Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-05-21T08:52:04.531938Z
Paper Citation Record · LEDGER
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion
As of 6 August 2026, this Paper Citation Record lists 75 of 75 outbound references and 3 inbound Pith citation observations for arXiv:2604.09450.
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 2026-08-06T06:34:29.942622+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-03T20:20:37.712479Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-07-03T20:28:55.231882Z
Reference resolution
75 of 75 outbound references displayed
- verified exact27
- verified fuzzy43
- unresolved2
- parse uncertain0
- malformed identifier1
- metadata mismatch2
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation ae92ea82-f83e-454b-9af6-05fe6c7a066b · outbound
This paper cites Block diffusion: Interpolating between autoregressive and diffusion language models.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Block diffusion: Interpolating between autoregressive and diffusion language models
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.126106Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 826d587a-ebc5-4b39-9f14-facae371f3f0 · outbound
This paper cites Structured denoising diffusion models in discrete state-spaces.Advances in neural information processing systems.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Structured denoising diffusion models in discrete state-spaces.Advances in neural information processing systems
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.166734Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 5ff51175-730b-46c3-a39f-ccf758a8d6df · outbound
This paper cites Qwen3-VL Technical Report.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Qwen3-VL Technical Report
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.834075Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bf8a28ee-ca14-430b-a886-b9fec70f99b0 · outbound
This paper cites LLaDA2.0: Scaling Up Diffusion Language Models to 100B.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion LLaDA2.0: Scaling Up Diffusion Language Models to 100B
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.846658Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation f9bd3c69-bea5-48b5-a373-1faddc4eb21d · outbound
This paper cites Thomas, Jerome Ku, Federico Berto, Jae Myung Kim, Garyk Brixi, Eric Nguyen, Stefano Massaroli, and Michael Poli.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Thomas, Jerome Ku, Federico Berto, Jae Myung Kim, Garyk Brixi, Eric Nguyen, Stefano Massaroli, and Michael Poli
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.164360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1737d729-8b40-43c1-824b-9248db56d17e · outbound
This paper cites Towards injecting medical visual knowledge into multimodal llms at scale.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Towards injecting medical visual knowledge into multimodal llms at scale
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.169425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9c5cbc9a-ce3f-429a-874a-856dd3cfa681 · outbound
This paper cites A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.841903Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d06d17db-e8f5-4494-a1a2-e6b31867d756 · outbound
This paper cites dparallel: Learnable parallel decoding for dllms.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion dparallel: Learnable parallel decoding for dllms
Reference 8
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.831649Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ca43b5b2-e3a5-4694-83a8-f5c1c7e64b83 · outbound
This paper cites Sdar-vl: Stable and efficient block-wise diffusion for vision-language understanding.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Sdar-vl: Stable and efficient block-wise diffusion for vision-language understanding
Reference 9
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.896732Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 004a6e71-24ff-4d9f-80fe-10a19148b73c · outbound
This paper cites Speculative diffusion decoding: Accelerating language generation through diffusion.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Speculative diffusion decoding: Accelerating language generation through diffusion
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.140965Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dbb614bf-90d9-438b-a8e2-38b8d0af99ec · outbound
This paper cites Preparing a collection of radiology examinations for distribution and retrieval.Journal of the American Medical Informatics Association.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Preparing a collection of radiology examinations for distribution and retrieval.Journal of the American Medical Informatics Association
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.182969Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e0a1aaca-8b86-4647-9824-1a66fedd7c81 · outbound
This paper cites Beyond autoregression: Fast llms via self-distillation through time.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Beyond autoregression: Fast llms via self-distillation through time
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.089672Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9e5b2ffb-4e00-42a1-96c3-117f38493835 · outbound
This paper cites Llada-medv: Exploring large language diffusion models for biomedical image understanding.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Llada-medv: Exploring large language diffusion models for biomedical image understanding
Reference 13
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.884253Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation d8bd5431-03f9-4c40-84ef-172225d77f05 · outbound
