Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-07-03T13:41:14.958420Z
Paper Citation Record · LEDGER
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support
As of 19 August 2026, this Paper Citation Record lists 82 of 82 outbound references and 0 inbound Pith citation observations for arXiv:2607.01814.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
82 of 82 outbound references displayed
- verified exact14
- verified fuzzy50
- unresolved17
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 65db710d-5b70-4681-bb51-171b998db08e · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 1
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.812539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c69167aa-1c62-4d30-9c3a-e6db2f087b3f · outbound
This paper cites The dataset will be made publicly available and maintained.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support The dataset will be made publicly available and maintained
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.811128Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a6b6b5d1-414b-4b26-853d-8042184a4529 · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 3
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.817906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b350d979-c6ca-4585-8061-bbd6e7759b20 · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 4
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.866153Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8efacd1e-c3fd-4aec-aafa-ae00da40f44f · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 5
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.819682Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b146faa7-b0cc-4e76-8af9-e3b9aa9af01f · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 6
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.830698Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 844a2475-945c-4c85-a0e9-9a5d89910ce9 · outbound
This paper cites Diagnosis:.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Diagnosis:
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.821171Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 950c1dab-1fb8-48c6-b6d2-4839f847b74e · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 8
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.862078Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 67a3af1e-6ad1-475e-8790-f726b2c7fbbe · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 9
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.836933Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a6e33e21-1cd9-4af7-9226-868b22700d76 · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 10
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.809493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 25d239a8-2012-44fa-8362-11f98fd176b4 · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 11
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.854199Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bf714cc9-0ba8-432f-89f6-68e73c5555d6 · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 12
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.778323Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 23392ee2-7aa4-4124-a70f-7f0e58e09bc7 · outbound
This paper cites 2 : The detailed prompt template used in MMIR- TCM.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support 2 : The detailed prompt template used in MMIR- TCM
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.828231Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation db845fc7-7286-4a13-8f0f-8f57437b99ba · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 14
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.804331Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ade9a63c-3caa-489e-a4fe-ce488e7ef669 · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 15
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.771473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1f878a0d-7dec-42e7-898d-99a25ff92c37 · outbound
This paper cites Input images are resized to 768× 768 pixels.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Input images are resized to 768× 768 pixels
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.859020Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 931366ac-73ca-43ab-b2cd-2b1dfe3a3110 · outbound
This paper cites The case bank is built from 124,593 anonymized patient records collected from four major TCM hospitals.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support The case bank is built from 124,593 anonymized patient records collected from four major TCM hospitals
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.893971Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 967bc1c0-a987-4c69-adf4-5e326b10d661 · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 18
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.782229Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2da108d7-585c-48aa-b210-d5a935afbbf0 · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 19
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.793137Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3c5cf016-add0-4245-a344-5ff274423365 · outbound
This paper cites This indexing strategy ensures both retrieval accuracy and computational efficiency, critical for real-time clinical decision support applications.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support This indexing strategy ensures both retrieval accuracy and computational efficiency, critical for real-time clinical decision support applications
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.870321Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 71ebe954-bbff-4d45-9610-98416742b0e5 · outbound
This paper cites The retrieval module then identifies the k most clinically relevant cases using cosine similarity: R = Retrieve(q, k) = {C1, C2,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support The retrieval module then identifies the k most clinically relevant cases using cosine similarity: R = Retrieve(q, k) = {C1, C2,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.840802Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6bb9b9d9-1c02-49ac-96d2-2dd05f9397e6 · outbound
This paper cites Following the prompt shown in Fig.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Following the prompt shown in Fig
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.889790Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 54731359-07a2-4706-a675-ee0ce5d4995a · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 23
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.833623Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5b9f2684-16ba-4841-9cbf-80a4ff7bfa13 · outbound
This paper cites Each token follows the format PREFIX_V ALUE (e.g., COLOR_red, THICK_thin).
