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Paper Citation Record · LEDGER

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

As of 8 August 2026, this Paper Citation Record lists 41 of 41 outbound references and 10 inbound Pith citation observations for arXiv:2505.16229.

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

pith.paper-citation-record.v1
2505.16229 v1

Coverage vector

measured 41 of 41 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:08:31.043095Z

measured 51 of 51 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00

measured 10 of 10 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-06T16:42:38.283366Z

measured 1 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

41 of 41 outbound references displayed

  • verified exact2
  • verified fuzzy13
  • unresolved26
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

1
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

Observation 43f53dc8-1a6a-4e6a-8c65-80a0a55b60c8 · outbound

This paper cites Computed tomography dose index and patient dose: They are not the same thing.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Computed tomography dose index and patient dose: They are not the same thing

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:35.721887Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:26.169853Z digest=sha256:f914cf5a0e6b43e04348a39af7501628d4f5a3f7ac8cc3ff0ad70283509932d4

Observation a19a7976-c573-4da2-b5dd-1760e5fbcfd6 · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:35.495190Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:26.271135Z digest=sha256:aa37b09a51f9a56dbdbd968472c653c5648e97c32be1c8f25b3d28ba6ed7017e

Observation d1ff5acf-4b03-4102-b5c0-21a51957fe45 · outbound

This paper cites RadSAM: Segmenting 3D radiological images with a 2D promptable model.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering RadSAM: Segmenting 3D radiological images with a 2D promptable model

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.408071Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:26.408071Z digest=sha256:3ab522dd0ba40d07896cb846e7cab28d8ec5dc4787ee3ca9afaebe1b8ff8f6cf

Observation b80afd47-11ec-4198-9463-26c9247ba375 · outbound

This paper cites Explaining 3D Computed Tomography Classifiers with Counterfactuals.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Explaining 3D Computed Tomography Classifiers with Counterfactuals

Reference 4

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:08:32.010261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:26.538990Z digest=sha256:2e1254f28565bc2117774f00dce2f720063f24d3a9aa8427c424da99f072a5ac

Observation 950f1d8f-3f55-40d9-993d-d7f0257a5d3b · outbound

This paper cites Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Enhancing Single-Slice Segmentation with 3D-to-2D Unpaired Scan Distillation

Reference 5

Resolution
verified exact
local_arxiv, observed 2026-08-07T15:08:31.775183Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:26.643396Z digest=sha256:c236e926194c679d0133d36cfd8770374d906a3c6660519fea5342b1a83d2c2d

Observation 49a88d34-985b-4e84-8810-3e6e86c304eb · outbound

This paper cites Llava-med: Training a large language-and-vision assistant for biomedicine in one day.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Llava-med: Training a large language-and-vision assistant for biomedicine in one day

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:35.334743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:26.739201Z digest=sha256:c689c6084f00c51172250cdf4486c793d1ef4e7bdd32a3104ab5ceba56cb4ed2

Observation 21f8bcca-3b08-427e-a99a-f504af729f63 · outbound

This paper cites PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering PMC-VQA: Visual Instruction Tuning for Medical Visual Question Answering

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:26.873973Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:26.873973Z digest=sha256:de62849399c3142b15461244d05e7fda666d986774780a1c87b2ac5eec36c508

Observation 1bc76c84-2720-410c-abac-52e2c762f922 · outbound

This paper cites R2gengpt: Radiology report gen- eration with frozen llms.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering R2gengpt: Radiology report gen- eration with frozen llms

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:35.146114Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:27.002687Z digest=sha256:97167c866a657ff95c8637fb113772a5a505004fcdc7278fa8db351b78733562

Observation 96cbfb21-ee70-411f-a453-4eec7093a69e · outbound

This paper cites Generating Radiology Reports via Memory-driven Transformer.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Generating Radiology Reports via Memory-driven Transformer

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.177115Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.177115Z digest=sha256:83e9ffa1eda6d1a9917aea6f53d20af85356ff3739b245107ecad5c05093c51e

Observation 9e4ff101-c3d7-4ea0-b5b6-6926acab6e91 · outbound

This paper cites Bpi-mvqa: a bi-branch model for medical visual question answering.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Bpi-mvqa: a bi-branch model for medical visual question answering

