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Paper Citation Record · LEDGER

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities

As of 10 August 2026, this Paper Citation Record lists 100 of 131 outbound references and 1 inbound Pith citation observation for arXiv:2502.00451.

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

pith.paper-citation-record.v1
2502.00451 v3

Coverage vector

measured 100 of 131 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T18:58:32.946580Z

measured 101 of 101 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-05T20:51:39.709515Z

measured 1 of 1 external citation measurements

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

Source: pith, observed 2026-08-10T05:30:23.456663Z

Reference resolution

100 of 131 outbound references displayed

  • verified exact24
  • verified fuzzy0
  • unresolved69
  • parse uncertain0
  • malformed identifier4
  • metadata mismatch3

External citation measurements

1
pith, observed 2026-08-10T05:30:23.456663Z

Outbound references

Observation 566999d7-1362-4e5c-8a28-bed37ed366c5 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 1

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no resolver link, observed 2026-08-09T18:58:31.625547Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.625547Z digest=sha256:575d232e5d606525b7c592f459ab045588fcaa0b23ceadb8022041f0cb56b7ce

Observation fbd059fc-c172-4379-b0fd-9705b30c1241 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 2

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no resolver link, observed 2026-08-09T18:58:31.684523Z

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source=pdf_text observed=2026-08-09T18:58:31.684523Z digest=sha256:74941c6cb798b83550da333056ad73944cec19eddef418540a9f862cae5a94bf

Observation 1ef024bd-a569-4eda-a341-3229cb3aee61 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 3

Resolution
verified exact
doi, observed 2026-08-09T18:58:35.297237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T18:58:31.689824Z digest=sha256:715f1760f0486676ac39f3bf804216c576c2b35dbee0b9e020521989689260ee

Observation ccdcc7ae-ab7f-4695-98b0-e21375db48ff · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 4

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no resolver link, observed 2026-08-09T18:58:31.694674Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.694674Z digest=sha256:f190c9f6d9834b2695babf1854da9c404998e874abda0fd052e95d2bd52c9239

Observation 8c232a31-c3fc-4b4e-b9b6-b86c642fd9f9 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 5

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no resolver link, observed 2026-08-09T18:58:31.699180Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.699180Z digest=sha256:3ca4973f91922b59e6839049a6a65c946b9c269f4cc996a6a9f41d09be85fafe

Observation 059e8bfa-1da3-4b97-a66c-0f93709b8d68 · outbound

This paper cites K., Lim, M.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities K., Lim, M

Reference 6

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no resolver link, observed 2026-08-09T18:58:31.704301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.704301Z digest=sha256:c0d65d3e740bc5d71f7e9e521344812fde9986a98489d31cc8c3609fc1472a01

Observation 897a6738-50b5-4486-b2dc-09ed0b13a23a · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 7

Resolution
verified exact
doi, observed 2026-08-09T18:58:35.281360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T18:58:31.709810Z digest=sha256:5b4c036c64e1614781db8a0a38dd89cf0848023edf10630536407abd71608fe6

Observation 220eb8d4-0445-425b-bdec-c015770d1a6a · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 8

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malformed identifier
no resolver link, observed 2026-08-09T18:58:31.715367Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.715367Z digest=sha256:38518ee63854b4c5344427dfa8c741330bbd94872e7de02435f1b439f455ab9d

Observation b31ed240-79ce-46e5-b091-701d9cda9751 · outbound

This paper cites & Ren, Z.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Ren, Z

Reference 9

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no resolver link, observed 2026-08-09T18:58:31.720527Z

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source=pdf_text observed=2026-08-09T18:58:31.720527Z digest=sha256:2b9bc623a5d28edc7a8933eca7a3f3726178774c1dbd25a82ab180df56227dae

Observation 1331821e-b159-480f-b5da-9c580ff253f8 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 10

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unresolved
no resolver link, observed 2026-08-09T18:58:31.726032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.726032Z digest=sha256:c5dbf9c0dd61817f3cdc236409eed81857aee2859357f749a6154a4e93476ef0

Observation faacecc2-2aa3-4f4f-a9e4-9434b0c59135 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 11

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no resolver link, observed 2026-08-09T18:58:31.730636Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.730636Z digest=sha256:a08a696a446880854ef1d403e59346070e11b71ad1ba99599eb798c91a2c9988

Observation f6ae18d3-5186-484a-9e88-00094ccfb6fe · outbound

This paper cites Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Multimodal Machine Learning in Mental Health: A Survey of Data, Algorithms, and Challenges

Reference 12

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no resolver link, observed 2026-08-09T18:58:31.736177Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:31.736177Z digest=sha256:c8ebdd6eb60ea814d43c8d863f0f279dd3e2a492c316d40e347b52c2470030ba

