Paper Citation Record · LEDGER

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare

As of 22 August 2026, this Paper Citation Record lists 53 of 53 outbound references and 0 inbound Pith citation observations for arXiv:2504.17360.

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

pith.paper-citation-record.v1
2504.17360 v1

Coverage vector

measured 53 of 53 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-16T10:45:16.318173Z

measured 53 of 53 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

53 of 53 outbound references displayed

verified exact1
verified fuzzy5
unresolved46
parse uncertain0
malformed identifier0
metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation eb8db184-fc44-43d5-9f20-01a75bab02e2 · outbound

This paper cites Evolutionary Optimization of Model Merging Recipes.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Evolutionary Optimization of Model Merging Recipes

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.141532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29992b94-b889-49f2-ae3a-520203f25883 · outbound

This paper cites PaLM 2 Technical Report.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare PaLM 2 Technical Report

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.145890Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b1a54275-7f12-417e-ad7f-a088de456add · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.149718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a2a68a4-3254-4d57-b697-cd2c7364734b · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.153152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8e2dd3c6-ec6e-4faf-a64b-cbcc07e16bc3 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.950375Z

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.

Observation 89023a3a-8914-4b85-9cf2-150151fd2bb1 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.939392Z

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.

Observation 9ac5e46b-ea9d-4b0b-a28c-710cd0d23239 · outbound

This paper cites Quantifying Memorization Across Neural Language Models.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Quantifying Memorization Across Neural Language Models

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.163243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ade126d7-9690-41c5-b341-b5f22d912c3c · outbound

This paper cites Brown, Dawn Xiaodong Song, \'U lfar Erlingsson, Alina Oprea, and Colin Raffel.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Brown, Dawn Xiaodong Song, \'U lfar Erlingsson, Alina Oprea, and Colin Raffel

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.166814Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 729b3b3b-6778-4be2-8d25-e3b666059446 · outbound

This paper cites MEDITRON-70B: Scaling Medical Pretraining for Large Language Models.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare MEDITRON-70B: Scaling Medical Pretraining for Large Language Models

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.170218Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fce0ff4f-e365-476d-9541-4b155c44fc0d · outbound

This paper cites Med42-v2: A Suite of Clinical LLMs.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Med42-v2: A Suite of Clinical LLMs

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.173481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 783c75ee-c393-4908-a2b9-5ebb1675ae8d · outbound

This paper cites Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Model Breadcrumbs: Scaling Multi-Task Model Merging with Sparse Masks

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.177146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef338885-46f0-492c-a1ef-8e33a23739b2 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 12

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.922133Z

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.

Observation 0aae65b5-f3fe-42d7-87c3-8bc4fc579218 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.912299Z

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.

Observation 1a41cbea-f1a2-4f59-ad50-02e05d4b91ab · outbound

This paper cites Arcee's MergeKit: A Toolkit for Merging Large Language Models.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Arcee's MergeKit: A Toolkit for Merging Large Language Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.187811Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ea279e7e-9c5b-4a9e-bdb3-500c8f66cde6 · outbound

This paper cites TabLLM: Few-shot Classification of Tabular Data with Large Language Models.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare TabLLM: Few-shot Classification of Tabular Data with Large Language Models

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.190902Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8941c74e-d206-40f8-a2b9-5e0ccf4eda0b · outbound

This paper cites Wang, Chenhui Zhang, Zhangheng Li, Bo Li, and Zhangyang Wang.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Wang, Chenhui Zhang, Zhangheng Li, Bo Li, and Zhangyang Wang

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:45:16.902335Z

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.

Observation 2d33533c-551e-4f17-b4f4-1025e0efaa05 · outbound

This paper cites Yu, and Xuyun Zhang.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Yu, and Xuyun Zhang

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.197591Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c76c56d7-bbb2-40bc-89bf-9ce225450f70 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.200918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bcb2f17d-b356-4b77-9aa5-65a13cf2af9c · outbound

This paper cites Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Spherical Linear Interpolation and Text-Anchoring for Zero-shot Composed Image Retrieval

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.203939Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ea071c8-8843-4bc9-8db1-5cae624f5351 · outbound

This paper cites Mistral 7B.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Mistral 7B

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.208462Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c91f5200-8150-40b8-a097-0edcab6cf5da · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.211573Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca991709-6b2c-4c0d-80aa-2df90f4be790 · outbound

This paper cites Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista Bonawit, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Kallista Bonawit, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:45:16.885590Z

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.

Observation e1147332-5f42-4a65-8543-428e5956f48d · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.875316Z

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.

Observation 93a56d99-4a67-49a9-8524-f07134f7e44d · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 24

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.864977Z

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.