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Each token follows the format PREFIX_V ALUE (e.g., COLOR_red, THICK_thin)
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.835283Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2a072864-e63a-4d86-8076-8bd09407f0bb · outbound
This paper cites Through consultation with senior TCM practitioners, we let wTONGUE=2.0, wCOAT=1.5, wLOCATION=1.0, and wOTHER=0.5.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Through consultation with senior TCM practitioners, we let wTONGUE=2.0, wCOAT=1.5, wLOCATION=1.0, and wOTHER=0.5
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.847544Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 920625a0-55a0-4020-9199-ba45e6e4d993 · outbound
This paper cites 4, was structured around a primary institution leading data standardization, complemented by three partner hospitals contributing di- verse clinical cases.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support 4, was structured around a primary institution leading data standardization, complemented by three partner hospitals contributing di- verse clinical cases
Reference 26
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.857444Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7d075355-29c2-4b94-9a40-29f94d2ea7d1 · outbound
This paper cites few-annotation.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support few-annotation
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.880260Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6a6e8470-5104-4054-b32c-8b866d7e3e2e · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 28
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.868209Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9a638a39-f200-40f8-82ce-3eb1f9300daf · outbound
This paper cites LoRA adapters are inserted into the linear layers of both the self-attention modules ( q, k, v, o) and the feed-forward modules (gate, up, down).
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support LoRA adapters are inserted into the linear layers of both the self-attention modules ( q, k, v, o) and the feed-forward modules (gate, up, down)
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.855853Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 62c3c539-b414-4e18-8820-64731284f2c7 · outbound
This paper cites We systematically re- moved specific modules from the full model and evaluated the performance degradation.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support We systematically re- moved specific modules from the full model and evaluated the performance degradation
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.877047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 54529e2a-b728-4982-8b49-dc499defe330 · outbound
This paper cites Outputs were scored from 1 to 5 on five dimensions: Acc_SN, Acc_Diag, Validity, Safety, and Rationality.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Outputs were scored from 1 to 5 on five dimensions: Acc_SN, Acc_Diag, Validity, Safety, and Rationality
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.873774Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 184e56e0-dc4a-4d9e-a6c6-97fa53c0259e · outbound
This paper cites hallucinations.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support hallucinations
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.883601Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8b642c7e-193b-4067-8d52-c42273db04f2 · outbound
This paper cites Vision-language foundation models for medical imaging: a review of current practices and innovations,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Vision-language foundation models for medical imaging: a review of current practices and innovations,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.896099Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation eeae8f2e-5a77-4ff5-873f-5ff061d52235 · outbound
This paper cites Tongue diagnosis indices for gas- troesophageal reflux disease: a cross-sectional, case-controlled observational study,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Tongue diagnosis indices for gas- troesophageal reflux disease: a cross-sectional, case-controlled observational study,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.872042Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ae6ae5a5-95fc-4ac7-b826-571c5596ba9a · outbound
This paper cites Objective evaluation of tongue diagnosis ability using a tongue diagnosis e-learning/e-assessment system based on a standardized tongue image database,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Objective evaluation of tongue diagnosis ability using a tongue diagnosis e-learning/e-assessment system based on a standardized tongue image database,
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.882082Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7a6482ce-4298-4103-a940-4225b649cb9b · outbound
This paper cites A systematic literature review and classification of knowledge discovery in traditional medicine,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support A systematic literature review and classification of knowledge discovery in traditional medicine,
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.864395Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 505c6983-4493-4435-b12a-d3de61e37dc6 · outbound
This paper cites A survey of artificial intelligence in tongue image for disease diagnosis and syndrome differentiation,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support A survey of artificial intelligence in tongue image for disease diagnosis and syndrome differentiation,
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.891918Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 17fcf7ec-6326-4d91-b2f6-8fc2dbe048d3 · outbound