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.978966Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:27.336042Z digest=sha256:511324bf76e3280a4c231eea0273938e1ae39ac8f5f18821e8a89eac308b7a63

Observation 8475adbf-9b48-469c-bd9b-a32dc8b45fcb · outbound

This paper cites MAIRA-1: A specialised large multimodal model for radiology report generation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering MAIRA-1: A specialised large multimodal model for radiology report generation

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.441079Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.441079Z digest=sha256:b94f63677070aae7df6f0d09bf9dbc638a127c39b9b2f8eddd9dfe1dbb570161

Observation bdd31bac-b73c-4aad-9b20-7fb0ac4b48fe · outbound

This paper cites XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering XrayGPT: Chest Radiographs Summarization using Medical Vision-Language Models

Reference 12

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.518832Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.518832Z digest=sha256:755f6ff82ec4753f373a60dbac8cb7544f92420415fd48efe0a69677050b697e

Observation aeae742a-ca83-47c5-ada4-cb8eb7f47260 · outbound

This paper cites Ct2rep: Automated radiology report generation for 3d medical imaging.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Ct2rep: Automated radiology report generation for 3d medical imaging

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.761868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:27.663909Z digest=sha256:591afb3588e1290327e42bae345264766ec19bff9d2e31c8d9a7227fcd7a868b

Observation 4a5bf697-1634-4b3c-8b39-d934817e8d44 · outbound

This paper cites 3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering 3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.776309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.776309Z digest=sha256:dcfa9860b6ca86a1ebc82b9480fe6ceb00920c46492385be5a8e62f29f35b3da

Observation 90826223-3e5e-4122-8519-e8c484e7245c · outbound

This paper cites ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering ViT3D Alignment of LLaMA3: 3D Medical Image Report Generation

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.870738Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.870738Z digest=sha256:d954cff44e5495027c45197258aca4801292d65cdf06329dd29c66a521e4a649

Observation 794f9262-d525-4d24-850c-de053f214bf8 · outbound

This paper cites Ct-agrg: Auto- mated abnormality-guided report generation from 3d chest ct volumes.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Ct-agrg: Auto- mated abnormality-guided report generation from 3d chest ct volumes

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:27.979311Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:27.979311Z digest=sha256:7cb80b2ddba7cc4dd17f9648f777b528803ea05d46645be9e05dae6397f14cf0

Observation 24e8384e-d6d4-4934-909d-8312e77e99f6 · outbound

This paper cites Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.118102Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.118102Z digest=sha256:d5ddae825ffd354888542e63f49eb8a4bc256a0118f8540406dca5c8bcb3e760

Observation f539c539-ea36-4188-9403-534bd797dab9 · outbound

This paper cites Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Read Like a Radiologist: Efficient Vision-Language Model for 3D Medical Imaging Interpretation

Reference 18

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.224224Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.224224Z digest=sha256:2698d153df8d8cae43b5d312ba92d22f933a2939c713ffa124d18ede4212646f

Observation 7d745b69-d3cf-4a0f-9d48-b46624b1e27f · outbound

This paper cites M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language Models

Reference 19

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.332256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.332256Z digest=sha256:8afd4405a5476be36037e24540db9df9fdfbafd4fae8105aaa8d2460625ddbc6

Observation 973e3025-8c35-4be9-b55c-d6d910715d41 · outbound

This paper cites A Survey of LLM-based Agents in Medicine: How far are we from Baymax?.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering A Survey of LLM-based Agents in Medicine: How far are we from Baymax?

