Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:51:42.625152Z
Paper Citation Record · LEDGER
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers
As of 21 August 2026, this Paper Citation Record lists 51 of 51 outbound references and 0 inbound Pith citation observations for arXiv:2505.23427.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
51 of 51 outbound references displayed
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External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 5f1972d1-6b3b-4aab-ba2a-f6cee3d4e605 · outbound
This paper cites Global health data exchange (ghdx),.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Global health data exchange (ghdx),
Reference 1
- Resolution
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Source-reported events for the cited work
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Observation de52e8ee-9ec4-41b5-b833-5abfce5911c9 · outbound
This paper cites Suicidal ideation in a random community sample: attributable risk due to depression and psychosocial and traumatic events,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Suicidal ideation in a random community sample: attributable risk due to depression and psychosocial and traumatic events,
Reference 2
- Resolution
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Source-reported events for the cited work
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Observation 0824ce4c-a674-411e-9ee3-690101e78ec5 · outbound
This paper cites The economic burden of adults with major depressive disorder in the united states (2005 and 2010),.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers The economic burden of adults with major depressive disorder in the united states (2005 and 2010),
Reference 3
- Resolution
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Source-reported events for the cited work
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Observation 4baee088-deda-40d7-a23e-934ed6c803e6 · outbound
This paper cites Indirect costs of depression and other mental and behavioural disorders for australia from 2015 to 2030,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Indirect costs of depression and other mental and behavioural disorders for australia from 2015 to 2030,
Reference 4
- Resolution
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Source-reported events for the cited work
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Observation a1b7d8cd-e08b-4ce5-a6fe-c327a02f7fe0 · outbound
This paper cites An exploration of residents’ implicit biases towards depression—a pilot study,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers An exploration of residents’ implicit biases towards depression—a pilot study,
Reference 5
- Resolution
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Source-reported events for the cited work
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Observation 30239a07-6254-4b39-8f85-a660017b0b25 · outbound
This paper cites Multimodal assessment of depression from behavioral signals,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Multimodal assessment of depression from behavioral signals,
Reference 6
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 93eb5a47-0b6d-4630-a67b-2143ad0750b3 · outbound
This paper cites Automatic Assessment of De- pression Based on Visual Cues: A Systematic Review,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Automatic Assessment of De- pression Based on Visual Cues: A Systematic Review,
Reference 7
- Resolution
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Source-reported events for the cited work
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Observation f7a8cb45-cae6-434e-bdad-37c607b06066 · outbound
This paper cites Processing of facial emo- tion expression in major depression: a review,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Processing of facial emo- tion expression in major depression: a review,
Reference 8
- Resolution
- verified fuzzy
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Source-reported events for the cited work
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Observation f1dbb194-b47a-44a7-a74c-bac188ae7575 · outbound
This paper cites Multimodal depression detection: fusion analysis of paralinguistic, head pose and eye gaze behav- iors,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Multimodal depression detection: fusion analysis of paralinguistic, head pose and eye gaze behav- iors,
Reference 9
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 171a436d-381e-4946-b7cd-a73477a36493 · outbound
This paper cites Relative body parts JOURNAL OF LATEX CLASS FILES, VOL. 14, NO. 8, AUGUST 2024 8 movement for automatic depression analysis,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Relative body parts JOURNAL OF LATEX CLASS FILES, VOL. 14, NO. 8, AUGUST 2024 8 movement for automatic depression analysis,
Reference 10
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 9b7ab175-0f0a-4d47-9ad0-63b211469b75 · outbound
This paper cites Head pose and movement analysis as an indicator of depression,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Head pose and movement analysis as an indicator of depression,
Reference 11
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a53084db-42df-4d8e-a597-12040b7e600c · outbound
This paper cites An in- vestigation of depressed speech detection: Features and normal- ization,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers An in- vestigation of depressed speech detection: Features and normal- ization,
Reference 12
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 8d7b2f27-3c6c-4108-bd56-b53911d57776 · outbound
This paper cites Deep multi-modal network based automated depression severity estimation,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Deep multi-modal network based automated depression severity estimation,
Reference 13
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation f036bc86-39b9-41b7-8b33-739efb7acdce · outbound
This paper cites A multimodal fusion model with multi-level attention mechanism for depression detection,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers A multimodal fusion model with multi-level attention mechanism for depression detection,
Reference 14
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3fdfb4a2-0825-4dbc-97cb-79a4bdbb8c90 · outbound
This paper cites Avec 2013: the continuous audio/visual emotion and depression recognition challenge,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Avec 2013: the continuous audio/visual emotion and depression recognition challenge,
Reference 15
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3efbdab4-fa97-4d96-a96d-a5ff8e130286 · outbound
