Paper Citation Record · LEDGER

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor

As of 10 August 2026, this Paper Citation Record lists 28 of 28 outbound references and 2 inbound Pith citation observations for arXiv:2501.12524.

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

pith.paper-citation-record.v1
2501.12524 v3

Coverage vector

measured 28 of 28 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:09:16.456259Z

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:09:16.315539Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T12:23:23.250030Z

Reference resolution

28 of 28 outbound references displayed

verified exact0
verified fuzzy19
unresolved9
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c91883dd-69b7-4fb0-bd50-6eb8e1aad4bb · outbound

This paper cites Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor

Reference 1

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Observation 57f89175-c6ea-4215-8fd1-88b05e471bc9 · outbound

This paper cites Papanikolaou” General Hospital of Thessaloniki (CoCross), totaling 283 videos from 156 pa- tients.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Papanikolaou” General Hospital of Thessaloniki (CoCross), totaling 283 videos from 156 pa- tients

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.917306Z

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This paper cites an unresolved cited work.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Unresolved cited work

Reference 3

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Observation a99e2c31-b968-428a-9c3a-c09c1438570b · outbound

This paper cites an unresolved cited work.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Unresolved cited work

Reference 4

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Observation 750366ec-8312-4b33-840a-97d973a27c15 · outbound

This paper cites an unresolved cited work.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Unresolved cited work

Reference 5

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Observation 1cfe9b38-63b0-4570-851a-4c61c4b5c5ce · outbound

This paper cites A simple framework for contrastive learning of visual representations,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor A simple framework for contrastive learning of visual representations,

Reference 6

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Observation 4b076c20-5a91-4b5d-8a64-f9d787aa7a34 · outbound

This paper cites Lung ultrasound for the early diagnosis of covid- 19 pneumonia: an international multicenter study,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Lung ultrasound for the early diagnosis of covid- 19 pneumonia: an international multicenter study,

Reference 7

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Observation 136ef571-7365-4016-8df6-a0845e09f916 · outbound

This paper cites Deep learning for classification and localization of covid-19 markers in point-of-care lung ultrasound,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Deep learning for classification and localization of covid-19 markers in point-of-care lung ultrasound,

Reference 8

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Observation 6a7eb401-2285-4fe8-897c-fa73be39acef · outbound

This paper cites Modality alignment contrastive learning for severity assessment of covid-19 from lung ultrasound and clinical informa- tion,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Modality alignment contrastive learning for severity assessment of covid-19 from lung ultrasound and clinical informa- tion,

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.799676Z

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Observation b747cce2-470a-418a-a2e3-38f9924934f6 · outbound

This paper cites Weakly Supervised Contrastive Learning for Better Severity Scoring of Lung Ultrasound.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Weakly Supervised Contrastive Learning for Better Severity Scoring of Lung Ultrasound

Reference 10

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Observation 1ca53ba4-8f50-48be-a4c5-8a7d71179571 · outbound

This paper cites Un- supervised learning of visual features by contrasting cluster assignments,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Un- supervised learning of visual features by contrasting cluster assignments,

Reference 11

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Observation 4a1fe7dd-6776-4af6-8264-eca8153e9716 · outbound

This paper cites Nextvlad: An efficient neural network to aggregate frame-level features for large-scale video classification,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Nextvlad: An efficient neural network to aggregate frame-level features for large-scale video classification,

Reference 12

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Observation a186b541-ec04-4c9c-a314-f27234fa91f7 · outbound

This paper cites koray kavukcuoglu, remi munos, and michal valko. bootstrap your own latent-a new approach to self- supervised learning,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor koray kavukcuoglu, remi munos, and michal valko. bootstrap your own latent-a new approach to self- supervised learning,

Reference 13

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Observation ac5a8a3b-c446-40f7-ab68-2a3f80d7d7f9 · outbound

This paper cites Emerging properties in self-supervised vision trans- formers,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Emerging properties in self-supervised vision trans- formers,

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.739774Z

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Observation f1311d30-ff55-4f2d-ab59-2786928ebbff · outbound

This paper cites Recent advancements and applica- tions of deep learning in heart failure: A systematic re- view,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Recent advancements and applica- tions of deep learning in heart failure: A systematic re- view,

Reference 15

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Source-reported events for the cited work

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Observation 8d398e28-d696-48a4-9aed-483b5839b915 · outbound

This paper cites Aggregating local descriptors into a compact image representation,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Aggregating local descriptors into a compact image representation,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.709386Z

Source-reported events for the cited work

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Observation fbaf4f74-274c-4338-b952-61905967148e · outbound

This paper cites Netvlad: Cnn architecture for weakly supervised place recognition,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Netvlad: Cnn architecture for weakly supervised place recognition,

Reference 17

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Observation fc92cebb-1446-4a34-a2e0-bbd23cd05fe9 · outbound

This paper cites Transmed: Trans- formers advance multi-modal medical image classifica- tion,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Transmed: Trans- formers advance multi-modal medical image classifica- tion,

Reference 18

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Observation 6ec5a7f5-fb24-4c99-89f8-1e463662f6e9 · outbound

This paper cites Quo vadis, ac- tion recognition? a new model and the kinetics dataset,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Quo vadis, ac- tion recognition? a new model and the kinetics dataset,

Reference 19

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Observation b0776493-8bd0-45e8-9713-25ab225ccfaf · outbound

This paper cites Long short-term memory,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Long short-term memory,

Reference 20

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Observation 873ccaf1-d622-430b-9a79-33e9d1b413f6 · outbound

This paper cites COVIDx-US -- An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analytics.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor COVIDx-US -- An open-access benchmark dataset of ultrasound imaging data for AI-driven COVID-19 analytics

Reference 21

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Observation d999cbc9-f8a8-4605-a81a-7b9cdbcaff80 · outbound

This paper cites Integrated lung ultrasound score for early clinical decision-making in patients with covid-19: results and implications,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Integrated lung ultrasound score for early clinical decision-making in patients with covid-19: results and implications,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.635591Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.

Observation 93f1c8b8-5956-4c77-8d29-6870e9caa987 · outbound

This paper cites Attention is all you need,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Attention is all you need,

Reference 23

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Observation f64d25f3-bc11-4684-afa1-f7620787c83a · outbound

This paper cites Ctranscnn: Com- bining transformer and cnn in multilabel medical image classification,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Ctranscnn: Com- bining transformer and cnn in multilabel medical image classification,

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.592258Z

Source-reported events for the cited work

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Observation 3b8821c0-d456-4f8a-96f4-dad951299033 · outbound

This paper cites Medvit: a robust vision transformer for generalized medical image classification,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Medvit: a robust vision transformer for generalized medical image classification,

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.576925Z

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Observation 6c705c4c-793a-4052-87b0-14ecfd442370 · outbound

This paper cites Mo- mentum contrast for unsupervised visual representation learning,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor Mo- mentum contrast for unsupervised visual representation learning,

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.561069Z

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Observation ac51c52d-550b-43da-b45f-8f8aff73dd8d · outbound

This paper cites All about vlad,.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor All about vlad,

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.543684Z

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Observation 100af993-2eef-4caa-86ad-7d09e3fe616c · outbound

This paper cites 3, we present several attention map visualizations from the finetuned backbone.

Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor 3, we present several attention map visualizations from the finetuned backbone

Reference 50

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T17:09:16.873322Z

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Pith citing papers

Observation c91883dd-69b7-4fb0-bd50-6eb8e1aad4bb · inbound