Observation b174419b-8463-4a08-95db-7e823681b5e1 · outbound

This paper cites R., Warnita, T., Uto, K.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities R., Warnita, T., Uto, K

Reference 13

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no resolver link, observed 2026-08-09T18:58:31.742081Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:31.742081Z digest=sha256:860949adfe71852759e37c44300ec59140cc3fe06873e2b0ed731303490e383b

Observation d02ba007-dd0d-4014-9fad-bf15cb9a4444 · outbound

This paper cites & Morency, L.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Morency, L

Reference 14

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malformed identifier
no resolver link, observed 2026-08-09T18:58:31.746702Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.746702Z digest=sha256:80fb09101c59c707b29cba1da42823d5ecf75a1c3f2977417ec00aa854d28166

Observation 41dc3bdd-20e7-4568-877e-9236fd3f3273 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 15

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no resolver link, observed 2026-08-09T18:58:31.752898Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:31.752898Z digest=sha256:b383422b4c1a0e6c642cb67b06d9c053e7f7ce931211c5e83857f591898589a4

Observation e616d8a8-512f-402a-9be4-f49be3f3bb15 · outbound

This paper cites & Mahmoud, M.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Mahmoud, M

Reference 16

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no resolver link, observed 2026-08-09T18:58:31.758344Z

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source=pdf_text observed=2026-08-09T18:58:31.758344Z digest=sha256:98e220c1fb937069109a5f2ef13ae1bdbde9ba67210005d8cad7eebdd10e5266

Observation 6e189cba-b157-4e39-9170-f7b5d43442d4 · outbound

This paper cites Multimodal assessment of schizophrenia symptom severity from linguistic, acoustic and visual cues.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Multimodal assessment of schizophrenia symptom severity from linguistic, acoustic and visual cues

Reference 17

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source=pdf_text observed=2026-08-09T18:58:31.763244Z digest=sha256:49a45430c169a6caf1ab851ff93b2f441633f14a800ce00b28081448bb8be8e3

Observation 9160e050-413a-4386-9e62-65d447653406 · outbound

This paper cites & Wang, K.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Wang, K

Reference 18

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no resolver link, observed 2026-08-09T18:58:31.768827Z

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.768827Z digest=sha256:f4125a1ef7bebac6667eae98d00c70eb9ee3376a0b2afb6bef94ffb30acffa11

Observation 50ae80f3-a1aa-4376-97e4-e838aced839e · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 19

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no resolver link, observed 2026-08-09T18:58:31.773775Z

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source=pdf_text observed=2026-08-09T18:58:31.773775Z digest=sha256:818729a0aa2ffab33b6c468961753d5b50666a88251c9c78eadf7eaa7e61284b

Observation ae64ffd7-3f5b-4a4e-8696-62f7449b14a6 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 20

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no resolver link, observed 2026-08-09T18:58:31.778820Z

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source=pdf_text observed=2026-08-09T18:58:31.778820Z digest=sha256:b1beaac40571cb8374697814a681de4b09e15f699f3e9cca1f155704a4c21931

Observation d7b29f37-9bca-49c7-b5a8-9136b37906b8 · outbound

This paper cites Health insurance portability and accountability act of 1996.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Health insurance portability and accountability act of 1996

Reference 21

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source=pdf_text observed=2026-08-09T18:58:31.783537Z digest=sha256:12dbc24c7fd5296a5439b534bdd10dae756375e393fe38f5941a2d0b89a240a8

Observation 14ff9934-a528-4b81-9a9f-b81bbdc94b30 · outbound

This paper cites & Shmatikov, V.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Shmatikov, V

Reference 22

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no resolver link, observed 2026-08-09T18:58:31.788338Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.788338Z digest=sha256:35e50b152af4eb425970b202a5d4660467ab6ef622b44734c23ac6f72a55e1c1

Observation 06695bd6-86f6-4105-8106-b99a97576b59 · outbound

This paper cites & Raghunathan, A.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Raghunathan, A

Reference 23

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no resolver link, observed 2026-08-09T18:58:31.793282Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:31.793282Z digest=sha256:3fed7586506b7d63cce74d732c12c2938aaaf9003ad745e7a285669b2338c4f7

Observation 05ccb315-3352-4f23-ae3a-e5581e9846e6 · outbound

This paper cites & Song, D.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Song, D

Reference 24

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no resolver link, observed 2026-08-09T18:58:31.798237Z

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source=pdf_text observed=2026-08-09T18:58:31.798237Z digest=sha256:061ef37a2bbb1af73f396b7b69eaf43332e4a7b2af5466d639b2c1706b5f929e