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.482610Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.482610Z digest=sha256:4eb6bb5f28ab70622e4375a4a2ac53351fa0372ac8e5cec326faaa2e9849ee3e

Observation 73e7a5ab-feb9-4cfa-bbf6-a3923e19e3a6 · outbound

This paper cites PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering PathFinder: A Multi-Modal Multi-Agent System for Medical Diagnostic Decision-Making Applied to Histopathology

Reference 21

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.603416Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.603416Z digest=sha256:7e9203eaebb133d469be923ae6723551b5211e3734c827fbeb913ad5575374bc

Observation 7e0b448f-ed5a-44b1-85a6-b8279a577cc3 · outbound

This paper cites MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering MedAgent-Pro: Towards Evidence-based Multi-modal Medical Diagnosis via Reasoning Agentic Workflow

Reference 22

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.730867Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.730867Z digest=sha256:52df3475ad1c46c65ce8632dcdedff1eaf4a2acd5c2ce29774472e814caeee3e

Observation 9b9e05cf-8221-4fa4-87f9-5e425aa8d763 · outbound

This paper cites M^3Builder: A Multi-Agent System for Automated Machine Learning in Medical Imaging.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering M^3Builder: A Multi-Agent System for Automated Machine Learning in Medical Imaging

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.829273Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.829273Z digest=sha256:a5e8f3ca6c44636a92dd81cbf88c368ee42dd2de3029a4a88fb559e213fadb7b

Observation 533f03c9-e602-45d4-b08d-ba5798b4e695 · outbound

This paper cites PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering PeFoMed: Parameter Efficient Fine-tuning of Multimodal Large Language Models for Medical Imaging

Reference 24

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:28.965099Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:28.965099Z digest=sha256:236555975c072aca566e48e75b8cd96394f87c255c701de67ebfe2d5f98030b4

Observation f44de8b8-7c51-4f03-8cc0-ce6505b16e5f · outbound

This paper cites Medmnist classification decathlon: A lightweight automl benchmark for medical image analysis.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Medmnist classification decathlon: A lightweight automl benchmark for medical image analysis

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.572465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:29.073385Z digest=sha256:2a90f9f38e6ce12bdc0bfdc24ce987e2232edd38c4d70b2b2062447e9ee1bc10

Observation ae06813b-b53b-467c-884e-8b8a9556b22f · outbound

This paper cites Medsegbench: A comprehensive benchmark for medical image segmentation in diverse data modalities.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Medsegbench: A comprehensive benchmark for medical image segmentation in diverse data modalities

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.336588Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:29.212145Z digest=sha256:a7aa42872aa2ab8f51cecc6e077b108b8e8a5b2647d43fef15643bfced3249fb

Observation e15cdd39-c8b7-4e5b-9626-7a4041d4aa72 · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 27

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.324653Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:29.324653Z digest=sha256:3d506a13162b7e0063207ecc51701f039ebb2c790d413c1666af20edf08c5c49

Observation 816a43ff-59bf-411c-b6bc-9525cd45a74a · outbound

This paper cites RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering RadGenome-Chest CT: A Grounded Vision-Language Dataset for Chest CT Analysis

Reference 28

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.479627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:29.479627Z digest=sha256:69e68288fc8298fbfadeecd8448614538234d58527c11922fde9f75583e65f2e

Observation 7baca812-157a-4f2d-a352-f3b22489bf08 · outbound

This paper cites Medmnist v2-a large-scale lightweight benchmark for 2d and 3d biomedical image classification.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Medmnist v2-a large-scale lightweight benchmark for 2d and 3d biomedical image classification

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.201695Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:29.588646Z digest=sha256:e624dc3645604407c3a6e698735278865d6f7d810479743f056bcdd514d4045b

Observation 5651d83a-a436-4c21-8ec4-03eda40a7fe2 · outbound

This paper cites Medshapenet–a large-scale dataset of 3d medical shapes for computer vision.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Medshapenet–a large-scale dataset of 3d medical shapes for computer vision

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:34.020277Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:29.709108Z digest=sha256:1df428e3154e2be1f41f316cb1d503b3038b069d781681be9c6988851a463331

Observation f0317135-c562-4d00-9c5a-065ff34e94b1 · outbound

This paper cites Learning transferable visual models from natural language supervision.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Learning transferable visual models from natural language supervision

Reference 31

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.852428Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:29.852428Z digest=sha256:61051b0cc507a100f444fe411f142bf66e10be7eb7f858feffdcb293e70c5099

Observation 8c47d6d9-7f3b-4924-8c7d-af5e6515e2d0 · outbound

This paper cites Lora: Low-rank adaptation of large language models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Lora: Low-rank adaptation of large language models