Observation 73a81be8-4fee-4348-9e3a-18893aec0800 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.223505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9559ca0a-0d5b-4ca6-ac16-db3830e318b0 · outbound

This paper cites Hashimoto.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Hashimoto

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:45:16.848260Z

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.

Observation eff9a186-2367-4c01-bb2c-384d76bf579e · outbound

This paper cites Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval

Reference 27

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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.

Observation e27d7557-06e4-4633-906e-a3ad9fda176a · outbound

This paper cites Moreno, and Lynda Tamine.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Moreno, and Lynda Tamine

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:45:16.836777Z

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.

Observation 81006e69-fb9e-4fb2-8117-729157b64d03 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.237874Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation debb0fa4-b809-4d15-8c6f-d7437691f08b · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.241016Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be59f351-a4e1-4489-b781-b34ea5e48c9c · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 31

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.814592Z

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.

Observation 20a99920-8040-4890-ac80-093d2c0ac05f · outbound

This paper cites Privacy Issues in Large Language Models: A Survey.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Privacy Issues in Large Language Models: A Survey

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.247676Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4f289d47-5582-4f0c-ad69-b90781f4979e · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.250945Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0afd14d8-8386-46e7-acfa-53617e96f61a · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 34

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.796911Z

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.

Observation f0fe692a-1917-4012-88ec-079f4667663d · outbound

This paper cites Inan, Amir Houmansadr, and Robert Sim.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Inan, Amir Houmansadr, and Robert Sim

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T10:45:16.787701Z

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.

Observation d8ef3b87-9686-4332-851a-6ef6e7f2fc3c · outbound

This paper cites Towards Expert-Level Medical Question Answering with Large Language Models.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Towards Expert-Level Medical Question Answering with Large Language Models

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.260051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58286654-72e7-46c6-87da-829003f3115a · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.776430Z

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.

Observation 3f2c0815-d377-4e52-8d3e-6fb87b13ea49 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.764751Z

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.

Observation 7d12d11d-ef26-49b3-892f-f1478b9f9c1e · outbound

This paper cites DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare DART-Math: Difficulty-Aware Rejection Tuning for Mathematical Problem-Solving

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.270014Z

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Observation e5645a05-1c8b-4cf7-830a-2526ab3d4113 · outbound

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PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare LLaMA: Open and Efficient Foundation Language Models

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Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.273505Z

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Observation fe6026c4-2af5-4c12-a6cf-0eefbec49782 · outbound

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PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Skywork: A More Open Bilingual Foundation Model

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.277511Z

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Unavailable: canonical work link unavailable.

Observation d6ad3ecf-139b-40d0-9d57-59f66378ad58 · outbound

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PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare BLOOM: A 176B-Parameter Open-Access Multilingual Language Model

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Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.280958Z

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Observation 3329830f-25a5-4dc8-8623-e506a2459e53 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 43

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Unavailable: canonical work link unavailable.

Observation ea251b1d-518c-49ff-8b8f-f7344c7e458c · outbound

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PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Parameter-Efficient Fine-Tuning Methods for Pretrained Language Models: A Critical Review and Assessment

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.288011Z

Source-reported events for the cited work

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Observation c6cc2790-005e-42ab-a72e-447b08838d02 · outbound

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

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare On Protecting the Data Privacy of Large Language Models (LLMs): A Survey

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.291106Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6b010347-213a-403f-96a5-f41c5559357e · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.294387Z

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Unavailable: canonical work link unavailable.

Observation 6605308c-c1b9-46b3-971e-31416c2c0779 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.298609Z

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Unavailable: canonical work link unavailable.

Observation 16081577-3a9f-471b-882d-6ffb39557a0e · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 48

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Source-reported events for the cited work

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Observation d3b69317-704c-4b15-8c30-9a298afd9957 · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 49

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.748184Z

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.

Observation a24f15db-c7dd-4a67-96f8-ff67ec9ce8dc · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.307358Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 08294124-b0b6-41ac-8adb-e2f0c07fff6d · outbound

This paper cites an unresolved cited work.

PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare Unresolved cited work

Reference 51

Resolution: unresolved; raw_fallback, observed 2026-08-16T10:45:16.735127Z

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.

Observation bd102bc8-910f-4133-8ab6-36358179a624 · outbound

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PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare online" 'onlinestring :=

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.313762Z

Source-reported events for the cited work

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Observation 2c1f107d-c159-48fa-bc35-d76b23084e33 · outbound

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PatientDx: Merging Large Language Models for Protecting Data-Privacy in Healthcare write newline

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-16T10:45:16.318173Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.