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Paper Citation Record · LEDGER

Exploring Finetuned Audio-LLM on Heart Murmur Features

As of 15 August 2026, this Paper Citation Record lists 49 of 49 outbound references and 0 inbound Pith citation observations for arXiv:2501.13884.

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

pith.paper-citation-record.v1
2501.13884 v1

Coverage vector

measured 49 of 49 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T15:33:40.499376Z

measured 49 of 49 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-15T06:32:42.880941+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

49 of 49 outbound references displayed

  • verified exact6
  • verified fuzzy0
  • unresolved43
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 0c50b307-040a-47e3-971d-63f3b8b5e29e · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.561408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.439072Z digest=sha256:cdd28551b407771f10e400a752ff36fa70b45a66c3333d3b1ff3266a55a5d7af

Observation 54d468f3-b8ef-4644-a171-b8868198e583 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 2

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.547531Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.471105Z digest=sha256:1b7cd5e66ff52b3b9d6bb5a8b9730ec52c91401cc6b106e2ef8e7cced5afc28c

Observation e12a94be-79a5-4b29-95cc-52822432d02a · outbound

This paper cites CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis.

Exploring Finetuned Audio-LLM on Heart Murmur Features CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis

Reference 3

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:39.546461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:39.546461Z digest=sha256:00f74dd243a9fd2a3fc370f515c463f8ad6b967548d5d9e30f4460bc7e036bd2

Observation 98c2e265-627a-480a-8d71-40177cb37c8a · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 4

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.519329Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.570497Z digest=sha256:16eae0488940a80151b63a6f2579d9901f9f4f64e24703c9b240fd8faebce984

Observation b1b435e4-f362-4f5f-a68f-f73e0a373ad6 · outbound

This paper cites Qwen2-Audio Technical Report.

Exploring Finetuned Audio-LLM on Heart Murmur Features Qwen2-Audio Technical Report

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:39.595304Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:39.595304Z digest=sha256:a204635b4c64d3be964a4bdb2fe9bc989074d92f458923734b4f275ed6c80bbb

Observation ec31af06-a4ed-4c8f-8270-35c1de35fe08 · outbound

This paper cites Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models.

Exploring Finetuned Audio-LLM on Heart Murmur Features Qwen-Audio: Advancing Universal Audio Understanding via Unified Large-Scale Audio-Language Models

Reference 6

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:39.629010Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:39.629010Z digest=sha256:6d92dd690892a6f17f61db9fd78eab735297222136b3fd197fee7a9aadfc5cfc

Observation 38489956-73d9-4d45-9517-2f0b96bbdbb8 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 7

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:39.661998Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:39.661998Z digest=sha256:ec6735c4207c53c7cae42a398d55b7095956b0d7d21c75b79885bce7c670735e

Observation c95723e0-fd02-460f-bfb9-e446c4a2bae8 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.495089Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.696124Z digest=sha256:4eee4f59c23209df143c2e447073d1081a00aceb725b1a130f36bf425982f644

Observation 3dc93471-0a47-4383-bd31-28262e12df5c · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 9

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.481334Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.719134Z digest=sha256:8e05b7866f4cfb8f046f022ebb35c5ef28ea692563f631dfb52066f0d693caa4

Observation 303abb5e-3785-451f-8d6c-113b19d4c67e · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 10

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:39.766658Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:39.766658Z digest=sha256:b36de93a84b1328692a7611b4c07bac6a3a1858cd9cd5a516c49e29511ca30bd

Observation 5e916f54-408e-4494-a3ac-da5d8fb3f4a7 · outbound

This paper cites Mamba: Linear-Time Sequence Modeling with Selective State Spaces.

Exploring Finetuned Audio-LLM on Heart Murmur Features Mamba: Linear-Time Sequence Modeling with Selective State Spaces

Reference 11

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:39.808450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:39.808450Z digest=sha256:54473bda1c17a151e4aac67aca45de332ac7842cf3c98475358f584cc3e6dc61

Observation 2b81d0db-8426-41be-bde3-b43dd79ea4b2 · outbound

This paper cites Deep CardioSound-An Ensembled Deep Learning Model for Heart Sound MultiLabelling.