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:29.996246Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:29.996246Z digest=sha256:337d17367d8a414fec950cbe7e42814e27e50b638c7d1565285a44b13677e73c

Observation 993a1635-bf44-4885-9dc1-4e0c6f36cae9 · outbound

This paper cites A survey on lora of large language models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering A survey on lora of large language models

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:33.743021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:30.118957Z digest=sha256:ace0e4547785f946b3d1f97eb1ce6dd4e6a7376b8c288cbf1b69829972521159

Observation ff36edce-2a1a-4287-95b7-0cfb590791e2 · outbound

This paper cites Visionzip: Longer is better but not necessary in vision language models.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Visionzip: Longer is better but not necessary in vision language models

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:30.274400Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:30.274400Z digest=sha256:597524229076087b14c258c22d6186df97894e5234dc91fc575acbb4c0e286f9

Observation b6b811e2-8cbf-4645-b669-4f96bd38c703 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Bleu: a method for automatic evaluation of machine translation

Reference 35

Resolution
unresolved
no resolver link, observed 2026-08-07T15:08:30.413533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:08:30.413533Z digest=sha256:23f89a1bd79ad21f1ddad05296ddbe04f58af33148c137ec66d933cb582a2d34

Observation cb0a9792-8e20-4bc4-a925-81e7990ac3e1 · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering ROUGE: A package for automatic evaluation of summaries

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:33.519008Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:30.530710Z digest=sha256:7f34c5fb29ddfb1a78cd11cd6a98df1127b2fd54f4b0a567e5c052425de0231e

Observation 46f47b5b-dfc9-4952-b4be-84e1cf554728 · outbound

This paper cites Trachea and Bronchi.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Trachea and Bronchi

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:33.310156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:30.613250Z digest=sha256:113bdf216c9923b1a351fb7115252988512e40b29e747f1e7afa9ed1670ba064

Observation 72c0e4a1-2276-40f8-840a-bc80f3bb73a0 · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 38

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:33.107447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:30.692371Z digest=sha256:666710cdd65964f678f7e6bc81331d2390405d9bf7d81861a847990b07df2422

Observation 9f8a43d1-44b0-401b-a345-0f5fe835d05b · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 39

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:32.688118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:30.815094Z digest=sha256:ad487639a03f6590cf682b96817bb4e6907a5c941c0183b663e2d692459dacec

Observation 47c07e59-196d-4f53-8737-06e54b9986c4 · outbound

This paper cites an unresolved cited work.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-07T15:08:32.455438Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:30.940971Z digest=sha256:5e05d13f9ad45119f16326c4d86b5368d81081366f18f1f13f6e252283b575f8

Observation 9d2c863e-80ba-4221-a997-2977655d328d · outbound

This paper cites Trachea and both main bronchi are open.

CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering Trachea and both main bronchi are open

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:08:32.194965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-08-07T15:08:31.043095Z digest=sha256:1df23872ab21ad4a9964d8795cbc14f22e8f882f1e1fc63f1ed6550aa61e6b1c

Pith citing papers

Observation ab03d2f6-937d-4948-b815-b86213a732f5 · inbound

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models cites this paper.

A Comprehensive Survey of Electronic Health Record Modeling: From Deep Learning Approaches to Large Language Models CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 201

Resolution
unresolved
no resolver link, observed 2026-08-06T16:42:38.283366Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T16:42:38.283366Z digest=sha256:74caaa0773f5c69a0883b7f5ba729188a10483f3e374e09686b2dc6b0e542db2

Observation a2fa0b48-bb77-4b74-b9d8-f73199c7cc1c · inbound

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation cites this paper.

CXRAgent: Director-Orchestrated Multi-Stage Reasoning for Chest X-Ray Interpretation CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 33

Resolution
unresolved
no resolver link, observed 2026-08-04T08:22:43.677403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-04T08:22:43.677403Z digest=sha256:073183ba350f1087727200b95d8df2939dee38be2b6420a3f7aa673f37d8db41

Observation b091596a-b816-4ddf-9806-6d3a11a60641 · inbound

Machine Learning for Network Attacks Classification and Statistical Evaluation of Adversarial Learning Methodologies for Synthetic Data Generation cites this paper.