This paper cites Pregenerator: Tcm prescription recommendation model based on retrieval and generation method,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Pregenerator: Tcm prescription recommendation model based on retrieval and generation method,
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.838513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 19264872-3812-477b-8385-25094bfd8be1 · outbound
This paper cites Large language models in traditional chinese medicine: A short survey and outlook,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Large language models in traditional chinese medicine: A short survey and outlook,
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.822956Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8fa4f6b3-ede6-4e9d-8b3f-cfae5b91a40d · outbound
This paper cites Clinicalrag: enhancing clinical decision support through heterogeneous knowledge retrieval,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Clinicalrag: enhancing clinical decision support through heterogeneous knowledge retrieval,
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.801683Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a5db42e9-6e05-4dc5-9c60-3dbae9e95ec4 · outbound
This paper cites Tcmchat: A generative large language model for traditional chinese medicine,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Tcmchat: A generative large language model for traditional chinese medicine,
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.799418Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 10c50992-1f9c-4324-8bd4-cf47a3b11d42 · outbound
This paper cites TCMBench: A Comprehensive Benchmark for Evaluating Large Language Models in Traditional Chinese Medicine.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support TCMBench: A Comprehensive Benchmark for Evaluating Large Language Models in Traditional Chinese Medicine
Reference 42
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:48:20.567456Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7e63e6dc-4675-42b4-a602-bebb183798f3 · outbound
This paper cites TCMD: A Traditional Chinese Medicine QA Dataset for Evaluating Large Language Models.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support TCMD: A Traditional Chinese Medicine QA Dataset for Evaluating Large Language Models
Reference 43
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:48:20.561945Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a91bab50-0a85-4186-b47e-6b1df809936d · outbound
This paper cites Biancang: a tradi- tional chinese medicine large language model,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Biancang: a tradi- tional chinese medicine large language model,
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.826495Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 25eeb2c2-2891-4d2c-be27-b65388aa67c1 · outbound
This paper cites Tcm-ftp: fine-tuning large language models for herbal prescription prediction,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Tcm-ftp: fine-tuning large language models for herbal prescription prediction,
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.851122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 41ed0d8f-9ce0-46d5-81b8-30ee7af40bd0 · outbound
This paper cites Tcm-kllama: Intelligent generation model for traditional chinese medicine prescriptions based on knowledge graph and large language model,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Tcm-kllama: Intelligent generation model for traditional chinese medicine prescriptions based on knowledge graph and large language model,
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.789814Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5b8107b7-275d-495e-86eb-7aae4ce6359b · outbound
This paper cites Tonguenet: accurate localization and segmentation for tongue images using deep neural net- works,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Tonguenet: accurate localization and segmentation for tongue images using deep neural net- works,
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.776493Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 03bc59ed-6f00-49fc-a2b9-5585c0ef0621 · outbound
This paper cites Cross-modal attention model integrating tongue images and descriptions: a novel intelligent tcm approach for pathological organ diagnosis,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Cross-modal attention model integrating tongue images and descriptions: a novel intelligent tcm approach for pathological organ diagnosis,
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.787974Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bdc7c796-2fcb-44f5-be14-3c07c09d83fb · outbound
This paper cites TCM-Tongue: A Standardized Tongue Image Dataset with Pathological Annotations for AI-Assisted TCM Diagnosis.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support TCM-Tongue: A Standardized Tongue Image Dataset with Pathological Annotations for AI-Assisted TCM Diagnosis
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:48:20.543400Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6ca6cd3c-c6dc-4b68-8b24-58f670b99cac · outbound
This paper cites Tcmeval-sdt: a benchmark dataset for syndrome differentiation thought of traditional chinese medicine,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Tcmeval-sdt: a benchmark dataset for syndrome differentiation thought of traditional chinese medicine,
Reference 50
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.786140Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 684cd8b4-20df-4b03-b08e-20285ea8d3cf · outbound