This paper cites Detecting depression sever- ity from vocal prosody,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Detecting depression sever- ity from vocal prosody,
Reference 16
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 96ed80c3-cbf3-4967-b9c5-1b74b785e9d5 · outbound
This paper cites The distress analysis interview corpus of human and computer interviews.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers The distress analysis interview corpus of human and computer interviews
Reference 17
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2a74e7b2-afbd-43ee-94b6-6317ef1d9f65 · outbound
This paper cites Cultural dif- ferences in the development and characteristics of depression.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Cultural dif- ferences in the development and characteristics of depression
Reference 18
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 4511708d-e62f-41fd-8a1e-155cd3ca3ca9 · outbound
This paper cites Cultural aspects of depressive experience and disorders,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Cultural aspects of depressive experience and disorders,
Reference 19
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 03a2d81d-d0e1-4878-b818-c8b5021ea345 · outbound
This paper cites Explainable depression detection via head motion patterns,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Explainable depression detection via head motion patterns,
Reference 20
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 827d217a-bda7-489b-9147-89265a03f996 · outbound
This paper cites Nonverbal cues for depression.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Nonverbal cues for depression
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:48.646074Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation a7b9f8e9-b01e-431f-9ce7-9f145c61d1df · outbound
This paper cites An ethological description of depression,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers An ethological description of depression,
Reference 22
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 48ac4748-6414-46e7-81ea-efcf6e5fc8c1 · outbound
This paper cites The ethological approach to the assessment of depressive disorders,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers The ethological approach to the assessment of depressive disorders,
Reference 23
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1e8484fe-6e1e-45c0-9e46-0c5c55da3300 · outbound
This paper cites Relationship between depression and movement quality in normal young adults,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Relationship between depression and movement quality in normal young adults,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:47.957069Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 5937e5d0-b6a0-4f66-ac95-27750d33c8d0 · outbound
This paper cites Evaluating the severity of depressive symptoms using upper body motion captured by rgb-depth sensors and machine learning in a clinical interview setting: a preliminary study,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Evaluating the severity of depressive symptoms using upper body motion captured by rgb-depth sensors and machine learning in a clinical interview setting: a preliminary study,
Reference 25
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation db96b7c8-9ec8-4ec0-9625-cdb9dff5e05b · outbound
This paper cites Investigation of speech landmark patterns for depression detection,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Investigation of speech landmark patterns for depression detection,
Reference 26
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 3d4c965e-61bd-4a38-8f3f-b00f647593ab · outbound
This paper cites Can body expressions contribute to automatic depression analysis?.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Can body expressions contribute to automatic depression analysis?
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:47.307793Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 92231849-8938-4ea7-a848-09d047a0a3cd · outbound
This paper cites Detecting depression severity by interpretable representations of motion dynamics,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Detecting depression severity by interpretable representations of motion dynamics,
Reference 28
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 937cab95-2966-4527-856b-1bdf748dac1e · outbound
This paper cites Interpretation of depression detection models via feature selec- tion methods,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Interpretation of depression detection models via feature selec- tion methods,
Reference 29
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation bf8bb206-1d8f-4993-9dc5-51fb99871ff6 · outbound
This paper cites Cross-cultural detection of depression from nonverbal behaviour,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Cross-cultural detection of depression from nonverbal behaviour,
Reference 30
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 59c2e793-95a1-4ae0-8268-4c9c88d43381 · outbound
This paper cites CNN depression severity level estimation from upper body vs. face-only images,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers CNN depression severity level estimation from upper body vs. face-only images,
Reference 31
- Resolution
- verified fuzzy
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 0052fcdc-4ae6-48d9-bdcb-1423e3f325bc · outbound
This paper cites OpenFace: An open source facial behavior analysis toolkit,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers OpenFace: An open source facial behavior analysis toolkit,
Reference 32
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 98427b50-ed0f-4577-84c3-c7f9a3de780e · outbound
This paper cites On the role of head motion in affective expression,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers On the role of head motion in affective expression,
Reference 33
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 809673ac-0909-45af-8b67-5caecbdd7d3f · outbound
This paper cites Comparison of beck depression inventories-ia and-ii in psychiatric outpatients,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Comparison of beck depression inventories-ia and-ii in psychiatric outpatients,
Reference 34
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 164a0b50-ca17-4a85-aebc-12dd14ddfd9d · outbound
This paper cites Automated depression diagnosis based on facial dynamic analysis and sparse coding,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Automated depression diagnosis based on facial dynamic analysis and sparse coding,
Reference 35