Exploring Finetuned Audio-LLM on Heart Murmur Features Deep CardioSound-An Ensembled Deep Learning Model for Heart Sound MultiLabelling

Reference 12

Resolution
verified exact
local_arxiv, observed 2026-08-10T15:33:41.066960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.851698Z digest=sha256:a1b3744a4777c0844e78dfaae2c76649f7130a0dab77f627f606dc58afc673a8

Observation c9dc8248-5ae4-4bf4-9ae0-34eeb9d08e27 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.453592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.873715Z digest=sha256:1f17706b07c4ce95ce5a06e14fdce611e0702468a5de8f69d58d807f9f6b14b6

Observation bc81e6a8-5042-4c6e-bdae-e560dc5cee59 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 14

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.438824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.901837Z digest=sha256:81a9a9219261acd2fc54853685b520505d4206f0a5985c805119290c7b31b84f

Observation 0cbb4526-61dc-46bf-9f98-a0e14a3c52dc · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 15

Resolution
verified exact
raw_fallback, observed 2026-08-10T15:33:41.040665Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.930074Z digest=sha256:8de1218db310443b1f9e9f497967408a204e4454be930744e2be28f7ba7d8ece

Observation cbe6192e-5314-40ff-9ffa-2f849d4ef110 · outbound

This paper cites An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification.

Exploring Finetuned Audio-LLM on Heart Murmur Features An Ensemble of Transfer, Semi-supervised and Supervised Learning Methods for Pathological Heart Sound Classification

Reference 16

Resolution
verified exact
local_arxiv, observed 2026-08-10T15:33:40.940856Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.956204Z digest=sha256:67a5a5f256c41db6d7fb54dc4d5718eb4357e9ce6b3f99ee8021d10c900bc8e4

Observation 02022107-5c1a-4b67-a9f1-76aaf417bc0f · outbound

This paper cites Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook.

Exploring Finetuned Audio-LLM on Heart Murmur Features Large Models for Time Series and Spatio-Temporal Data: A Survey and Outlook

Reference 17

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.011567Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.011567Z digest=sha256:b8bc1d4292dc62546fc39c50f6d190293fdf9e71885fa55b0eb601989fcf43da

Observation 863517da-e577-4e0e-b401-e389ea92ca38 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 18

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.424750Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.077073Z digest=sha256:49ad6d51b828afbda976ad117a4c3e5f7402486a47734f2bcf4447cec38ebf37

Observation 0256037d-c0a1-42c4-99a1-25ecf5e8f187 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 19

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.410495Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.090104Z digest=sha256:724b22c9a4112225fb6ac3300769bc6561074b079d19429b911075ee951c5352

Observation d2e75e7d-e21e-4bc6-a42d-2982264131b2 · outbound

This paper cites Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities.

Exploring Finetuned Audio-LLM on Heart Murmur Features Audio Flamingo: A Novel Audio Language Model with Few-Shot Learning and Dialogue Abilities

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.103917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.103917Z digest=sha256:a215a430a827ccea56bd9b6515eaf719e86c5a72370b79907c3438c23a771957

Observation 920e4bb5-dc4e-4710-b93d-30cf752576e8 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 21

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.396133Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.113633Z digest=sha256:f560036c04b1d4b94cfa6d2eecd77f0781d9309df22c64155a58d241475b1dad

Observation 208c2f0b-59da-48b5-92c7-5fc7c38080a0 · outbound

This paper cites Frozen Language Model Helps ECG Zero-Shot Learning.

Exploring Finetuned Audio-LLM on Heart Murmur Features Frozen Language Model Helps ECG Zero-Shot Learning

Reference 22

Resolution
verified exact
local_arxiv, observed 2026-08-10T15:33:40.884646Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.122974Z digest=sha256:75f8e5d860d58a3e5f6c68b9b6d47067ba1f6049eb7046f24f72ec522f4d949e

Observation 5063ab67-13a8-44b6-abea-c6b6cd52eac5 · outbound

This paper cites ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge.

