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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 22 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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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.

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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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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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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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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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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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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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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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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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.298277Z digest=sha256:9fd1336218520c1ed3b2b4cfe48149559d412551386fa0904541fc52ca0b0b40

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

Reference 31

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=sha256:874e802b4d6c43b1125dd8a17a0579f5b844f9d42cae6d16a6969722d3a97de7

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.306012Z digest=sha256:cc5fcac983e58621adbc3e19e5b8866c522ce9dd75c9f56b2ffbb2c1eed6f47c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.309463Z digest=sha256:65fb612beb5b080a9e6831f3c4370ee00f2d84c480905632fdc23b326136c5b5

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.313152Z digest=sha256:88700545d4da4fb60336d889498ab93d92730d86cfc19da0addfd5a4543ed9f7

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=sha256:906e8194709175b2782ff25687ad09aa4823cdcff4cc20ea4e5985784bbec06d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.320620Z digest=sha256:6e7bb03fbd8fe9c1136549e9a84669dce5aee39d7d47c2ed7eb31cb742c440f2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.324051Z digest=sha256:274fe4c29a783a45f31dcdbfaad3b2e0d16babef557f40fa2242344c752cdc17

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=sha256:5f8cb4697ed93b695dfc1b23ba2b45d58e162fce4f4d750d0a03b45904690a83

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=sha256:518222e4e8a494e49610dcdd6b21bc9a8f994558d56761a8857bb2f5c9adb431

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:b315b9415183aa8cb0a44d2e311416707ecdc037b04388f0f8b7e61c1a0791c5

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=sha256:2663b3605bd23b70ccf342956783bb1119dbae03dc33aabe152ce112f7d46f8d

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.342990Z digest=sha256:77b73c47b707dd3b30fc037a485a2104b0f1957a630b2d09dd83d53477ec5943

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:a84b0d41d38341da6cb4fd2c716a6cea860f5ec312570ce14fa4c7a01f25b105

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:c6e5c02245fc0a1c9385bd505f30b5fcdb4a74ee382af8c69468da63e4d76f69

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.354152Z digest=sha256:cee34bf880b871ea0a8204c58c1b509b3458c95fc29ed2456bc1a523ef8d1523

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.357808Z digest=sha256:7b01d08eff3e1b8bb3f85001404650746c5dcb2882a728848c39e5d74f8fc1e7

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:f511e113c5d1a3fa56c23441c38af2e5e59d9507e77cdc286c32866c84e810cb

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.364998Z digest=sha256:00faf81da6f43abcd4b87f2a6307350f08e8c3e9026e6e5a56f9968ddee255a3

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:ffe334e4726c8880a5d939fdd952bdc184a258c90ecac8fd376bf7ad7f6bf47f

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.372717Z digest=sha256:7ceb3c08098f44ffdbc48f009ba5330073d29dd4673332fd6b70336891303075

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=sha256:3c753dd812b039283c8e3521ea9b8d0700b091908b191f9c362db255e2fca0d8

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:bdf81f0150cd8f5e1dc08e23167f2fbcfcff164113741ae49ebd5496f46b0d57

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.387907Z digest=sha256:27cc7107cb63b54f8c609765b3711744f3083b5eff92b5c824ec0328933fb1a1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.391379Z digest=sha256:aaed3b8ca41058669cc87109687ab72ff98e55a32bab500cde2f2f5b1993c57b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.394676Z digest=sha256:54850b23d682f09b0362d7612ed818f496f7c2a3c261ccfa099a76509d8db8a3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.397953Z digest=sha256:5eda9e1c7aacab3de9d44e1e2689efb9be1bfeda40d0a1b723e4239cffb6e35c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.401646Z digest=sha256:256a8bb86b63d6d6812ebaee03e8135b78af908cc82ae12f1333094eaa7d2da3

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.405191Z digest=sha256:393b3f35435185c27439a7a0c25a438d01b8bdd25736879fe06ad99da6bf29c2

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.409275Z digest=sha256:69be136d28afb1dd759684e9197eab7281528fb0d207c313de20c70627332f0c

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.413255Z digest=sha256:8d28d127aa2bb3e3ed56612a90629557d0ad63fee0785d8a17274327d123a697

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.416900Z digest=sha256:fc2a7278cdb8c3a74fde0076ad1659bfd5c35bfb64c65ad17fc77ef39827cca1

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.421543Z digest=sha256:0799bcf195e9339e4d3e9dd59e027c2910ad95b48b34be4c75c7955d14df0940

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.425445Z digest=sha256:f72a75bd389d649633ec9f947bc72b51ecb21dddff151feabb0be5bad050370b

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.429256Z digest=sha256:ea813c53bf1f8cbbd432bab34be718cf874c9aefe2fa15cef5c34ad74dc9c9a6

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.432961Z digest=sha256:86ed254beaf05eb39439e5ee48ccbc98ea87f490b71707a64bf09a9cc14b49df

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 2026-08-22T06:32:14.747728+00:00.

source=pdf_text observed=2026-08-14T14:44:14.437162Z digest=sha256:f0ec8b20fdd34a6831fb7852e130ceccffe051a4fe3b10d31c03a7978bd2ee51

Pith citing papers

No inbound Pith citation observations are available.