Paper Citation Record · LEDGER

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance

As of 7 August 2026, this Paper Citation Record lists 38 of 38 outbound references and 0 inbound Pith citation observations for arXiv:2508.21263.

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

pith.paper-citation-record.v1
2508.21263 v1

Coverage vector

measured 38 of 38 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-05T14:31:00.531080Z

measured 38 of 38 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+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

38 of 38 outbound references displayed

verified exact9
verified fuzzy7
unresolved12
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation de61fdd3-4a2a-437c-aec3-d422241a9202 · outbound

This paper cites an unresolved cited work.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Unresolved cited work

Reference 1

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.151716Z

Source-reported events for the cited work

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Observation 0063ea1d-4024-4266-b73d-0d76d27fffa6 · outbound

This paper cites A Survey of Deep Active Learning.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance A Survey of Deep Active Learning

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-05T14:30:57.291301Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb5747b7-d1a2-4bda-9773-04bf19c09e25 · outbound

This paper cites Active Learning on Medical Image.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Active Learning on Medical Image

Reference 3

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:31:02.988253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 7e3234af-a745-4799-bfa8-96a900a86ffe · outbound

This paper cites Onita, Active learning based on transfer learning techniques for text classification, IEEE Access 11 (2023) 28751-28761.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Onita, Active learning based on transfer learning techniques for text classification, IEEE Access 11 (2023) 28751-28761

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T14:31:02.973429Z

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Observation 4431425f-6280-4a19-8544-6e1a0100c747 · outbound

This paper cites Buchert, N.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Buchert, N

Reference 5

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T14:31:02.888897Z

Source-reported events for the cited work

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Observation 5e72e26b-0dac-4fe0-889e-388ef90e491a · outbound

This paper cites Abbas, S.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Abbas, S

Reference 6

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T14:31:02.813743Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation f49be84d-ca0e-4e4e-af87-835a1984a9d4 · outbound

This paper cites Mahmood, A.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Mahmood, A

Reference 7

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T14:31:02.735362Z

Source-reported events for the cited work

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Observation 995e970f-fd4e-454e-8ccd-76ad8d123a22 · outbound

This paper cites Deep Active Learning in the Presence of Label Noise: A Survey.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Deep Active Learning in the Presence of Label Noise: A Survey

Reference 8

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:31:02.658918Z

Source-reported events for the cited work

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Observation 89349637-dd6d-4977-95ba-d40c7353921c · outbound

This paper cites an unresolved cited work.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Unresolved cited work

Reference 9

Resolution: verified exact; doi, observed 2026-08-05T14:31:01.693373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5106de75-9452-4c65-9338-38f2a7f18fc1 · outbound

This paper cites Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Improved Algorithm for Deep Active Learning under Imbalance via Optimal Separation

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-05T14:30:58.160879Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation af3512ea-92e6-4509-96b6-ff8e976bf113 · outbound

This paper cites Varoquaux, V.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Varoquaux, V

Reference 11

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This paper cites Candemir, X.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Candemir, X

Reference 12

Resolution: verified exact; doi, observed 2026-08-05T14:31:01.476436Z

Source-reported events for the cited work

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Observation 69072e5c-e8a1-4035-8d28-5832c91e52ea · outbound

This paper cites an unresolved cited work.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Unresolved cited work

Reference 13

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.140985Z

Source-reported events for the cited work

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Observation 324914ca-136a-481a-b280-cbcd7e233643 · outbound

This paper cites Nazir, R.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Nazir, R

Reference 14

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T14:31:02.629054Z

Source-reported events for the cited work

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Observation b0d4b581-8e0c-496d-a964-cd06fb988758 · outbound

This paper cites Zandehshahvar, M.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Zandehshahvar, M

Reference 15

Resolution: verified exact; doi, observed 2026-08-05T14:31:01.224284Z

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Observation 5fa07c35-7a04-4ad7-8a19-de6877951903 · outbound

This paper cites van Assen, M.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance van Assen, M

Reference 16

Resolution: verified exact; doi, observed 2026-08-05T14:31:03.129676Z

Source-reported events for the cited work

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Observation a2226a16-0157-4a6a-a72c-ad1b2c0406be · outbound

This paper cites Zandehshahvar, M.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Zandehshahvar, M

Reference 17

Resolution: verified exact; doi, observed 2026-08-05T14:31:01.035074Z

Source-reported events for the cited work

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Observation a6d68c2e-7a31-416e-bf18-0cdf835a18ea · outbound

This paper cites Zandehshahvar, M.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Zandehshahvar, M