Observation 53864ef1-c3f5-44a5-be90-87abf4de3a9c · outbound

This paper cites Privacy Leakage in Text Classification: A Data Extraction Approach.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Privacy Leakage in Text Classification: A Data Extraction Approach

Reference 25

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verified exact
local_arxiv, observed 2026-08-09T18:58:35.217702Z

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No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T18:58:31.803134Z digest=sha256:075c4c75515f195c8a1f2b3ca8bdb237bc500bf40258c0d2fbb399dd06831954

Observation dcdaf04f-17e1-4b35-8be3-4edd464c9d15 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 26

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Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.808588Z digest=sha256:a731f084aaf24051c39ea9fd76f273ec3243429b27bf863576715d00736db529

Observation 2d0a4837-7e2e-4b0f-bc38-086f98fbe15a · outbound

This paper cites & Zhou, S.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Zhou, S

Reference 27

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no resolver link, observed 2026-08-09T18:58:31.845800Z

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source=pdf_text observed=2026-08-09T18:58:31.845800Z digest=sha256:92ce70c63009b9b2ff828990be4e8fef6b802dcf4e87e0e88903e905807ecf89

Observation fb2e92f8-5a4f-4e7f-b9b4-9e12ecda2d74 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 28

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verified exact
doi, observed 2026-08-09T18:58:35.184414Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T18:58:31.896414Z digest=sha256:6c7746018a4e45043061bab65db8286b9bbe2e1a16c667c2de648384fd08a9c2

Observation 0320f1d1-02a5-4919-8468-862f7a04e716 · outbound

This paper cites & Skala, P.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Skala, P

Reference 29

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doi, observed 2026-08-09T18:58:34.994005Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

source=pdf_text observed=2026-08-09T18:58:31.953540Z digest=sha256:8fa5bdda8a96abb6ca2ab8f7c183cae7996c7559073354cdb3744354e9a439b2

Observation 6a05aefb-1aa5-4bc2-9774-579c115b538b · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 30

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no resolver link, observed 2026-08-09T18:58:31.993739Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T18:58:31.993739Z digest=sha256:e3b0b0b67ddab8c8bffeb11c7bbb5639145cc9f6a6d8bf88cb002a07835120b0

Observation 951c80d9-bb6a-4dd7-ad96-9811c5849429 · outbound

This paper cites The VoicePrivacy 2024 Challenge Evaluation Plan.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities The VoicePrivacy 2024 Challenge Evaluation Plan

Reference 31

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no resolver link, observed 2026-08-09T18:58:32.082233Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:32.082233Z digest=sha256:94c41e4988284207b1b41792d9462150317a2f74fe1789a4abd1be7f26ed5af5

Observation b85ed308-bcfb-455a-9ae5-853e0c144314 · outbound

This paper cites & Kankanhalli, M.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Kankanhalli, M

Reference 32

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no resolver link, observed 2026-08-09T18:58:32.087738Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:32.087738Z digest=sha256:884a2dd92b185cff1eeb51b352bccb58df6a6568e89a90327af459283c041f11

Observation 5530a38c-337f-4fc9-b7b1-9e8f0f831646 · outbound

This paper cites SoulChat: Improving LLMs’ empathy, listening, and comfort abilities through fine-tuning with multi-turn empathy conversations.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities SoulChat: Improving LLMs’ empathy, listening, and comfort abilities through fine-tuning with multi-turn empathy conversations

Reference 33

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no resolver link, observed 2026-08-09T18:58:32.092773Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:32.092773Z digest=sha256:4cbab0dc1f0952af1ba9e1e4941526abae574ed0347d348ee857dd1ab262ceb5

Observation 90bc3069-dcff-47b6-bfec-f955562902ef · outbound

This paper cites & Zhang, Y.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Zhang, Y

Reference 34

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no resolver link, observed 2026-08-09T18:58:32.097919Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:32.097919Z digest=sha256:a05dfed801a25b66a4159f8bba40319979c29a5a0cae6b84938f8d29ee0c87d5

Observation 288e3f2e-1f47-44a7-a547-4e8ab0524e84 · outbound

This paper cites Patient-ψ: Using large language models to simulate patients for training mental health professionals.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Patient-ψ: Using large language models to simulate patients for training mental health professionals

Reference 35

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no resolver link, observed 2026-08-09T18:58:32.102896Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:32.102896Z digest=sha256:d25a55e8d345756906a6095f23a40e18f64ec85c25c712cd20fa4eecbffaeacd

Observation 4f608d9a-2dea-4e86-8f37-fdd5b3434858 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 36

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no resolver link, observed 2026-08-09T18:58:32.108359Z