This paper cites Automatic tongue image quality assessment using a multi-task deep learning model,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Automatic tongue image quality assessment using a multi-task deep learning model,
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.784282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d4ca853b-84bd-4a46-b01c-695d3228c84e · outbound
This paper cites Tongue crack recognition using segmentation based deep learning,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Tongue crack recognition using segmentation based deep learning,
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.849343Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 895937fe-fc65-4ea5-b528-2f18a3d24d4b · outbound
This paper cites A novel tongue coating segmentation method based on improved transunet,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support A novel tongue coating segmentation method based on improved transunet,
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.852736Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 8cd3242f-8feb-47f7-9011-b6d398e54cb7 · outbound
This paper cites Tonguesam: An universal tongue segmentation model based on sam with zero-shot,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Tonguesam: An universal tongue segmentation model based on sam with zero-shot,
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.885830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3c7001a1-a57d-472a-b691-bda92a144f83 · outbound
This paper cites Retrieval-Augmented Generation for Large Language Models: A Survey.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Retrieval-Augmented Generation for Large Language Models: A Survey
Reference 55
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T13:48:20.545743Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 059546bc-27ce-456b-91b2-d186b93995b8 · outbound
This paper cites Lins: A general medical q&a framework for enhancing the quality and credibility of llm- generated responses,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Lins: A general medical q&a framework for enhancing the quality and credibility of llm- generated responses,
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.843399Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 9bf23e09-d97e-4f31-87d9-7eb7f24565c0 · outbound
This paper cites OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support OpenTCM: A GraphRAG-Empowered LLM-based System for Traditional Chinese Medicine Knowledge Retrieval and Diagnosis
Reference 57
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:48:20.548001Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b2c56e33-c4d3-4852-855e-5789d679c6b4 · outbound
This paper cites Evaluating large language model workflows in clinical decision support for triage and referral and diagnosis,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Evaluating large language model workflows in clinical decision support for triage and referral and diagnosis,
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.791597Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 7557d7b6-5bae-457d-bda0-0942e7bdf9f4 · outbound
This paper cites an unresolved cited work.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Unresolved cited work
Reference 59
- Resolution
- unresolved
- raw_fallback, observed 2026-07-05T07:40:47.796196Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6c006726-2fac-43a9-ab1d-956bfa996386 · outbound
This paper cites Enhancing large language models for clinical decision support by incorporating clinical practice guidelines,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Enhancing large language models for clinical decision support by incorporating clinical practice guidelines,
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.878773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation ce6bc47e-54aa-4b8a-aaf8-3146114f9110 · outbound
This paper cites MTCMB: A Multi-Task Benchmark Framework for Evaluating LLMs on Knowledge, Reasoning, and Safety in Traditional Chinese Medicine.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support MTCMB: A Multi-Task Benchmark Framework for Evaluating LLMs on Knowledge, Reasoning, and Safety in Traditional Chinese Medicine
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:48:20.561764Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation a241ddcc-6b99-4ea0-bf92-86cdbf779906 · outbound
This paper cites Tcm-ladder: A benchmark for multimodal question answering on traditional chinese medicine,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Tcm-ladder: A benchmark for multimodal question answering on traditional chinese medicine,
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:48:20.537326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bf490cd7-6d99-42d1-871b-5223cb1065a8 · outbound
This paper cites Ragas: Automated evaluation of retrieval augmented generation,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Ragas: Automated evaluation of retrieval augmented generation,
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.824528Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation bcb22a6a-4421-4b4c-b979-55b37a1d1c38 · outbound
This paper cites GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support GroUSE: A Benchmark to Evaluate Evaluators in Grounded Question Answering
Reference 64
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:48:20.564694Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b2d61e52-b46e-4ba8-b546-baf593f00d51 · outbound
This paper cites MedCite: Can Language Models Generate Verifiable Text for Medicine?.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support MedCite: Can Language Models Generate Verifiable Text for Medicine?