Reference 18

Resolution: verified exact; doi, observed 2026-08-05T14:31:00.758907Z

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Observation 4758ddf4-e710-4647-b505-9e82bc21a1c5 · outbound

This paper cites Deep Residual Learning for Image Recognition.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Deep Residual Learning for Image Recognition

Reference 19

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This paper cites Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-05T14:30:59.254041Z

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Observation 81ffbb77-7708-4d9b-aaab-8a074c89629b · outbound

This paper cites Srivastava, G.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Srivastava, G

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.118997Z

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Observation 8f9e527b-ab33-4003-86a8-0c392d66a88b · outbound

This paper cites Schohn, D.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Schohn, D

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.108492Z

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Observation 3a3daae1-db67-468e-8825-ba5f97300b67 · outbound

This paper cites an unresolved cited work.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Unresolved cited work

Reference 23

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.097795Z

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Observation c806eadc-2081-4d34-8edf-87af78f4fdef · outbound

This paper cites BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance BatchBALD: Efficient and Diverse Batch Acquisition for Deep Bayesian Active Learning

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-05T14:30:59.572348Z

Source-reported events for the cited work

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Observation d0825e8c-fa0e-44fd-a050-b7dc9b0fb313 · outbound

This paper cites Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Bayesian SegNet: Model Uncertainty in Deep Convolutional Encoder-Decoder Architectures for Scene Understanding

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-05T14:30:59.636930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation daddf68e-4ef3-4638-87a3-181af2bea985 · outbound

This paper cites Culotta, A.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Culotta, A

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.087462Z

Source-reported events for the cited work

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Observation 1e77bdf1-7bcf-454a-a089-0a31a7df5e37 · outbound

This paper cites Scheffer, C.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Scheffer, C

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.075765Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 2c86c853-8539-408c-a6db-45f5aae03018 · outbound

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Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Unresolved cited work

Reference 28

Resolution: unresolved; raw_fallback, observed 2026-08-05T14:31:03.064978Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation e7c6d018-0da5-42da-850f-71d029e9eec1 · outbound

This paper cites Jamshidi, A.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Jamshidi, A

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-05T14:30:59.906637Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1bc73fca-8b59-4290-801a-77f0bacca844 · outbound

This paper cites Kothawade, A.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Kothawade, A

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.053891Z

Source-reported events for the cited work

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Observation 31314c6c-fdeb-4202-af26-6ad31b5a3dfa · outbound

This paper cites an unresolved cited work.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Unresolved cited work

Reference 31

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T14:31:02.414754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 5954a586-aa92-457a-8717-00cdb7d34473 · outbound

This paper cites Hwang, J.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Hwang, J

Reference 32

Resolution: metadata mismatch; raw_fallback, observed 2026-08-05T14:31:02.260889Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation a16db3b4-f19e-448f-9044-2ed0dddce940 · outbound

This paper cites Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Efficient Active Learning for Image Classification and Segmentation using a Sample Selection and Conditional Generative Adversarial Network

Reference 33

Resolution: verified exact; local_arxiv, observed 2026-08-05T14:31:02.068273Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 71ee56e5-3424-4709-9e38-73cd4fe03b34 · outbound

This paper cites Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Label-Efficient Deep Learning in Medical Image Analysis: Challenges and Future Directions

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-05T14:31:00.249963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15e245c8-8ecc-479e-93c4-8f7938079764 · outbound

This paper cites Galbusera, A.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Galbusera, A

Reference 35

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T14:31:03.043484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation ed80d16f-0839-419f-a5fb-87af39720bad · outbound

This paper cites Formally, let Dpool = {x1, x2,.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Formally, let Dpool = {x1, x2,

Reference 36

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.033054Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 6000e832-56ec-4a0f-88d7-4a135aa97c72 · outbound

This paper cites Random Sampling Random Sampling selects data points uniformly at random from the unlabeled pool, Dpool.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Random Sampling Random Sampling selects data points uniformly at random from the unlabeled pool, Dpool

Reference 37

Resolution: verified fuzzy; raw_fallback, observed 2026-08-05T14:31:03.021451Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Observation 0b233d8d-e497-4859-9d5a-1d608f8076e8 · outbound

This paper cites Corresponds to Figure 5.

Deep Active Learning for Lung Disease Severity Classification from Chest X-rays: Learning with Less Data in the Presence of Class Imbalance Corresponds to Figure 5

Reference 38

Resolution: malformed identifier; raw_fallback, observed 2026-08-05T14:31:03.009996Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.

Pith citing papers

No inbound Pith citation observations are available.