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2e43917a-e850-4a13-a8de-d87fd5390bcd · outbound
This paper cites Automated depression diagnosis based on deep networks to encode facial appearance and dynamics,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Automated depression diagnosis based on deep networks to encode facial appearance and dynamics,
Reference 36
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation b8b9a350-3252-4c67-a67e-dbb0e9910565 · outbound
This paper cites Visually interpretable representation learning for depression recognition from facial images,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Visually interpretable representation learning for depression recognition from facial images,
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:45.165188Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation debe167e-65db-4639-ba0d-1a85ec17b808 · outbound
This paper cites Depression severity prediction from facial expression based on the drr depressionnet network,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Depression severity prediction from facial expression based on the drr depressionnet network,
Reference 38
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation d6c21bc2-a3dd-4ecc-a99f-3beb08cd2c08 · outbound
This paper cites A deep multiscale spatiotemporal network for assessing depression from facial dy- namics,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers A deep multiscale spatiotemporal network for assessing depression from facial dy- namics,
Reference 39
- Resolution
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Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 99f9c622-5760-44b1-af8f-a66697d16894 · outbound
This paper cites Automatic depression recognition using cnn with attention mechanism from videos,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Automatic depression recognition using cnn with attention mechanism from videos,
Reference 40
- Resolution
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Source-reported events for the cited work
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Observation c3aef9e2-20ef-43b5-aa51-dec8e3953b56 · outbound
This paper cites Estimating depression severity from long-sequence face videos via an ensemble global diverse convolutional model,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Estimating depression severity from long-sequence face videos via an ensemble global diverse convolutional model,
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:44.506061Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 618e77c2-ebca-4311-90a3-933311ef49ff · outbound
This paper cites Inte- grating deep facial priors into landmarks for privacy preserving multimodal depression recognition,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Inte- grating deep facial priors into landmarks for privacy preserving multimodal depression recognition,
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:44.186082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1e2a4e9f-a235-4277-be0d-406d49a0435c · outbound
This paper cites Pra-net: Part-and-relation attention network for depression recognition from facial expression,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Pra-net: Part-and-relation attention network for depression recognition from facial expression,
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:43.976342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 2ed1e587-1cde-4222-9708-b92ed93d5c0b · outbound
This paper cites Two-stage temporal modelling framework for video-based depression recog- nition using graph representation,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Two-stage temporal modelling framework for video-based depression recog- nition using graph representation,
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:43.772145Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation ab000bfe-b22a-4a9f-a61d-dd7309d55e16 · outbound
This paper cites Spatial–temporal attention network for depression recognition from facial videos,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Spatial–temporal attention network for depression recognition from facial videos,
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:43.490062Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 1bc716b9-686a-4b89-b361-d5774e12cd88 · outbound
This paper cites Depressionmlp: A multi-layer perceptron architecture for automatic depression level prediction via facial keypoints and action units,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Depressionmlp: A multi-layer perceptron architecture for automatic depression level prediction via facial keypoints and action units,
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:43.117691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation c8e77b64-3952-41d6-a842-946e848a09ac · outbound
This paper cites Spectral repre- sentation of behaviour primitives for depression analysis,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Spectral repre- sentation of behaviour primitives for depression analysis,
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-07T12:51:42.853784Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.
Observation 34dbf93d-36a2-4055-aff9-f665944bcf0d · outbound
This paper cites Imagenet classifica- tion with deep convolutional neural networks,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Imagenet classifica- tion with deep convolutional neural networks,
Reference 48
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:51:42.317778Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 169c3f3c-d74b-4aa5-ab68-50320bb930ee · outbound
This paper cites Very Deep Convolutional Networks for Large-Scale Image Recognition.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Very Deep Convolutional Networks for Large-Scale Image Recognition
Reference 49
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:51:42.401900Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e05465e-2f8f-4cfd-821f-bc4d5638dbe0 · outbound
This paper cites Deep residual learning for image recognition,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Deep residual learning for image recognition,
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:51:42.530169Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation b98866a1-06e5-468a-993c-6de1a2f6b00c · outbound
This paper cites Densely connected convolutional networks,.
On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers Densely connected convolutional networks,
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-07T12:51:42.625152Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Pith citing papers
No inbound Pith citation observations are available.