Paper Citation Record · LEDGER

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis

As of 21 August 2026, this Paper Citation Record lists 31 of 31 outbound references and 0 inbound Pith citation observations for arXiv:2506.16742.

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

pith.paper-citation-record.v1
2506.16742 v3

Coverage vector

measured 31 of 31 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-05-19T08:46:28.434129Z

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+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

31 of 31 outbound references displayed

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verified fuzzy30
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cb5c37d4-e484-4c92-bebc-b7346b31f534 · outbound

This paper cites Can we open the black box of ai? Nature News, 538(7623):20.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Can we open the black box of ai? Nature News, 538(7623):20

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.370066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 391ca38e-78c1-4703-bf3f-3496d52cbf81 · outbound

This paper cites Opening the black box of deep neural networks via information.Information Flow in Deep Neural Networks, page 24.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Opening the black box of deep neural networks via information.Information Flow in Deep Neural Networks, page 24

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.333686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation e9bf6a56-93d4-4a1a-9c78-cbe591b9759d · outbound

This paper cites Grad-cam++: General- ized gradient-based visual explanations for deep convolutional networks.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Grad-cam++: General- ized gradient-based visual explanations for deep convolutional networks

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.313024Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 229281b1-240d-4484-82ba-2744679fd44a · outbound

This paper cites Grad-cam: Visual explanations from deep networks via gradient-based localization.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Grad-cam: Visual explanations from deep networks via gradient-based localization

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.241881Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f0791cec-3260-4c1d-903c-953eaf08d09f · outbound

This paper cites Visualizing and understanding convolutional networks.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Visualizing and understanding convolutional networks

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.248522Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 12375ee7-94d4-4e58-9121-dfe9a601fb9b · outbound

This paper cites why should i trust you?.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis why should i trust you?

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.290006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c6e14f65-f223-466a-ac32-53f413f5dd4b · outbound

This paper cites Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Stop explaining black box machine learning models for high stakes decisions and use interpretable models instead

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.360957Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation f0ad1ac6-9041-4d5b-9109-00ca0a90086a · outbound

This paper cites Sanity checks for saliency maps.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Sanity checks for saliency maps

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.265819Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 78eba715-a9aa-441b-a560-a5ff1eb6b6bf · outbound

This paper cites Concept bottleneck models.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Concept bottleneck models

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.355243Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 33320165-1d6a-40f6-824a-24e3c6681d30 · outbound

This paper cites Comprehensible convolutional neural networks via guided concept learning.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Comprehensible convolutional neural networks via guided concept learning

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.286377Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 61713319-0dc6-468a-9e57-bc509cee5d00 · outbound

This paper cites Coherent concept-based explanations in medical image and its application to skin lesion diagnosis.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Coherent concept-based explanations in medical image and its application to skin lesion diagnosis

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.340991Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation da5f1c91-cab3-44f5-84da-4e29a8a627c6 · outbound

This paper cites Interpretable by design: Learning predictors by composing interpretable queries.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Interpretable by design: Learning predictors by composing interpretable queries

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.271614Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0ce61d2b-9e6c-4f25-86c5-44d5a43565e9 · outbound

This paper cites Variational information pursuit for interpretable predictions.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Variational information pursuit for interpretable predictions

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.256016Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 4a0dfebb-319e-4beb-a618-5c38ae2dc4b1 · outbound

This paper cites Bootstrapping variational information pursuit with large language and vision models for interpretable image classification.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Bootstrapping variational information pursuit with large language and vision models for interpretable image classification

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.301508Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 6759c80c-894d-4318-a20f-d3bb25a57249 · outbound

This paper cites An active testing model for tracking roads in satellite images.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis An active testing model for tracking roads in satellite images

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.324922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fe9a9fbc-0552-4fa9-b799-7c61a19c075b · outbound

This paper cites Aleatoric and epistemic uncertainty in machine learning: An introduc- tion to concepts and methods.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Aleatoric and epistemic uncertainty in machine learning: An introduc- tion to concepts and methods

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.345261Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 986bb762-ef93-4ab0-a660-3be0a743f976 · outbound

This paper cites Label-wise aleatoric and epistemic uncertainty quantification.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Label-wise aleatoric and epistemic uncertainty quantification

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.365537Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 223d9872-ce48-4582-8ef1-b54614a10085 · outbound

This paper cites Seeing health with eyes: Feature combination for image-based human bmi estimation.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Seeing health with eyes: Feature combination for image-based human bmi estimation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.297649Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9f83700c-cc49-4f55-bebd-199e3e2066ae · outbound

This paper cites Evidential uncertainty quantification: A variance-based perspective.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Evidential uncertainty quantification: A variance-based perspective

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.321421Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3a68c384-fb53-4fc9-8130-f485306f7232 · outbound

This paper cites Evidential concept embedding models: Towards reliable concept explanations for skin disease diagnosis.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Evidential concept embedding models: Towards reliable concept explanations for skin disease diagnosis

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.305346Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 50442c0e-cab0-43a9-93c0-75d59e353c45 · outbound

This paper cites Probabilistic concept bottleneck models.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Probabilistic concept bottleneck models

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.374254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 51edc6f5-d0a7-4056-a77e-83feb30a98c3 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Learning transferable visual models from natural language supervision

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.317788Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 02e2bab5-ea4b-4828-ae92-cc7624b8ba93 · outbound

This paper cites Label-free concept bottleneck models.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Label-free concept bottleneck models

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.260947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b1f34d58-9575-4dd2-904f-0bf80b7cdec7 · outbound

This paper cites Language in a bottle: Language model guided concept bottlenecks for interpretable image classification.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Language in a bottle: Language model guided concept bottlenecks for interpretable image classification

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.329792Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation ffa6db06-1eae-40d3-a0d4-a23743dbeb98 · outbound

This paper cites A survey of uncertainty in deep neural networks.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis A survey of uncertainty in deep neural networks

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.349875Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 1a2450bf-495c-4bb1-a6c8-1c05ced0788a · outbound

This paper cites Dropout as a bayesian approximation: Representing model uncertainty in deep learning.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Dropout as a bayesian approximation: Representing model uncertainty in deep learning

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.293777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 206c60fe-635d-4aa0-b870-e745a9893506 · outbound

This paper cites Ph 2-a dermoscopic image database for research and benchmarking.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Ph 2-a dermoscopic image database for research and benchmarking

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.277071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation b4075320-d0a5-4d4b-b95f-eb4b00ea1a2d · outbound

This paper cites Seven-point checklist and skin lesion classification using multitask multimodal neural nets.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Seven-point checklist and skin lesion classification using multitask multimodal neural nets

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.337352Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 95060ca6-012e-48bb-9edf-669ef5cc9a9b · outbound

This paper cites Curated benchmark dataset for ultrasound based breast lesion analysis.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Curated benchmark dataset for ultrasound based breast lesion analysis

Reference 29

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.281615Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 0549aba2-f293-4cee-b361-d0e47e214ac3 · outbound

This paper cites Skincon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Skincon: A skin disease dataset densely annotated by domain experts for fine-grained debugging and analysis

Reference 30

Resolution: verified fuzzy; raw_fallback, observed 2026-05-19T08:47:13.309340Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 31b03708-86de-4c35-9a82-ecdbec0263f6 · outbound

This paper cites Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis.

Uncertainty-Aware Information Pursuit for Interpretable and Reliable Medical Image Analysis Concept Complement Bottleneck Model for Interpretable Medical Image Diagnosis

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-19T08:47:12.645510Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Pith citing papers

No inbound Pith citation observations are available.