Exploring Finetuned Audio-LLM on Heart Murmur Features ChatDoctor: A Medical Chat Model Fine-Tuned on a Large Language Model Meta-AI (LLaMA) Using Medical Domain Knowledge

Reference 23

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.135741Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.135741Z digest=sha256:f818d79baaa3b174bf60d8a5bb0a5a2cd90048a94af7008b137344abf3d27ead

Observation a044012f-1e57-40b1-9aad-e7c470129eda · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 24

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.379546Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.175126Z digest=sha256:e55570130339d249a2342b8603360e3dfac83cb21ad4d9d69592892887d45680

Observation a2a6ee0c-b9c1-4f6c-bace-17e72ade4bf2 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 25

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.363413Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.256530Z digest=sha256:0b0be3fe3f2bd5c4feaf4e97de94438e667b138efa4bdff7a95d5c2be84b12c2

Observation 76a23387-5ac0-465f-815c-2c8a058e65ed · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 26

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.282989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.282989Z digest=sha256:aed328d5fe823c186d2c81477604bd24d70ce6d70e047f2fd8ed71da4b5472d5

Observation d77b7bb9-8ae5-4d82-9cc4-85f0b9066211 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.347608Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.309662Z digest=sha256:650101eea79d88089f3675f7a7b897ed4837bdc9d157db9f441e4df7610c86bf

Observation e1730cf1-429c-4094-89d1-f9b0cd3c2c0f · outbound

This paper cites Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection.

Exploring Finetuned Audio-LLM on Heart Murmur Features Exploring Pre-trained General-purpose Audio Representations for Heart Murmur Detection

Reference 28

Resolution
verified exact
local_arxiv, observed 2026-08-10T15:33:40.845147Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.339621Z digest=sha256:f5a3a0033c6a8691cd2140a201f217060d4eea91298ffc1107ee00234e8d2759

Observation 7ef47b29-6122-441d-8a35-dccc22e37277 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 29

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.333246Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.364084Z digest=sha256:eb199a9c3a1a6b036bb67a57d659d3c3a82f6545a31433021f5130d70209b721

Observation b63754db-e144-48d2-a3c5-d06d9350e611 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.317595Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.391059Z digest=sha256:d086b465bd892808cc9b7b9435de220ab7f44cb9578238598ed88de5e0574a15

Observation 3070f99b-fb79-4dc1-865c-38c7a0b9a9c1 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 31

Resolution
verified exact
raw_fallback, observed 2026-08-10T15:33:40.820000Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.422369Z digest=sha256:1cb3cace19038a377c6263d2e8a30d729cdbc0e2d5afefd86f2e7f0f4d314146

Observation dd740cdf-7b0a-4cd8-8b13-51801e373e6f · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.426981Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.426981Z digest=sha256:f242f4e8e23f3bcd81f87fd693c84e86c44268e19ce39927b0a369ccec66d7b3

Observation f389699a-e18f-4b49-9633-04f6a0c2f5df · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 33

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.292432Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.430964Z digest=sha256:9cdb8791dab39dc6ee553e60e1f674af1d83c1d5da2aa5ccd31cdea04c22a6c7

Observation 17d91a4c-72ce-427e-a2bc-5ac9d7411e02 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 34

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.278721Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.435168Z digest=sha256:ec3c4978978a2dd14c38619374cba11c15d6ac369b63de49015bf31c88b4b79f

Observation 6091dce1-b4ec-495c-80ab-0485c113c4d9 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.264205Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.440253Z digest=sha256:f06e60e2b1fb8b0b5b8d7db2014c54c41bf9fd8889f934ab8dd30a4111107d52

Observation a97f4d2a-7497-4223-9cb6-40c2d347d97a · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 36

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.247917Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.444049Z digest=sha256:c1f1715259c28f8d51431bf5f18e73caca5b2728780a4f78da1267a717c98642

Observation 51638c83-420c-4185-9b6c-606c3a2ab8d6 · outbound

This paper cites SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model.

Exploring Finetuned Audio-LLM on Heart Murmur Features SSAMBA: Self-Supervised Audio Representation Learning with Mamba State Space Model

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.448019Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.448019Z digest=sha256:5897d89493fd74d8784f47d8370f5b84280e4861796f709871db226a3cf69851

Observation c77fe41f-9134-4c1a-9732-8af1ef52383a · outbound

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

Exploring Finetuned Audio-LLM on Heart Murmur Features Towards Expert-Level Medical Question Answering with Large Language Models

Reference 38

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.452230Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.452230Z digest=sha256:654a1a74ca5c2ce61e2d5cb35e9a662da940f3e07b7e87409af9239eb6483843

Observation f0e14d1f-4a10-44b7-9413-0bad93067d91 · outbound

This paper cites SALMONN: Towards Generic Hearing Abilities for Large Language Models.

