Paper Citation Record · LEDGER

Multimodal Medical Code Tokenizer

As of 9 August 2026, this Paper Citation Record lists 77 of 77 outbound references and 3 inbound Pith citation observations for arXiv:2502.04397.

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

pith.paper-citation-record.v1
2502.04397 v3

Coverage vector

measured 77 of 77 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T00:42:57.260981Z

measured 80 of 80 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:55:37.363484Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T07:26:59.669804Z

Reference resolution

77 of 77 outbound references displayed

verified exact6
verified fuzzy21
unresolved50
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 9c7001f2-7f2e-43b3-94d1-7c5471900131 · outbound

This paper cites write newline.

Multimodal Medical Code Tokenizer write newline

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.911076Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dc8db966-b688-4d8c-82b4-cdffaee7983e · outbound

This paper cites Cosmos World Foundation Model Platform for Physical AI.

Multimodal Medical Code Tokenizer Cosmos World Foundation Model Platform for Physical AI

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.918869Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fde9f60e-50db-42bd-bc9a-0b8f8a00acf2 · outbound

This paper cites F., Mullin, R.

Multimodal Medical Code Tokenizer F., Mullin, R

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.537973Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3d1b2d55-e44f-4080-9d8a-81bdb4d79a59 · outbound

This paper cites vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations.

Multimodal Medical Code Tokenizer vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.928928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f2bb13f6-6f15-4af9-9666-0b2649bb1df5 · outbound

This paper cites H., Carbon, S., et al.

Multimodal Medical Code Tokenizer H., Carbon, S., et al

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.934040Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0290dadf-2fb2-4f53-8005-25fc7dfc3c9f · outbound

This paper cites The unified medical language system (umls): integrating biomedical terminology.

Multimodal Medical Code Tokenizer The unified medical language system (umls): integrating biomedical terminology

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.938968Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a0d6de7-5dbf-4697-9a38-8fb133f749d3 · outbound

This paper cites H., Yin, G., Bae, K., and Yu, L.

Multimodal Medical Code Tokenizer H., Yin, G., Bae, K., and Yu, L

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.523334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1399b7cd-ae36-4779-817c-0025b1545075 · outbound

This paper cites Building a knowledge graph to enable precision medicine.

Multimodal Medical Code Tokenizer Building a knowledge graph to enable precision medicine

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.508130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9b57b24b-30f8-4acc-8cdf-0d811596e41d · outbound

This paper cites Don't Look Twice: Faster Video Transformers with Run-Length Tokenization.

Multimodal Medical Code Tokenizer Don't Look Twice: Faster Video Transformers with Run-Length Tokenization

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.954214Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1c7f2ac2-4296-49c8-bc23-87b29a385213 · outbound

This paper cites BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

Multimodal Medical Code Tokenizer BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.959279Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 088f94ba-e358-4e02-8e4f-6cacb7566755 · outbound

This paper cites an unresolved cited work.

Multimodal Medical Code Tokenizer Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:42:59.492948Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 98911d6f-b07c-4976-a3bd-dda36fb7b8fd · outbound

This paper cites Cpt codes: what are they, why are they necessary, and how are they developed?, 2013.

Multimodal Medical Code Tokenizer Cpt codes: what are they, why are they necessary, and how are they developed?, 2013

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.476400Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f59e42c7-0f71-48be-9ec1-0252ca6dbde3 · outbound

This paper cites On the Role of Discrete Tokenization in Visual Representation Learning.

Multimodal Medical Code Tokenizer On the Role of Discrete Tokenization in Visual Representation Learning

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.972999Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3dc43d8f-c95a-4dec-80ba-58009022a6f9 · outbound

This paper cites The Llama 3 Herd of Models.

Multimodal Medical Code Tokenizer The Llama 3 Herd of Models

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.977611Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a5b04cc8-bd68-498a-8bb1-9ff677db39c8 · outbound

This paper cites M., Daley, J., Hughes, J., Fisher, E.

Multimodal Medical Code Tokenizer M., Daley, J., Hughes, J., Fisher, E

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.461543Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a74c4e54-ccae-40fc-892d-7806a1f52373 · outbound

This paper cites Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models.