Source-reported events for the cited work

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source=pdf_text observed=2026-08-09T18:58:32.108359Z digest=sha256:c96f37c80c84e02635f91022402f480eef4adf5696c7bae032edec5c4d8a7b61

Observation c6fcef87-fa00-4661-8660-a5bddd245d10 · outbound

This paper cites Synthetic Patients: Simulating Difficult Conversations with Multimodal Generative AI for Medical Education.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Synthetic Patients: Simulating Difficult Conversations with Multimodal Generative AI for Medical Education

Reference 37

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source=pdf_text observed=2026-08-09T18:58:32.113624Z digest=sha256:88a3d0374dbebf4db576deabd2a1cef40002d01a4461ed2f25dbfcc82031d30d

Observation de811a42-3d86-41a5-8db6-283af396d939 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 38

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no resolver link, observed 2026-08-09T18:58:32.118608Z

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source=pdf_text observed=2026-08-09T18:58:32.118608Z digest=sha256:172472324629df6ed8fe2589fdb2b0430db494b4b28df2022eef7b51a9ff5ec4

Observation 2534e899-bb10-4330-9fc4-1c1ea8cb50d8 · outbound

This paper cites Context-Aware Differential Privacy for Language Modeling.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Context-Aware Differential Privacy for Language Modeling

Reference 39

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source=pdf_text observed=2026-08-09T18:58:32.123275Z digest=sha256:f9db1e42848d4f0e0cdf3892847587350c2d1c8291777c86cf8ffbe8407ab4d4

Observation 43ed67d0-e127-46bd-acfe-bbba91eaa807 · outbound

This paper cites & Giuffrida, V.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Giuffrida, V

Reference 40

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source=pdf_text observed=2026-08-09T18:58:32.128725Z digest=sha256:c53d4532204fc50634e2352d480208cba338b859247897c4c5fdcc2404d5d2db

Observation 6132bb67-05a9-4e48-91ad-c11dc6f37264 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 41

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source=pdf_text observed=2026-08-09T18:58:32.134260Z digest=sha256:f480bd9b2c9dfe674a7d1fa22d6e986a3dd70073a3a549c955a5e5787fb9b764

Observation 5f7c8906-d4b5-4bff-95f8-501c35073f89 · outbound

This paper cites & Tuyls, J.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Tuyls, J

Reference 42

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source=pdf_text observed=2026-08-09T18:58:32.139385Z digest=sha256:047873e0406b1f6a8b99e951519f74ff67f2fd54cbe0815a288c071e555eaad4

Observation 68df368d-aced-4fca-82bc-b4bc4382ad65 · outbound

This paper cites Training Large ASR Encoders with Differential Privacy.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Training Large ASR Encoders with Differential Privacy

Reference 43

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local_arxiv, observed 2026-08-09T18:58:34.849153Z

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source=pdf_text observed=2026-08-09T18:58:32.144906Z digest=sha256:553400465d28fc7215ac22cf3a40b2fb067a65101c96cc2f6ce3b526afa238f1

Observation fc4c5bc3-ed66-4add-aafc-ff82ea774ba1 · outbound

This paper cites & Karypis, G.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Karypis, G

Reference 44

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source=pdf_text observed=2026-08-09T18:58:32.150845Z digest=sha256:798e98b293fff7acf4dcc2a54bc4992feabc41fb7152aea4b7a46739f38793a5

Observation 5e5a9994-9588-4a31-8fcf-a75b22105b9c · outbound

This paper cites X., Chiu, J.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities X., Chiu, J

Reference 45

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source=pdf_text observed=2026-08-09T18:58:32.155464Z digest=sha256:6ab5d0976c824b105626833a96d10b62c2940025ab92473f900c7c8afc661895

Observation f48f4fc5-ee1e-4511-a2bf-7568f2e2a852 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 46

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source=pdf_text observed=2026-08-09T18:58:32.160176Z digest=sha256:98eb996c6961ae6c87a82746d95da72365f6156216a0e85f0ac0f6507a5ca883

Observation 1942bb75-aade-4bd8-ae74-f96fdb35f0c9 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 47

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source=pdf_text observed=2026-08-09T18:58:32.164649Z digest=sha256:a32063f15557bcdfd795c8c77d5f8b26c7c4a884b8f83ec2d1973b11ee990e23

Observation 67f6f67f-d462-4d3c-aa18-6f4bcebeea41 · outbound

This paper cites & Jha, S.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Jha, S

Reference 48

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source=pdf_text observed=2026-08-09T18:58:32.169248Z digest=sha256:1f1e4628d42eb11e1f403d31d95e18c656ebfd2526b06d4169a41b7d44f55450

Observation c97f3aa3-c4a9-47c6-ab08-fc298a445217 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 49