This paper cites Unifying autoregressive and diffusion-based sequence generation.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Unifying autoregressive and diffusion-based sequence generation
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.136269Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bf631181-fb09-4a34-807d-c9f50c4832d5 · outbound
This paper cites Scaling diffusion language models via adaptation from autoregressive models.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Scaling diffusion language models via adaptation from autoregressive models
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.091539Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 76dcbb27-5127-48a9-8bea-deedbfca1422 · outbound
This paper cites Gemini 3 pro model card.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Gemini 3 pro model card
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.097068Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 72a18be3-975a-4801-bb3e-697d6fb25af7 · outbound
This paper cites Ssd-lm: Semi-autoregressive simplex-based diffusion lan- guagemodelfortextgenerationandmodularcontrol.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Ssd-lm: Semi-autoregressive simplex-based diffusion lan- guagemodelfortextgenerationandmodularcontrol
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.147983Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 694ec159-e292-485c-ba90-7cd907cbe6d3 · outbound
This paper cites Accelerating diffusion language model inference via efficient kv caching and guided diffusion.arXiv e-prints.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Accelerating diffusion language model inference via efficient kv caching and guided diffusion.arXiv e-prints
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.138620Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c10657d0-cb5a-4eaf-9d5f-fbf87d081d2a · outbound
This paper cites GPT-4o System Card.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion GPT-4o System Card
Reference 19
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.886421Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 75c4b051-a5a7-45d7-b867-662511d2312f · outbound
This paper cites Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Chexpert: A large chest radiograph dataset with uncertainty labels and expert comparison
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.172011Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 74df463f-24cd-4fea-b5d0-828e635932e3 · outbound
This paper cites Jiang, Y.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Jiang, Y
Reference 21
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-05-21T08:54:05.873282Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 74015e09-8fb2-434d-aa79-aa276d2b2106 · outbound
This paper cites Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.Scientific data.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Mimic-cxr, a de-identified publicly available database of chest radiographs with free-text reports.Scientific data
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.104513Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 00471287-78d0-420b-ad03-1446b6ebff38 · outbound
This paper cites Cxr-llava: a multimodal large language model for interpreting chest x-ray images.European Radiology.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Cxr-llava: a multimodal large language model for interpreting chest x-ray images.European Radiology
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.128722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a1a8cd45-8e23-4368-9b0c-4eca8464e1ea · outbound
This paper cites Llava-onevision: Easy visual task transfer.Transactions on Machine Learning Research.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Llava-onevision: Easy visual task transfer.Transactions on Machine Learning Research
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.131425Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1fa02733-d319-4a3f-8cdf-a21ce0009d4a · outbound
This paper cites Llava-med: Training a large language-and-vision assistant for biomedicine in one day.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Llava-med: Training a large language-and-vision assistant for biomedicine in one day
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.133791Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation dc2c5098-1968-41b8-8c1a-674a51a3fd3c · outbound
This paper cites LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion LLaVA-NeXT-Interleave: Tackling Multi-image, Video, and 3D in Large Multimodal Models
Reference 26
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.860257Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4b5b217c-97e8-4b46-84da-dbd026bfa0d5 · outbound
This paper cites Diffuspec: Unlocking diffusion language models for speculative decoding.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Diffuspec: Unlocking diffusion language models for speculative decoding
Reference 27
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.836668Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1dd8ee38-bd5b-41b1-a35c-f83635f5b92e · outbound
This paper cites Lavida: A large diffusion language model for multimodal under- standing.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Lavida: A large diffusion language model for multimodal under- standing
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.143325Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 71d62127-65d2-41f4-ad15-8b1949db08de · outbound
This paper cites Cd4lm: Consistency distillation and adaptive decoding for diffusion language models.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Cd4lm: Consistency distillation and adaptive decoding for diffusion language models
Reference 29
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.899461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 022a8ee2-bf5f-4260-ab8e-b76047450afa · outbound
