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Paper Citation Record · LEDGER

Exploring Finetuned Audio-LLM on Heart Murmur Features

As of 11 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 2026-08-11T06:34:44.6726+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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.439072Z digest=sha256:051656a31a3a6bb1a0bb9dbcafaf4386bfb443ad389b0b6b5fd9a5f241a2b5ba

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.471105Z digest=sha256:792c46e2b3b56de214eb00a1278a8bab8bb03f6a29b0cdb6b8378912005dbec5

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:b35619597b3f1ceb09283ef00cf8885f2c0d6aa484ac09f6ded1574c9668fe99

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.570497Z digest=sha256:f091d5f668796a4c57d540d6a3032f3e7b29997e8e63c11dea9328476c977b19

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=sha256:12152a33b420f9d9b2f22dee812c23ca2a219255bb92fd6a11c7b3e2d07460f2

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=sha256:369682f3738b1d5c5e9b74351be571895641c80a76b9e371a9b70aa38ee921f7

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:b9473348ab97216af5a166d88fefed49b7cdfec44e814dc5adb6dd62b3c165a8

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.696124Z digest=sha256:b85c9fbacc95332d84c73f92f2eb476c129f8191214009e7e6ea8d1a94b67080

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.719134Z digest=sha256:0662ecfff8a6181e49270027e9f3ef4856a63c33e35d8ec6ede18cae0da15c4f

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=sha256:9f21e6662475f539e28a7903d4d2bc57293f7898e1d90343aab30bd1c9bdf3fa

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:bf0ba624e82a11e1baae7498f4b69b4e1b4971ac2bbc6fd1aca9a8fcd6a0c4f1

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.851698Z digest=sha256:041e7f6438ce13ef20f877733fb9adf6054ffb9fbbf677e8c25b42c5a8be1581

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.873715Z digest=sha256:4f18ff314758e9bda87d2fb451946e9ed1f6b65dbac1271aa23d2cb368abe560

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.901837Z digest=sha256:1168539e58c2d39b63b35f50044ddc9587b9584d89a2ebcb7fa56b97167368ff

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.930074Z digest=sha256:dadb54b0d0f4fd163cf544afd8e94640b885afff41bcf9a77d820e591cb1e743

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.956204Z digest=sha256:e62579f4fdbda6f492b06aff420599ceec930dc222cf6dc2a7d7bfd7b69b37d5

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=sha256:3e94b61ba5be53ef823e0d44398b219177d834c2ba7759e8ff4ce7aeb5adc069

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.077073Z digest=sha256:6109c31f14214c420885eb4bb1c97aa9606e249f721b3685408811895ab24129

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.090104Z digest=sha256:c2b3413e898aaa27215a92308952904e92b408038d9b5170f15630413cc9050f

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:ce06d98eb37f631e4359b900cbec39601ce2bbe560778cb91223ac05d4563fca

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.113633Z digest=sha256:c2d5eb68477606e18b0a9934528c194192606d9deda80066da29700d14af89ca

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.122974Z digest=sha256:39bda13b937d91c3124ada9becd51ea093e5fa70367af1bb67f2a03ec87a2a22

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=sha256:85124d43edf14cd4bc66d06aa7efa59d830e0b0234e5235ed553dff3c01cedfd

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.175126Z digest=sha256:68d82482f9cde52e99d47747b8ce401d492d1bd42de03aec6461a551c107689a

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.256530Z digest=sha256:fccbdf4855ad0e89134d7739a027a4f9f46a4152491fe1667a25259088467b5e

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=sha256:910f3706313fd6c10397421b8210a7b8ef3bf01255c5807ce60b8d5ecd4eb952

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.309662Z digest=sha256:8e25af555f96ce697bd24b1c168195cb0b351091cca28c74a294a571c3c7b61c

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.339621Z digest=sha256:20fe27e31a4f1bec87bc33dab8e0a94735ed1cc1914115bc2fa81f2f5624af84

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.364084Z digest=sha256:7f710ad85570d0105d8f96b36e0cb3a52cdf14e0490399340be6393869356397

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.391059Z digest=sha256:5fba3ca31119469e1c2edcb49459c914a82613aefb6766676a3ddc1526f40fda

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.422369Z digest=sha256:7ce8ef197a137ba86749580ae99188313224449445f0e5256f74ccad78c0e1b9

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=sha256:889db2df441f039a02507cfa3a066c4ee39fc05fd04d565935e2d57241fa9f06

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.430964Z digest=sha256:3c38344453924d2b8b102f0cea7a2aafb8108a48ad36fca3b9fd2e1b9a837a43

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.435168Z digest=sha256:98053950c8562cb786bb58c8c34bd67d6da6aa37e5c569e1d05c2dc36f1df3c4

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.440253Z digest=sha256:ccb56f437268f17d07b9ca80534fbda3be500ff4eecd9c63ee9a3eee562ef1f4

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.444049Z digest=sha256:06af1e8a5d3d480c535ed30f1334533da3c161b5f01e743fecf2ec177d3dc70f

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:a7b464a8dc6b3d69af6501b82180b629047dd3a8e49e09e3ad051bdf210b93a2

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=sha256:2c41083eb43b65ac3fb51dd39e4a4f585460c8fee64c0b12ff52bce84afd1fba

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:a9f4725f1a718291b8cc3bf44cd2d988ef6c3152e00e683bb73c48604b5c332b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.461433Z digest=sha256:ae78222a789c9093332b1a825f4919108f248353330c1ad1e80f87271e6a3731

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.466071Z digest=sha256:65729b8e4fc437e400a4c5addb433dd40502239d3b42bfab99cd6cc0c467d958

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:d92b572d8442adbd89b3dc159be3b3a58c227489cfa2b97e0e8f5cf0278b8f57

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.475358Z digest=sha256:9b1324465f82e6c71316f7cb2292ef6b6c2c0d6dabb5e8b7f737131f781d556d

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.480654Z digest=sha256:29cfe623aa809cf4c71fe454c269ebb3061b4b0d690dd21615ed215db29393ec

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:40.485632Z digest=sha256:f5d3bb0926864d43a7cda8b78ccf9644868886d1c2f5e4f3a15070b18e001adc

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=sha256:4a39e08e8e93d87eedee2b9e14fd86a65b931e1deb4605fe14d32e081a22635c

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=sha256:2e54940ef574d9eb90151e208796873f16731ea387a5865449eba7ef224681c7

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:c077366150f217d3f8c1ca15f6b4edbb0c3aba9dd06444893cae4988f349da5b

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 2026-08-11T06:34:44.6726+00:00.

source=pdf_text observed=2026-08-10T15:33:39.513694Z digest=sha256:42dfb3a4b9480420563a6a29867533b9ac8b3c1b1e3e9ea0217f649b7869b7ec

Pith citing papers

No inbound Pith citation observations are available.