Exploring Finetuned Audio-LLM on Heart Murmur Features SALMONN: Towards Generic Hearing Abilities for Large Language Models

Reference 39

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.456601Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.456601Z digest=sha256:573de2fb093c3111c52e885321834fc7207f36be40135bc4333d06160d346339

Observation b9579414-7f99-42a1-9836-717a629fe684 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 40

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.231020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.461433Z digest=sha256:06989f7551ca263339f7874cfec01d3fed0cd79b234c1dd67d6df70912e303bf

Observation 201dd855-791c-4cc6-9d84-f6d417f30d60 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 41

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.215176Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.466071Z digest=sha256:de390734226f10af9e3f999e2b37f3b7b0aeaf5484d870b56133917dfa5be41f

Observation 6bc0eaf6-4392-4244-9acd-f8e44f5ef2bc · outbound

This paper cites ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation.

Exploring Finetuned Audio-LLM on Heart Murmur Features ClinicalGPT: Large Language Models Finetuned with Diverse Medical Data and Comprehensive Evaluation

Reference 42

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.470664Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.470664Z digest=sha256:030fec65b90f07e08a81262e4d1b07e3c42807f432ee3cd4c928796bea0448ff

Observation 047abe94-c84c-4f62-b43d-43b727ec26f5 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 43

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.200140Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.475358Z digest=sha256:1be77c59de252aa95d265e3be0cbdf7d999a2b85cf8c04ecd6c6a3d7c02e69d7

Observation 1b2a5212-f599-455f-9a03-73d33905e297 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 44

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.184164Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.480654Z digest=sha256:85ca1a237a595271e65b987e326cda738977489fae6ea6cbc5d7fa70766a4e2c

Observation 8859df29-1410-4683-b787-4e2c12eb8a41 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 45

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.168360Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:40.485632Z digest=sha256:5e91bdf369772c1a564976dbd52216681762abbe80625e41987e83bb960ebb49

Observation 248f7418-6059-4c3d-a54e-1c25c44a0fce · outbound

This paper cites LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them.

Exploring Finetuned Audio-LLM on Heart Murmur Features LLMs for Doctors: Leveraging Medical LLMs to Assist Doctors, Not Replace Them

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.490768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.490768Z digest=sha256:2399baadd9375b52daaf2bb05e345ef54a56371f7ecdd911c0a142e820bef118

Observation 1999e961-6b4d-4176-a107-9150c9787608 · outbound

This paper cites Qwen2 Technical Report.

Exploring Finetuned Audio-LLM on Heart Murmur Features Qwen2 Technical Report

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.495199Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.495199Z digest=sha256:beb511fbe17e9cca0a280ce85b6259af7c31b6485e5e7e08141a19a7b8e9f5e6

Observation cb44b8c0-9d1e-402c-9649-fcde1b2d4f46 · outbound

This paper cites HuatuoGPT, towards Taming Language Model to Be a Doctor.

Exploring Finetuned Audio-LLM on Heart Murmur Features HuatuoGPT, towards Taming Language Model to Be a Doctor

Reference 48

Resolution
unresolved
no resolver link, observed 2026-08-10T15:33:40.499376Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-10T15:33:40.499376Z digest=sha256:0763a9bf63d966709f1f020961f6e8c5ccef41a9a6c50c869ce04c8e1a5db7e9

Observation d9c0e482-233b-4107-99dd-7795d1e633d0 · outbound

This paper cites an unresolved cited work.

Exploring Finetuned Audio-LLM on Heart Murmur Features Unresolved cited work

Reference 2020

Resolution
unresolved
raw_fallback, observed 2026-08-10T15:33:41.534342Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

source=pdf_text observed=2026-08-10T15:33:39.513694Z digest=sha256:0c75b493b701d123e7dec7bdc96f1c0adb703a14fc982e8f4c3c3da5cc2548ef

Pith citing papers

No inbound Pith citation observations are available.