This paper cites Rouge: A package for automatic evaluation of summaries.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Rouge: A package for automatic evaluation of summaries
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.109422Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6fdfdf7b-3000-4c69-b60a-2ca29596c2e3 · outbound
This paper cites Visual instruction tuning.Advances in neural information processing systems.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Visual instruction tuning.Advances in neural information processing systems
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.121311Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4e1f727b-6bd6-4133-8707-25a01a314ea8 · outbound
This paper cites dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion dLLM-Cache: Accelerating Diffusion Large Language Models with Adaptive Caching
Reference 32
- Resolution
- metadata mismatch
- arxiv_id, observed 2026-06-03T13:05:37.261622Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation a3bd0fc7-ac9f-4409-b5fb-92b9daf10b0f · outbound
This paper cites Large language diffusion models.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Large language diffusion models
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.119000Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 35d9cba6-53dc-4f9a-bc1c-4bd1510732cf · outbound
This paper cites Medvlm-r1: Incentivizing medical reasoning capability of vision-language models (vlms) via reinforcement learning.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Medvlm-r1: Incentivizing medical reasoning capability of vision-language models (vlms) via reinforcement learning
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.116753Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e85d5a3d-60f2-40ee-8d2c-e2d482b8611b · outbound
This paper cites RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion RaDialog: A Large Vision-Language Model for Radiology Report Generation and Conversational Assistance
Reference 35
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.881529Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1ee97c66-ba83-4eb0-8680-cec3bd1db727 · outbound
This paper cites d3llm: Ultra-fast diffusion llm using pseudo- trajectory distillation.arXiv preprint arXiv:2601.07568.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion d3llm: Ultra-fast diffusion llm using pseudo- trajectory distillation.arXiv preprint arXiv:2601.07568
Reference 36
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.828961Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation da6a462d-ff00-47e4-b225-732f7540f599 · outbound
This paper cites Capabilities of Gemini Models in Medicine.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Capabilities of Gemini Models in Medicine
Reference 37
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.891461Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9fed5fba-e569-46a4-be5f-48334eac6e2d · outbound
This paper cites Simpleandeffectivemaskeddiffusionlanguagemodels.Advances in Neural Information Processing Systems.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Simpleandeffectivemaskeddiffusionlanguagemodels.Advances in Neural Information Processing Systems
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.087763Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 32f56ce5-8988-47a1-8674-a6d629344901 · outbound
This paper cites MedGemma Technical Report.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion MedGemma Technical Report
Reference 39
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.878342Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 24b848b7-47e1-4da6-b13e-a8ab0b581b8c · outbound
This paper cites Simplified and generalized masked diffusion for discrete data.Advances in neural information processing systems.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Simplified and generalized masked diffusion for discrete data.Advances in neural information processing systems
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.114366Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e11a32d9-f5d5-4e1f-be88-aa390f6a7f61 · outbound
This paper cites Combining automatic labelers and expert annotations for accurate radiology report labeling using bert.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Combining automatic labelers and expert annotations for accurate radiology report labeling using bert
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.101577Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation bc8ef63b-ad98-4d84-8a1e-73e77005a385 · outbound
This paper cites Gemini: A Family of Highly Capable Multimodal Models.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Gemini: A Family of Highly Capable Multimodal Models
Reference 42
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.893867Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9c8a7a00-a240-4875-946d-cc10215e1187 · outbound
This paper cites Xraygpt: Chest radiographs summarization using large medical vision-language models.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Xraygpt: Chest radiographs summarization using large medical vision-language models
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.180777Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 2a338969-7a97-4018-9cae-c0065f4e010a · outbound
This paper cites Towards generalist biomedical ai.Nejm Ai.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Towards generalist biomedical ai.Nejm Ai
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.176782Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 56eb717f-12ec-4f80-922c-f1fc8f4263fb · outbound
This paper cites Cider: Consensus-based image description evaluation.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Cider: Consensus-based image description evaluation