Multimodal Medical Code Tokenizer Fragment and Geometry Aware Tokenization of Molecules for Structure-Based Drug Design Using Language Models

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:56.986538Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ac8ef02-65d3-41bd-a784-e6a77c3786d6 · outbound

This paper cites W., Xu, J., and Bodenreider, O.

Multimodal Medical Code Tokenizer W., Xu, J., and Bodenreider, O

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.447073Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e0049634-6e17-41a3-8ee0-02079b25ec72 · outbound

This paper cites A., Navar, A.

Multimodal Medical Code Tokenizer A., Navar, A

Reference 18

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:42:59.007867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 16f5e68f-bdfe-47b8-bcbb-07914f79b79a · outbound

This paper cites an unresolved cited work.

Multimodal Medical Code Tokenizer Unresolved cited work

Reference 19

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:42:59.431985Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation f10fc283-f080-4eec-afe7-412e4b75d9c1 · outbound

This paper cites C., Ver Steeg, G., and Galstyan, A.

Multimodal Medical Code Tokenizer C., Ver Steeg, G., and Galstyan, A

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.417478Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 430f62a3-5c00-4be0-9164-9af397816336 · outbound

This paper cites Measuring massive multitask language understanding.

Multimodal Medical Code Tokenizer Measuring massive multitask language understanding

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.008844Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6ef9611-7ad9-452e-b64d-5f6f2a860260 · outbound

This paper cites A., Zhang, X., Zappia, L., Knoll, R., Lang, N.

Multimodal Medical Code Tokenizer A., Zhang, X., Zappia, L., Knoll, R., Lang, N

Reference 22

Resolution: verified exact; doi, observed 2026-08-09T00:42:57.771208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fd58e75d-8ef4-47f7-b224-9c57f2638749 · outbound

This paper cites Qwen2.5-Coder Technical Report.

Multimodal Medical Code Tokenizer Qwen2.5-Coder Technical Report

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.017977Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf059547-f7aa-4249-9a6a-4d48f4adb8aa · outbound

This paper cites an unresolved cited work.

Multimodal Medical Code Tokenizer Unresolved cited work

Reference 24

Resolution: verified exact; doi, observed 2026-08-09T00:42:57.756304Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation fa95c556-4437-4d88-a88a-723567dbd81b · outbound

This paper cites Y., Liu, X.

Multimodal Medical Code Tokenizer Y., Liu, X

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.392426Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 20cf7420-d2c2-4e81-9da1-9c8cbfae6cd6 · outbound

This paper cites GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs.

Multimodal Medical Code Tokenizer GraphCare: Enhancing Healthcare Predictions with Personalized Knowledge Graphs

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.031920Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbdae029-8b4a-49b4-9f56-55bdfe8cbcb5 · outbound

This paper cites MIMIC-III Clinical Database (version 1.4), 2016.

Multimodal Medical Code Tokenizer MIMIC-III Clinical Database (version 1.4), 2016

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.036485Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e347f43d-6ff8-4b74-81f9-29d603317ffd · outbound

This paper cites A., and Mark, R.

Multimodal Medical Code Tokenizer A., and Mark, R

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.041086Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f34e7583-8247-47c3-a9f0-a7ce6bfe4b43 · outbound

This paper cites Digital twins for health: a scoping review.

Multimodal Medical Code Tokenizer Digital twins for health: a scoping review

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.045601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 11abf6d5-fa73-4594-be22-4aaec12b4692 · outbound

This paper cites A., Deng, A., Balston, A., Ross, J., Idowu, E., Teo, J.

Multimodal Medical Code Tokenizer A., Deng, A., Balston, A., Ross, J., Idowu, E., Teo, J

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.050008Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f7079958-35ea-44f2-b3ca-14447956ec09 · outbound

This paper cites SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing.

Multimodal Medical Code Tokenizer SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.054419Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62f6b310-dc33-4bcb-aaa3-d89e4a976980 · outbound

This paper cites an unresolved cited work.

Multimodal Medical Code Tokenizer Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.059392Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d004f9d-4127-4926-b182-b439348df76c · outbound

This paper cites and Britt, H.