Reference 65
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:48:20.528978Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d468a5be-57c1-4182-a2f1-822e05d9b946 · outbound
This paper cites Out-of-distribution Detection in Medical Image Analysis: A survey.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Out-of-distribution Detection in Medical Image Analysis: A survey
Reference 66
- Resolution
- verified exact
- arxiv_id, observed 2026-07-03T13:48:20.545376Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 5163cb1e-1c58-4aba-b9ec-b27dd4855f2b · outbound
This paper cites A scoping review of robustness con- cepts for machine learning in healthcare,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support A scoping review of robustness con- cepts for machine learning in healthcare,
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.816018Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6b2005a7-a1f2-4022-abcf-3ddb367b0578 · outbound
This paper cites Trustworthy clinical ai solutions: A unified review of uncer- tainty quantification in deep learning models for medical image analysis.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Trustworthy clinical ai solutions: A unified review of uncer- tainty quantification in deep learning models for medical image analysis
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.794754Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation b2da3169-4f7b-4264-82fa-eaaff236f74a · outbound
This paper cites Empirical validation of conformal prediction for trustworthy skin lesions classification,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Empirical validation of conformal prediction for trustworthy skin lesions classification,
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.887812Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 44c19813-43f2-4c3a-9296-e2abe3c926d8 · outbound
This paper cites Explaining the black-box smoothly—a counterfactual approach,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Explaining the black-box smoothly—a counterfactual approach,
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.780358Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fb21d66b-d28e-46af-a8cb-4f998f3083ae · outbound
This paper cites Constrained Decoding for Secure Code Generation.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Constrained Decoding for Secure Code Generation
Reference 71
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-07-03T13:48:20.555898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 77f7894d-e6d1-436e-bb59-4893888ce272 · outbound
This paper cites A framework to assess clinical safety and hallucination rates of llms for medical text summari- sation,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support A framework to assess clinical safety and hallucination rates of llms for medical text summari- sation,
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.806159Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 720bb4ee-1dcc-4485-9e9e-86e0877896ce · outbound
This paper cites A framework for human evaluation of large language models in healthcare derived from literature review,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support A framework for human evaluation of large language models in healthcare derived from literature review,
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.774387Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 6a8f056c-c401-4e41-ae74-b6a7c96280cd · outbound
This paper cites SAM 2: Segment Anything in Images and Videos.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support SAM 2: Segment Anything in Images and Videos
Reference 74
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T13:48:20.553871Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 191b6669-e70b-43c2-930d-fc5d584af274 · outbound
This paper cites Memory-SAM: Human-Prompt-Free Tongue Segmentation via Retrieval-to-Prompt.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Memory-SAM: Human-Prompt-Free Tongue Segmentation via Retrieval-to-Prompt
Reference 75
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T13:48:20.534632Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation fa985193-f849-440b-8a23-647e15cdfd93 · outbound
This paper cites DINOv3.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support DINOv3
Reference 76
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T13:48:20.553163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 96098364-f9e6-4466-bcea-12642b4f850d · outbound
This paper cites The faiss library,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support The faiss library,
Reference 77
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.832219Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 1cd56966-e786-4946-8651-577666aee229 · outbound
This paper cites Qwen3 Technical Report.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Qwen3 Technical Report
Reference 78
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T13:48:20.556096Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation c57520f8-9016-4fe2-a278-abdb04df23c3 · outbound
This paper cites Lora: Low-rank adaptation of large language models.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Lora: Low-rank adaptation of large language models
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.814102Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation d76ed017-8627-4890-b3a7-e48e606b4aa2 · outbound
This paper cites Efficient and robust ap- proximate nearest neighbor search using hierarchical navigable small world graphs,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Efficient and robust ap- proximate nearest neighbor search using hierarchical navigable small world graphs,
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.807806Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 3f85b8ea-6dcd-4284-ace3-314da37aef1a · outbound
This paper cites Diagnosing pathologic myopia by identifying morphologic patterns using ultra widefield images with deep learning,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Diagnosing pathologic myopia by identifying morphologic patterns using ultra widefield images with deep learning,
Reference 81
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.875416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Observation 2c2b4141-430a-4e08-b507-c267b802fd3b · outbound
This paper cites Machine learning radiomics- based prediction of non-sentinel lymph node metastasis in chinese breast cancer patients with 1-2 positive sentinel lymph nodes: a multicenter study,.
MMIR-TCM: Memory-Integrated Multimodal Inference and Retrieval for TCM Clinical Decision Support Machine learning radiomics- based prediction of non-sentinel lymph node metastasis in chinese breast cancer patients with 1-2 positive sentinel lymph nodes: a multicenter study,
Reference 82
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-07-05T07:40:47.845377Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.
Pith citing papers
No inbound Pith citation observations are available.