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source=pdf_text observed=2026-08-09T18:58:32.173917Z digest=sha256:63073546dc871286b7cfc8f6b43432b019eb731c6626d20a072018e54fe5c9e6

Observation 10fc8231-24ba-4fba-ae81-f707b8a6ede4 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 50

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source=pdf_text observed=2026-08-09T18:58:32.181506Z digest=sha256:08d2f7096c230aa636585a4ee6ac3814f41c19dce309ac857a4916278590eb2c

Observation b0d96203-3ec9-4469-9da9-9a4b6c63ceea · outbound

This paper cites Synthetic Data: Revisiting the Privacy-Utility Trade-off.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Synthetic Data: Revisiting the Privacy-Utility Trade-off

Reference 51

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source=pdf_text observed=2026-08-09T18:58:32.211396Z digest=sha256:9038b23d50d05f28bbdf718cfe666925bc67cc8574160422fa6bafc944cf5706

Observation e822401d-dc98-4afe-8a2f-519e0ce4e73b · outbound

This paper cites A Benchmark for Multi-speaker Anonymization.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities A Benchmark for Multi-speaker Anonymization

Reference 52

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local_arxiv, observed 2026-08-09T18:58:34.573600Z

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source=pdf_text observed=2026-08-09T18:58:32.297771Z digest=sha256:dcab6c7a280f4bb53e017481a52d55fcd6e60d17b08dae2a76f0b3f3c00afe70

Observation a091dafd-227f-49cd-b892-98fe332d528c · outbound

This paper cites Interactive Agents: Simulating Counselor-Client Psychological Counseling via Role-Playing LLM-to-LLM Interactions.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Interactive Agents: Simulating Counselor-Client Psychological Counseling via Role-Playing LLM-to-LLM Interactions

Reference 53

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source=pdf_text observed=2026-08-09T18:58:32.315741Z digest=sha256:27f2f5413a9cf234c04a11a726d28d75b92367ac61bca434ae88c2aae84faf3b

Observation 75b01bb5-768b-4c9d-bdd5-f81ca8207b18 · outbound

This paper cites & Osman, H.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Osman, H

Reference 55

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source=pdf_text observed=2026-08-09T18:58:32.362608Z digest=sha256:6abe4657f7998b333f295a9499e41bd0833ef476e3118099a61bb5293fd44f55

Observation 592e28cd-f313-4358-b712-e290836fa36d · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 56

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source=pdf_text observed=2026-08-09T18:58:32.367655Z digest=sha256:777178c910f63507fe1bf0a947e02115a488b5460d547603dd89dc28e8ad76a5

Observation caa747c1-bcd5-491c-9d79-0eb530415ea6 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 57

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source=pdf_text observed=2026-08-09T18:58:32.372716Z digest=sha256:e40eace1b7226566c60fcb93cf36ecf8b404e2822e6f69b5407c752858050a49

Observation 321171f8-903e-4b9e-a99b-533a68befb70 · outbound

This paper cites & Shmatikov, V.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Shmatikov, V

Reference 58

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source=pdf_text observed=2026-08-09T18:58:32.379111Z digest=sha256:ec555c58c8c64d8984928c34398f2afcd0ffc0e6d706db4c92fa5dd9a707381f

Observation 460c006f-bb3d-4ae1-a8f0-5e17569ddeae · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 59

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source=pdf_text observed=2026-08-09T18:58:32.383912Z digest=sha256:da8d753db0c69a1484b10a53522c7f9d85809d6eb5502515d0074e552024ad3b

Observation df855575-f804-4849-9bed-43d7a14b1d06 · outbound

This paper cites & Verkholyak, O.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Verkholyak, O

Reference 60

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source=pdf_text observed=2026-08-09T18:58:32.388987Z digest=sha256:7834b39fafca2c297720e31cf466d9812a54bb4473207c8e2bcddbe298733b9f

Observation 34470452-4f5b-47be-8a06-83faef95eca2 · outbound

This paper cites Parameter Estimation in a Noisy 1D Environment via Two Absorbing Receivers.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Parameter Estimation in a Noisy 1D Environment via Two Absorbing Receivers

Reference 61

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source=pdf_text observed=2026-08-09T18:58:32.393974Z digest=sha256:8bc8e59d44c010e0531b801a904a245f0501d189c012fc929fc626d57b73ca16

Observation a5ae4312-3b31-4043-8838-c1265f021628 · outbound

This paper cites & Kim, K.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Kim, K

Reference 62

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source=pdf_text observed=2026-08-09T18:58:32.398777Z digest=sha256:40eb1a2a918a26d96ba587d421ed4c5f2c8ca026214c20af737d7fbf7fbe5a1d