Multimodal Medical Code Tokenizer and Britt, H

Reference 33

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.366153Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 25b68cf8-4ae4-493d-b0e2-d25a74bd36db · outbound

This paper cites M., and Vulić, I.

Multimodal Medical Code Tokenizer M., and Vulić, I

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.068199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d9adeb-8a82-423e-b4a7-fc6e42a73698 · outbound

This paper cites J., Zeng, K., Kilbourne, J., Powell, T., and Moore, R.

Multimodal Medical Code Tokenizer J., Zeng, K., Kilbourne, J., Powell, T., and Moore, R

Reference 35

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.351402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bfa3028d-dead-44ad-9569-431bafede545 · outbound

This paper cites Afrimed-qa: A pan-african, multi-specialty, medical question-answering benchmark dataset.

Multimodal Medical Code Tokenizer Afrimed-qa: A pan-african, multi-specialty, medical question-answering benchmark dataset

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.077129Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d11cc69-5772-48db-815e-f96d030f31d0 · outbound

This paper cites an unresolved cited work.

Multimodal Medical Code Tokenizer Unresolved cited work

Reference 37

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:42:59.335018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6cd154bd-ad11-428c-be2c-6bb6803370b8 · outbound

This paper cites an unresolved cited work.

Multimodal Medical Code Tokenizer Unresolved cited work

Reference 38

Resolution: unresolved; raw_fallback, observed 2026-08-09T00:42:59.320160Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 371f787d-86d8-4f62-b4b6-f46f36f4855e · outbound

This paper cites K., and Sankarasubbu, M.

Multimodal Medical Code Tokenizer K., and Sankarasubbu, M

Reference 39

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.305976Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation eb6d71ea-bee9-4f35-9422-9f6044d4438e · outbound

This paper cites What is ndc? Pension reform: Issues and prospects for non-financial defined contribution (NDC) schemes, pp.\ 17--34, 2006.

Multimodal Medical Code Tokenizer What is ndc? Pension reform: Issues and prospects for non-financial defined contribution (NDC) schemes, pp.\ 17--34, 2006

Reference 40

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.290452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 164f3290-2e23-4dbc-a8ef-901b5d79a03c · outbound

This paper cites Let Your Graph Do the Talking: Encoding Structured Data for LLMs.

Multimodal Medical Code Tokenizer Let Your Graph Do the Talking: Encoding Structured Data for LLMs

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.098416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a97a581d-8821-4373-94e4-57bb2c62cee5 · outbound

This paper cites and Beheshti, R.

Multimodal Medical Code Tokenizer and Beheshti, R

Reference 42

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.274933Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 68266149-a31b-4fca-8003-04989623e289 · outbound

This paper cites Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA.

Multimodal Medical Code Tokenizer Model Decides How to Tokenize: Adaptive DNA Sequence Tokenization with MxDNA

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.108037Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 64b8d2c7-f192-4053-9a79-82d20e5d34a6 · outbound

This paper cites Towards building multilingual language model for medicine.

Multimodal Medical Code Tokenizer Towards building multilingual language model for medicine

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.112710Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d12143ba-0a32-42a9-a00a-e6f1a22c4ae1 · outbound

This paper cites TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation.

Multimodal Medical Code Tokenizer TokenFlow: Unified Image Tokenizer for Multimodal Understanding and Generation

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.117020Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99ae5e02-dc9e-47e2-983a-78d554e35a43 · outbound

This paper cites Recommender systems with generative retrieval.

Multimodal Medical Code Tokenizer Recommender systems with generative retrieval

Reference 46

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.249161Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 4ba1dcca-a83b-41ae-ab79-69a2c5200dce · outbound

This paper cites E., Was, J., Li, Q., Bates, D.

Multimodal Medical Code Tokenizer E., Was, J., Li, Q., Bates, D

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.125762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a8e0d0a-ca14-4e65-bf7e-573d1e497891 · outbound

This paper cites Neural Machine Translation of Rare Words with Subword Units.