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.174496Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation fe20c59b-11b0-458e-9445-3ba314d1c51f · outbound
This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution
Reference 46
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.839298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation db33729d-9d96-4c00-bd34-6c81e7068bc5 · outbound
This paper cites Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Diffusion LLMs Can Do Faster-Than-AR Inference via Discrete Diffusion Forcing
Reference 47
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.849326Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4085ac83-aa5d-4fa2-beb3-c0e9df1f2eba · outbound
This paper cites Towards generalist foundation model for radiology by leveraging web-scale 2d&3d medical data.Nature Communications.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Towards generalist foundation model for radiology by leveraging web-scale 2d&3d medical data.Nature Communications
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.099289Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation ddca1c6f-4625-4153-a43c-1df3c661f0c4 · outbound
This paper cites Fast- dllm v2: Efficient block-diffusion llm.arXiv preprint arXiv:2509.26328.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Fast- dllm v2: Efficient block-diffusion llm.arXiv preprint arXiv:2509.26328
Reference 49
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.854898Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 0656b116-268a-4330-860b-59c409ea441c · outbound
This paper cites Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Reference 50
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.902416Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e692fa38-fb0b-4a9c-8b85-a18541e5289c · outbound
This paper cites Energy-based diffusion language models for text generation.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Energy-based diffusion language models for text generation
Reference 51
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.111993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1567fad3-07c4-45d7-91d4-f36740e36fc7 · outbound
This paper cites Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning
Reference 52
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.888997Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation c93d6da0-f738-456e-834f-c17741659684 · outbound
This paper cites Qwen3 Technical Report.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Qwen3 Technical Report
Reference 53
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.862722Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 24bdafbc-ce2e-43e5-9a20-825667e039ed · outbound
This paper cites Medxchat: A unified multimodal large language model framework towards cxrs understanding and generation.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Medxchat: A unified multimodal large language model framework towards cxrs understanding and generation
Reference 54
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.123773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6a0df8df-e06f-474d-86e6-9ad845c4ef15 · outbound
This paper cites Dream 7B: Diffusion Large Language Models.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Dream 7B: Diffusion Large Language Models
Reference 55
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.867995Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 6f957b7f-20b5-48bd-989e-a32cda22dd00 · outbound
This paper cites Redi: Rectified discrete flow.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Redi: Rectified discrete flow
Reference 56
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.085610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 401f5876-6c26-4a02-85cf-c91df8f2ce99 · outbound
This paper cites LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning
Reference 57
- Resolution
- verified exact
- local_arxiv, observed 2026-05-21T08:54:05.875779Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 52b5e22a-2904-4f15-b8e7-1095194af755 · outbound
This paper cites Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Dimple: Discrete Diffusion Multimodal Large Language Model with Parallel Decoding
Reference 58
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.870691Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e421977b-d598-4e9c-aaea-b733fc19cc4d · outbound
This paper cites A generalist vision–language foundation model for diverse biomedical tasks.Nature medicine.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion A generalist vision–language foundation model for diverse biomedical tasks.Nature medicine
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.178752Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 458f4a73-bf1e-47fd-82d7-9d9e83d16f2c · outbound
This paper cites T3d: Few-step diffusion language models via trajectory self-distillation with direct discriminative optimization.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion T3d: Few-step diffusion language models via trajectory self-distillation with direct discriminative optimization
Reference 60
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.844389Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 230720d8-3453-4d3b-be47-991d56c8b8ed · outbound
This paper cites ReXGradient-160K: A Large-Scale Publicly Available Dataset of Chest Radiographs with Free-text Reports.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion ReXGradient-160K: A Large-Scale Publicly Available Dataset of Chest Radiographs with Free-text Reports
Reference 61
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.852123Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 02bf8191-429e-42b9-92bb-c6f9ee9230d3 · outbound
This paper cites Variational masked diffusion models.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Variational masked diffusion models