Observation 20a1a96b-0f7a-4f8c-a17d-00d18bebe229 · outbound

This paper cites & Sun, J.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Sun, J

Reference 63

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source=pdf_text observed=2026-08-09T18:58:32.403217Z digest=sha256:beeb075f83600da7b246e979c42ecfe2b9594b7d1b6e97271d7b61dedf3b2559

Observation 223c1329-5153-4171-90ab-1fde90aca36e · outbound

This paper cites & Philbin, J.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Philbin, J

Reference 64

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source=pdf_text observed=2026-08-09T18:58:32.407877Z digest=sha256:5761d296c4fde132a4eb5e5ee246ed2e3759203c2908d9ef9994afd2857407db

Observation d698d98b-522d-4c6f-90fd-13f0874a427e · outbound

This paper cites & Hinton, G.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Hinton, G

Reference 65

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source=pdf_text observed=2026-08-09T18:58:32.412960Z digest=sha256:7763758f01d90bb1a260c5ed59779e1d21a55c3f7cc34041fb23dea08a62c9aa

Observation 0d8a792f-f007-4460-9803-43a21b031718 · outbound

This paper cites & Brox, T.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Brox, T

Reference 66

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source=pdf_text observed=2026-08-09T18:58:32.419104Z digest=sha256:bb07e713ec6d4696a6b7defc189fad257183ef296edb18788365740ab1d2da0a

Observation 89185113-33c1-4785-8025-4a4615f3205b · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 67

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raw_fallback, observed 2026-08-09T18:58:37.399025Z

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source=pdf_text observed=2026-08-09T18:58:32.424530Z digest=sha256:911b12769621eb8f00c37cd08179d25681333c33a4a90fc55f08605e6f546cbf

Observation 2b7e94cd-11cc-48f5-a2c2-49fda28b65e1 · outbound

This paper cites 3d face reconstruction with dense landmarks.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities 3d face reconstruction with dense landmarks

Reference 68

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source=pdf_text observed=2026-08-09T18:58:32.429400Z digest=sha256:40bbfa39547d82354907d598d7069e4c7b357a7014e0a8ec51c9cfb9e61661ec

Observation 1cd41ee1-ba96-4f86-8637-98e434eaff68 · outbound

This paper cites & Wills, C.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Wills, C

Reference 69

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source=pdf_text observed=2026-08-09T18:58:32.434248Z digest=sha256:5b1a13a73b169383aa01020aced528d2149f8bc872c7d908a74d897488e7267a

Observation fc1f3c7c-2d7f-49d7-8a44-1acaca24368e · outbound

This paper cites & Dua, M.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Dua, M

Reference 70

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source=pdf_text observed=2026-08-09T18:58:32.439135Z digest=sha256:c1b953e9ff16ef56f02938e0eebada1bec6664ae63c06fd9da76781bf25de3cf

Observation 9fe1b979-9231-45f4-b318-0572373f876f · outbound

This paper cites & Kasak, P.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Kasak, P

Reference 71

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source=pdf_text observed=2026-08-09T18:58:32.444182Z digest=sha256:a01db7b211b7a4a8cc8a08a09879444ca8d142571dbbcaa53175f40acfc87211

Observation 59de7bae-9601-4443-9de2-21dd99ced022 · outbound

This paper cites & Atri, M.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Atri, M

Reference 72

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source=pdf_text observed=2026-08-09T18:58:32.449934Z digest=sha256:1fb1d92771736505298612ba923fd342769b07e773fbdf5abb9e3c1d3039a4d3

Observation 3eba3e6f-7ff9-42f8-94cf-aa0ac49d42af · outbound

This paper cites T., Terhörst, P.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities T., Terhörst, P

Reference 73

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source=pdf_text observed=2026-08-09T18:58:32.454196Z digest=sha256:8637c5f0fb97f55cb3e2ccb7e976e61d3fee96925034c78053fd39c848ed3942

Observation 7e811d9b-4f7c-47f8-84d9-439f40d91321 · outbound

This paper cites & Elgibreen, H.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Elgibreen, H

Reference 74

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source=pdf_text observed=2026-08-09T18:58:32.458783Z digest=sha256:dda6fce2cb42e5841350226398eab4e697a95efa3c9a61b229709f9ca8feebf1

Observation 1091f8ff-1296-4955-8a8b-e98e3f683902 · outbound

This paper cites A., Yildirim, R.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities A., Yildirim, R

Reference 75

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source=pdf_text observed=2026-08-09T18:58:32.463305Z digest=sha256:24a2570d15701262f9bcd6ab9e123b8dada8c7c1cd0c8b8c2d99142944c2f0ec

