957ceb6522b2e161a2de5b0efae9396a401f5c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.354152Z digest=sha256:f4d5a70719cdb543fb1e9101096596ef2213e0586078655e096ad8d9889b2c29

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.357808Z digest=sha256:dfd37a2f1929097ca77190f5f865cedddbc604f0036a4bde0fab2f29f28ebc71

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.

source=pdf_text observed=2026-08-14T14:44:14.361514Z digest=sha256:9a6f938ff7a14505f462c691bb3a7e0b84aeae7607f55003ee4bbc5cf3c50633

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.364998Z digest=sha256:d4c91f2328e574d994fb53b43ac6e48e28743ae82db9c095a66f9e451480f0ab

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.

source=pdf_text observed=2026-08-14T14:44:14.368470Z digest=sha256:5a2fb25161d5461398db547beedff35daac265f0f7d3b704ba6b931330d3a068

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.372717Z digest=sha256:0f65dec1145143f0ed234fc3e8eb82c4e3b21bef76b4d464aea4876836f494f6

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.

source=pdf_text observed=2026-08-14T14:44:14.376619Z digest=sha256:056b26b2693615ed7bb716e844da53c45b1946ca9c79300152c081ef85e73a22

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.

source=pdf_text observed=2026-08-14T14:44:14.379897Z digest=sha256:c07ca27c35f69731564917cef1ae0cfcbc6a456b81cd64a5702bca429e411dcb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.387907Z digest=sha256:6e2e29d017da330dee2fa0b80756a35080f2ae2897b407b7b575f06edb711899

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.391379Z digest=sha256:f51c80bba9231d1c5ab1d646b179daf9bf5430efc3592df8a7c8247d9149e38b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.394676Z digest=sha256:97c5f1c8f08baffab6a30872a3259610941aa90b72862706156dc9695918e67a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.397953Z digest=sha256:df8702b91100e0478aa164ba979d5477a676b3f6b961d80fc67a04ece2943943

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.401646Z digest=sha256:ccfbcf159a70de705bc1f086e0998febc15cf1e249ff2e9769d1b38c7232fe22

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.405191Z digest=sha256:8dffc3ac4053ee2ee52d6f38750196ae94a5ef9c2d5fd240859ec726c582444e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.409275Z digest=sha256:581beaa47b8cfd2510302f551be5ebea779bac441da24cab8bfa8b93f06fd222

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.413255Z digest=sha256:24341a50f291f08a292646d2d7efc4e596c9244adad4cd742cf90e15ef2391eb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.416900Z digest=sha256:abaeb9b1c720318917d083ee40d1758e17bcf729656bdf9cf3fce2f481efef70

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.421543Z digest=sha256:721cbd6b3c366cf7002e8e92c9bf94d102424be62654ddc84b9e1525aeffa4e3

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.425445Z digest=sha256:78569c0913af75d934c423d756f79ae4cdfaff79c265ace6ab41d2328ff9801e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.429256Z digest=sha256:9ed2bdfa0a0b9fb7fd2e63f72ceed1c987765c027390708efe87cda72291a782

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.432961Z digest=sha256:01b81eb1cfdbc020cacab6f22a008fc1cb071e1a41f57182c015e67b500ec923

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-14T14:44:14.437162Z digest=sha256:5be579c37c0c2485999951bb08cf35187a87b2062dae0c61aa0a9a648a122128

Pith citing papers

No inbound Pith citation observations are available.