Multimodal Medical Code Tokenizer Neural Machine Translation of Rare Words with Subword Units

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.130162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 58fb8bc8-c3b3-4fe0-9e7e-3804b96c5ab0 · outbound

This paper cites S., Wei, J., Chung, H.

Multimodal Medical Code Tokenizer S., Wei, J., Chung, H

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.134792Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e22adfa6-2bad-4774-b25d-781b6503f2fc · outbound

This paper cites R., Cole-Lewis, H., et al.

Multimodal Medical Code Tokenizer R., Cole-Lewis, H., et al

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.139509Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c621811c-3d88-4786-866b-2f063db37e0a · outbound

This paper cites Fast WordPiece Tokenization.

Multimodal Medical Code Tokenizer Fast WordPiece Tokenization

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.143716Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8199284-1cb5-4d0c-8cbb-b97efc4121f7 · outbound

This paper cites KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA.

Multimodal Medical Code Tokenizer KGARevion: An AI Agent for Knowledge-Intensive Biomedical QA

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.148179Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88b6aafd-6bb7-406a-902e-5a7ac41ad55d · outbound

This paper cites Learning to tokenize for generative retrieval.

Multimodal Medical Code Tokenizer Learning to tokenize for generative retrieval

Reference 53

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.205367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d0a0d180-75fc-4cb3-9217-4df4cb9d79b8 · outbound

This paper cites T., Shahgir, H.

Multimodal Medical Code Tokenizer T., Shahgir, H

Reference 54

Resolution: verified exact; doi, observed 2026-08-09T00:42:57.406904Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 3f9beb92-a8fe-47c3-85f3-94a2e06f11cd · outbound

This paper cites Towards generalist biomedical ai.

Multimodal Medical Code Tokenizer Towards generalist biomedical ai

Reference 55

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.191016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation da2d1b8b-2d7b-44c1-aabd-e3a0039fd456 · outbound

This paper cites Neural discrete representation learning.

Multimodal Medical Code Tokenizer Neural discrete representation learning

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.166163Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8accaba3-e201-42fc-9476-0b39f98d4ccf · outbound

This paper cites An Information Criterion for Controlled Disentanglement of Multimodal Data.

Multimodal Medical Code Tokenizer An Information Criterion for Controlled Disentanglement of Multimodal Data

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.170581Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd1a9440-7754-4e71-b165-84e7f30fa935 · outbound

This paper cites Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization.

Multimodal Medical Code Tokenizer Tokenization Matters! Degrading Large Language Models through Challenging Their Tokenization

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.175237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 23033bf4-8db9-4b69-9bac-c2b4657bc1c0 · outbound

This paper cites Learning Graph Quantized Tokenizers.

Multimodal Medical Code Tokenizer Learning Graph Quantized Tokenizers

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.179904Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0e5009b5-8a48-4234-863e-fa55b66a779d · outbound

This paper cites Learnable item tokenization for generative recommendation.

Multimodal Medical Code Tokenizer Learnable item tokenization for generative recommendation

Reference 60

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.166397Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bbed48ef-624a-412c-9405-a4a28c385493 · outbound

This paper cites S., Feunang, Y.

Multimodal Medical Code Tokenizer S., Feunang, Y

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.188928Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e22bcd99-2bb9-4dcb-9795-a4c838c46493 · outbound

This paper cites A., and Shah, N.

Multimodal Medical Code Tokenizer A., and Shah, N

Reference 62

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.151542Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 1234571f-e7dc-4cbc-bc22-0d2829f42d95 · outbound

This paper cites D., Ho, J., and Yang, C.

Multimodal Medical Code Tokenizer D., Ho, J., and Yang, C

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.197838Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2eb57302-01a2-42c4-b92b-61d5aee5381d · outbound

This paper cites VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs.

Multimodal Medical Code Tokenizer VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.202253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0353e656-cd4c-439a-b4b8-3d4265e8ad24 · outbound

This paper cites VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs.

Multimodal Medical Code Tokenizer VQGraph: Rethinking Graph Representation Space for Bridging GNNs and MLPs

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.206860Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5aba14e9-5637-4b9f-88bd-a3eafa29ebbb · outbound

This paper cites Vqgraph: Rethinking graph representation space for bridging gnns and mlps.