Observation 77c2df10-11b3-4161-b4cc-95800740f14b · outbound

This paper cites W., McCarthy, I.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities W., McCarthy, I

Reference 76

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source=pdf_text observed=2026-08-09T18:58:32.467527Z digest=sha256:8afdc12227f4ad3051a7ef31947bd51d7ccdb52951a6c6eb541975d54b17494c

Observation ac6ec19d-6aa6-40bf-bf10-1cc619447746 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 77

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source=pdf_text observed=2026-08-09T18:58:32.471765Z digest=sha256:d57bc6957e042ba2695c0c547bf4b89867ba1540058a5cc1a2df952c0e470fa9

Observation 73775739-acd4-4c09-a8ae-31bdf753b3c8 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 78

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Observation 11d224ac-0065-4069-b4ef-dd75dc2f1060 · outbound

This paper cites & Ortega-Garcia, J.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Ortega-Garcia, J

Reference 79

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Observation d8cf6247-cc1d-481a-ade5-cbf4d8d53f44 · outbound

This paper cites & Woo, S.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Woo, S

Reference 80

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source=pdf_text observed=2026-08-09T18:58:32.532350Z digest=sha256:1fe43af92a1d0da708f3d93c7e5d50482de4439bab774ce9f8fe5483b0922443

Observation f696ccae-9101-4977-84cb-0991200d3d4d · outbound

This paper cites & Dwivedi, Y.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Dwivedi, Y

Reference 81

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source=pdf_text observed=2026-08-09T18:58:32.600787Z digest=sha256:2d07d3a5c42aa89da2ba73b0fa5011086c52b3a0bee087396ad60a9cb35d7ccb

Observation 70541c04-5281-4bbc-ad1e-5c94760e9cbc · outbound

This paper cites On Protecting the Data Privacy of Large Language Models (LLMs): A Survey.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities On Protecting the Data Privacy of Large Language Models (LLMs): A Survey

Reference 82

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source=pdf_text observed=2026-08-09T18:58:32.660172Z digest=sha256:f5182ff34e9333f12d120c188934f48440e9c1b985bd70608d0a394c8e0857fd

Observation 6b4b8c11-da02-43b6-a8b8-39fedf198ba0 · outbound

This paper cites & Zhang, Y.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Zhang, Y

Reference 83

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source=pdf_text observed=2026-08-09T18:58:32.665807Z digest=sha256:5c8733d0ca84f1d659fdf3e851ecf7820ec098d83a8dc000c251a7b48fa48fa8

Observation c52f386b-db19-4707-a09f-f7c6426d4add · outbound

This paper cites Y ., Uzuner, O.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Y ., Uzuner, O

Reference 84

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source=pdf_text observed=2026-08-09T18:58:32.670732Z digest=sha256:4cc65adf687c0635c08f34d4af8e8a1bad0ab7c4a3ab4dca337d651892976ec7

Observation 935d0e7c-9146-4695-9875-d873a5b8864b · outbound

This paper cites & Lee, J.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Lee, J

Reference 85

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source=pdf_text observed=2026-08-09T18:58:32.675231Z digest=sha256:bf373045a8b303b94cd70005f4bde3c9e01b83ac317d95f4c3b1fda8c74d45ce

Observation 9c8a0a74-b3d7-40ab-a062-5c4578df3d15 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 86

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source=pdf_text observed=2026-08-09T18:58:32.680848Z digest=sha256:af16288bcad0b8c0c238e10f816e73ec81a68449d684e9105c399e05e92fb0d8

Observation 0946bd65-dece-43f5-bf96-f47137b7018e · outbound

This paper cites & Roller, R.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Roller, R

Reference 87

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source=pdf_text observed=2026-08-09T18:58:32.685710Z digest=sha256:c72a2488e14b969618981e210a77e55bf465a3e93592c421776e27ec2419cdb3

Observation 54423a54-d24f-4eff-ab77-9a4257e52772 · outbound

This paper cites & Dusek, O.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Dusek, O

Reference 88

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source=pdf_text observed=2026-08-09T18:58:32.690727Z digest=sha256:731484070b1be7a4a1cf164abef6128aba38e06d154ed3c39258f50c081cd306

Observation 50bbf909-6a48-4571-8dff-91f35e56f22e · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 89

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source=pdf_text observed=2026-08-09T18:58:32.696281Z digest=sha256:3b5ee0991d2e0b1f05142320cde879ae6c87fd06548f7305046f37b6da09d749

Observation 7b4381e2-61fd-4bbd-971e-7e565cea4a77 · outbound

This paper cites S., Dhingra, P., Wang, Z.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities S., Dhingra, P., Wang, Z