Reference 62
- Resolution
- verified exact
- arxiv_id, observed 2026-05-21T08:54:05.857657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7eb020f9-7f3e-4377-ada5-495f6c0f09c9 · outbound
This paper cites Review this chest X-ray and write a report. Use this format: Findings: {}, Impression: {}.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Review this chest X-ray and write a report. Use this format: Findings: {}, Impression: {}
Reference 63
- Resolution
- malformed identifier
- raw_fallback, observed 2026-05-21T08:54:06.185192Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 695c45ea-39c8-45ed-9907-b2c7306e47c9 · outbound
This paper cites Findings.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Findings
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.106993Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 27541bc3-e2b5-4175-838b-b9e4f8ca8793 · outbound
This paper cites Findings.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Findings
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.145598Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation e6d6a625-c5fd-4268-98b9-2f34e55e128c · outbound
This paper cites - Retain all organ/structure descriptions present in the original report.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion - Retain all organ/structure descriptions present in the original report
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.150384Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b6cd5975-3c8c-47ef-9bda-ed07b579a125 · outbound
This paper cites findings.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion findings
Reference 67
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.081984Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7ac5c52a-d26f-440d-a697-2969ffbdb080 · outbound
This paper cites - FINDINGS must contain only descriptive radiological observations.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion - FINDINGS must contain only descriptive radiological observations
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.083919Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 1decd135-05f1-4dce-9682-c12be607aaa6 · outbound
This paper cites - IMPRESSION should reflect the clinician’s overall diagnostic assessment.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion - IMPRESSION should reflect the clinician’s overall diagnostic assessment
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.162034Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 688e302a-9ad6-4527-980b-4d77c3635662 · outbound
This paper cites increased bronchovascular markings.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion increased bronchovascular markings
Reference 70
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.152669Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 4e0140c7-2bd5-4a22-b5d5-a214bc116481 · outbound
This paper cites suggestive of.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion suggestive of
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.159778Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 9f82aa6e-21dc-406a-bdb4-e87dbdea5d6c · outbound
This paper cites - Leave the missing section empty if necessary.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion - Leave the missing section empty if necessary
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.155073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 7c13e60e-56a6-4ff9-a354-91018ca22f0d · outbound
This paper cites an unresolved cited work.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Unresolved cited work
Reference 73
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T08:54:06.093305Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 821d1d9a-cd6d-4d87-b0a3-de59ff1b7884 · outbound
This paper cites an unresolved cited work.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion Unresolved cited work
Reference 74
- Resolution
- unresolved
- raw_fallback, observed 2026-05-21T08:54:06.095047Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation caf04add-1c46-4547-b405-4aa60c36f39b · outbound
This paper cites - Do NOT include any explanation, notes, or additional commentary.
ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion - Do NOT include any explanation, notes, or additional commentary
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-05-21T08:54:06.157566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Pith citing papers
Observation 940dc085-8188-428b-a00d-79a6bcc38b6d · inbound
AnchorDiff: Topology-Aware Masked Diffusion with Confidence-based Rewriting for Radiology Report Generation cites this paper.
AnchorDiff: Topology-Aware Masked Diffusion with Confidence-based Rewriting for Radiology Report Generation ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion
Reference 1
- Resolution
- verified exact
- local_arxiv, observed 2026-05-20T15:38:26.735004Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation 22ffe54a-7c62-4441-8dc2-371d115486f2 · inbound
Discrete Diffusion Language Models for Interactive Radiology Report Drafting cites this paper.
Discrete Diffusion Language Models for Interactive Radiology Report Drafting ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion
Reference 4
- Resolution
- verified exact
- local_arxiv, observed 2026-07-03T20:28:55.233292Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.
Observation b632319b-744f-4862-815e-fb7e3d28dfd1 · inbound
Temporal and Cross-Modal Alignment for Enhanced Audiovisual Video Captioning cites this paper.
Temporal and Cross-Modal Alignment for Enhanced Audiovisual Video Captioning ECHO: Efficient Chest X-ray Report Generation with One-step Block Diffusion
Reference 5
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-07-03T16:38:39.609073Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-06T06:34:29.942622+00:00.