Multimodal Medical Code Tokenizer Vqgraph: Rethinking graph representation space for bridging gnns and mlps

Reference 66

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.136727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 61d14679-dbf5-469c-aaec-88c936d3ff27 · outbound

This paper cites Transformehr: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records.

Multimodal Medical Code Tokenizer Transformehr: transformer-based encoder-decoder generative model to enhance prediction of disease outcomes using electronic health records

Reference 67

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.121826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 15a4dbfe-fbbe-4715-bd8d-173d856c15c9 · outbound

This paper cites Vector-quantized Image Modeling with Improved VQGAN.

Multimodal Medical Code Tokenizer Vector-quantized Image Modeling with Improved VQGAN

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.220117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fcf21842-fc1b-42c9-867d-f01005b7fa56 · outbound

This paper cites Vector-quantized Image Modeling with Improved VQGAN.

Multimodal Medical Code Tokenizer Vector-quantized Image Modeling with Improved VQGAN

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.224756Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44081a96-9d74-4c0d-ae7f-acae56625a3f · outbound

This paper cites Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation.

Multimodal Medical Code Tokenizer Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.229064Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 808087ea-b86d-4e8f-9ec6-04636a02a8c2 · outbound

This paper cites Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation.

Multimodal Medical Code Tokenizer Language Model Beats Diffusion -- Tokenizer is Key to Visual Generation

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.233897Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fa75d3d7-0a6b-46a6-be2b-225967d69559 · outbound

This paper cites Predict and interpret health risk using ehr through typical patients.

Multimodal Medical Code Tokenizer Predict and interpret health risk using ehr through typical patients

Reference 72

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:42:58.294402Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 7275bfa4-d134-4404-b8a1-78cb581ae432 · outbound

This paper cites Soundstream: An end-to-end neural audio codec.

Multimodal Medical Code Tokenizer Soundstream: An end-to-end neural audio codec

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.243132Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0d66c76c-b80a-4704-9620-331ddc35365a · outbound

This paper cites Language-Guided Image Tokenization for Generation.

Multimodal Medical Code Tokenizer Language-Guided Image Tokenization for Generation

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.247608Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6ec20456-cd0a-422a-99d2-1c377ce62682 · outbound

This paper cites Regularized vector quantization for tokenized image synthesis.

Multimodal Medical Code Tokenizer Regularized vector quantization for tokenized image synthesis

Reference 75

Resolution: verified fuzzy; raw_fallback, observed 2026-08-09T00:42:59.096373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation abff8c8b-826a-47e1-9e51-5ec500de9e64 · outbound

This paper cites iBOT: Image BERT Pre-Training with Online Tokenizer.

Multimodal Medical Code Tokenizer iBOT: Image BERT Pre-Training with Online Tokenizer

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-09T00:42:57.256466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f562713-1286-42c0-b601-b8e59b77beed · outbound

This paper cites Emerge: Enhancing multimodal electronic health records predictive modeling with retrieval-augmented generation.

Multimodal Medical Code Tokenizer Emerge: Enhancing multimodal electronic health records predictive modeling with retrieval-augmented generation

Reference 77

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-09T00:42:58.039813Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Pith citing papers

Observation 1bae6353-e0c8-42d5-8c26-9cc70f49df49 · inbound

FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records cites this paper.

FoMoH: A clinically meaningful foundation model evaluation for structured electronic health records Multimodal Medical Code Tokenizer

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-07T14:55:37.363484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06124faf-e2c2-425e-ba47-3c3c0a3a3e17 · inbound

The Latent Space Hypothesis: Toward Universal Medical Representation Learning cites this paper.

The Latent Space Hypothesis: Toward Universal Medical Representation Learning Multimodal Medical Code Tokenizer

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-07T10:44:14.826684Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5c80283-480f-4e6d-8305-b352786e6f1d · inbound

Representation Before Training: A Fixed-Budget Benchmark for Generative Medical Event Models cites this paper.

Representation Before Training: A Fixed-Budget Benchmark for Generative Medical Event Models Multimodal Medical Code Tokenizer

Reference 37

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:26:59.671058Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.