Reference 90

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source=pdf_text observed=2026-08-09T18:58:32.701490Z digest=sha256:3f2032f5af1047a27fc21ff1b528f915895545abe845163c0439b76985c83dbc

Observation 651ad7b8-c628-49bf-8fc8-2e526dbf16b6 · outbound

This paper cites & Tomashenko, N.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Tomashenko, N

Reference 91

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Observation eda63ef1-205f-4d95-b69d-8aec301fbbe4 · outbound

This paper cites & Larcher, A.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Larcher, A

Reference 92

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source=pdf_text observed=2026-08-09T18:58:32.711410Z digest=sha256:d197db864143e47c82a19e8667f2833836edac2546247e4ea668dbecdbff7f9e

Observation 3c3a1895-98d6-4832-b768-e67b0d13cb78 · outbound

This paper cites Differentially Private Speaker Anonymization.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Differentially Private Speaker Anonymization

Reference 93

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source=pdf_text observed=2026-08-09T18:58:32.716434Z digest=sha256:b5ef384d2f546ef70931aa75e08667a74e2ebe6fb12c18f2a5eff840d3da8f80

Observation 8e826d52-b319-4417-a2aa-35a0f4898aa8 · outbound

This paper cites Face-off: Adversarial face obfuscation.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Face-off: Adversarial face obfuscation

Reference 94

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source=pdf_text observed=2026-08-09T18:58:32.721870Z digest=sha256:e2ab9b3dc2bc728da77787d0b204d8b55413576d4a52b56a94f65439e4dc7dc1

Observation 87ca7b4f-e67f-4894-a231-025b0d3665b5 · outbound

This paper cites Lowkey: Leveraging adversarial attacks to protect social media users from facial recognition.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Lowkey: Leveraging adversarial attacks to protect social media users from facial recognition

Reference 95

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source=pdf_text observed=2026-08-09T18:58:32.726706Z digest=sha256:b3fdfdfc453e46906b595b9c9ef13a5ff13f2fbdf109fcf58a174489cf17c4e5

Observation 5f016017-e6b6-4fdd-9119-543da4711020 · outbound

This paper cites & Kohno, T.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Kohno, T

Reference 96

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source=pdf_text observed=2026-08-09T18:58:32.731356Z digest=sha256:b1e581e923cfb53d295241f1906ec55e96294a37099c15359857af9d7c78a556

Observation 37c4d417-3902-4199-8c38-6bd9d3e194d1 · outbound

This paper cites an unresolved cited work.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities Unresolved cited work

Reference 97

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source=pdf_text observed=2026-08-09T18:58:32.736907Z digest=sha256:a997f234d105343421780a8c2fbd266b34a1f8ca4cf91a9afd285eea17e3a16f

Observation a98e1833-bef5-4ab6-af3a-13e2fb9005fa · outbound

This paper cites & Tramèr, F.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Tramèr, F

Reference 98

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source=pdf_text observed=2026-08-09T18:58:32.741750Z digest=sha256:97e65e6aaf3173d86d3b000d87a1963b0965cfdc18a46c53d099af8cf0070bba

Observation 4f73151f-9c0c-43e4-8bd3-075c003914a9 · outbound

This paper cites N., Utz, V.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities N., Utz, V

Reference 99

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source=pdf_text observed=2026-08-09T18:58:32.808585Z digest=sha256:b23d94681afd77bcdab70a00d6ca30868e8a47e8c7879903bd5cfe2ceda6c66b

Observation dd6e7439-afc2-486f-a459-f20aebc49d49 · outbound

This paper cites E., Englund, C.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities E., Englund, C

Reference 100

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source=pdf_text observed=2026-08-09T18:58:32.908792Z digest=sha256:4cd1feff04d6330d9ae10e7c4b2a0012f1b5191077e2260957bc7e38dfbe1730

Observation cc2da634-bc48-469a-ab3f-27bffe51f9d9 · outbound

This paper cites & Hernandez-Matamoros, A.

Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities & Hernandez-Matamoros, A

Reference 101

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source=pdf_text observed=2026-08-09T18:58:32.946580Z digest=sha256:a35a7f96e9e16fd75a2a0d83b9ee126f56172205c8e56228730564a1a5f7a4a7

Pith citing papers

Observation c6e14015-6d12-4e27-8921-bb3838cbb9d2 · inbound

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems cites this paper.

A Comprehensive Review of Datasets for Clinical Mental Health AI Systems Towards Privacy-aware Mental Health AI Models: Advances, Challenges, and Opportunities

Reference 176

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source=pdf_text observed=2026-08-05T20:51:39.709515Z digest=sha256:fa249f9d77d775ae70644f85de9bfb61e59171271ade9a55e85c284c46a25a86