Machine Learning for Network Attacks Classification and Statistical Evaluation of Adversarial Learning Methodologies for Synthetic Data Generation CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 17

Resolution
unresolved
no resolver link, observed 2026-07-13T23:01:41.380237Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-13T23:01:41.380237Z digest=sha256:039ff4503c523d7b62ae06ff419098cba02c5fa9c3ef20cd61aa63a0dd8426e7

Observation 57320cdb-7bbf-439d-bd07-5ee4af24bc26 · inbound

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows cites this paper.

MedOpenClaw and MedFlowBench: Auditing Medical Agents in Full-Study Workflows CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 37

Resolution
verified exact
arxiv_id, observed 2026-05-15T00:08:21.636877Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-15T00:07:22.106337Z digest=sha256:eca1f10066ba04207f83d273b060be43629d1a0ea90d5611cd94e3d741b0e131

Observation f8453d23-5052-4b3d-8d45-ce847866745e · inbound

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography cites this paper.

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 8

Resolution
verified exact
arxiv_id, observed 2026-05-10T10:55:03.874210Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-10T10:54:35.000783Z digest=sha256:d579c6528bbf99b6dacf32a73b0906f4875597d8e389bcfd72be09d4d76f36f9

Observation da811cf2-5476-41c6-8dba-8ae142701d2c · inbound

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography cites this paper.

RadAgent: A tool-using AI agent for stepwise interpretation of chest computed tomography CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 8

Resolution
unresolved
no resolver link, observed 2026-07-12T19:46:06.596310Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-12T19:46:06.596310Z digest=sha256:49e3b3e9a7d204ce06fdc95ec4de07642bfb5e79f91d76fe0cfae9fc2df953b9

Observation c68c4df0-6c6a-4dd7-8b1d-f808e1a9ff9d · inbound

GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI cites this paper.

GAZE: Grounded Agentic Zero-shot Evaluation with Viewer-Level Tools and Literature Retrieval on Rare Brain MRI CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 16

Resolution
metadata mismatch
arxiv_id, observed 2026-05-09T20:58:06.870855Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-09T20:54:50.599338Z digest=sha256:55931edb2628fcbd35c3b28d30cf0f2928019dce30cb51d3e904ec92ccc09cdf

Observation e2a0205e-c6ec-460e-a940-d67064c446f0 · inbound

DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents cites this paper.

DeepTumorVQA: A Hierarchical 3D CT Benchmark for Stage-Wise Evaluation of Medical VLMs and Tool-Augmented Agents CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 44

Resolution
verified exact
arxiv_id, observed 2026-05-12T06:41:43.497988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

source=pdf_text observed=2026-05-12T04:02:36.159920Z digest=sha256:6c624326b134bbebf0a775d8e1a0f1c625535469d4d24bbe6befc2c92f28e46e

Observation 8a5ff7af-e7c6-4f4b-9526-5a22ef394809 · inbound

Policy-Driven CT-Agent: Modeling Phase-Aware Diagnostic Control for Clinically Consistent CT Reasoning cites this paper.

Policy-Driven CT-Agent: Modeling Phase-Aware Diagnostic Control for Clinically Consistent CT Reasoning CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 13

Resolution
unresolved
no resolver link, observed 2026-07-14T09:34:35.461742Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-07-14T09:34:35.461742Z digest=sha256:eb72afa7f1c3febe99b2ad98977145ab27590621f41ff4edab66399976112c57

Observation e2803b35-b15d-40b5-a674-5932d92345c1 · inbound

Cheap Probes Predict Expensive Training in 3D-CT Vision--Language Models cites this paper.

Cheap Probes Predict Expensive Training in 3D-CT Vision--Language Models CT-Agent: A Multimodal-LLM Agent for 3D CT Radiology Question Answering

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-01T06:15:34.422329Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T06:15:34.422329Z digest=sha256:4b0e880ac90678ca79eb49190d9babf5b547c81c9303eba067e7a20e5bd7865f