Paper Citation Record · LEDGER

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis

As of 21 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2412.02012.

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

pith.paper-citation-record.v1
2412.02012 v3

Coverage vector

measured 29 of 29 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-12T00:04:09.386110Z

measured 29 of 29 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+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

29 of 29 outbound references displayed

verified exact8
verified fuzzy0
unresolved12
parse uncertain0
malformed identifier1
metadata mismatch8

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8bb65a69-395f-4376-8d5b-1e805cdd1259 · outbound

This paper cites 3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis 3D U-Net for segmentation of COVID-19 associated pulmonary infiltrates using transfer learning: State-of-the-art results on affordable hardware

Reference 2

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T00:05:08.917065Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 6d926c0c-b9aa-4b11-9dc8-4fbb24fbc2d4 · outbound

This paper cites Joseph Paul Cohen, Paul Bertin, and Vincent Frappier.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Joseph Paul Cohen, Paul Bertin, and Vincent Frappier

Reference 4

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T00:05:08.886562Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 53e75606-614a-4bd4-bf11-77c9adbe5ced · outbound

This paper cites Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:05:08.791030Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 63b5582e-42f0-4a7d-b568-9f2422216bbe · outbound

This paper cites An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.292014Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ddf1eaac-27a7-417f-9b2c-66b116fc5e9a · outbound

This paper cites COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis COVID-19 identification from volumetric chest CT scans using a progressively resized 3D-CNN incorporating segmentation, augmentation, and class-rebalancing

Reference 8

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T00:05:08.762974Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 05a55359-1cf3-4db5-988b-8a7612cd62c3 · outbound

This paper cites Maximilian Ilse, Jakub M.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Maximilian Ilse, Jakub M

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.302159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2948c4fe-1ae4-4a1e-8a91-621e3efabe55 · outbound

This paper cites Xiaoming Liu, Quan Yuan, Yaozong Gao, Kelei He, Shuo Wang, Xiao Tang, Jinshan Tang, and Dinggang Shen.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Xiaoming Liu, Quan Yuan, Yaozong Gao, Kelei He, Shuo Wang, Xiao Tang, Jinshan Tang, and Dinggang Shen

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.314957Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 98c01415-08f1-46dd-9ddc-882e1405a831 · outbound

This paper cites doi: https://doi.org/10.1016/j.patcog.2021.108341.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis doi: https://doi.org/10.1016/j.patcog.2021.108341

Reference 13

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T00:05:08.732657Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation eb7c2fa2-3fd9-45a6-a030-4c80dc245c7b · outbound

This paper cites The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.327888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f0337057-5466-4456-9086-cf2b534221cc · outbound

This paper cites MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis MosMedData: Chest CT Scans With COVID-19 Related Findings Dataset

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.332284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 841b383f-7c55-4c56-9e6f-3b64f05843e3 · outbound

This paper cites From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational Pathology.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis From Whole-slide Image to Biomarker Prediction: A Protocol for End-to-End Deep Learning in Computational Pathology

Reference 17

Resolution: verified exact; local_arxiv, observed 2026-08-12T00:05:07.974719Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 4675a181-5066-4fb2-a560-ca358616596e · outbound

This paper cites Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Weakly Supervised Joint Whole-Slide Segmentation and Classification in Prostate Cancer

Reference 19

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T00:05:07.957223Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 353f292e-9ced-4b95-85f9-39e9bae47a56 · outbound

This paper cites URL http://dx.doi.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis URL http://dx.doi

Reference 21

Resolution: verified exact; doi, observed 2026-08-12T00:04:09.449570Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 14a5ad3d-9522-457b-b7ce-db15bc8e95a3 · outbound

This paper cites URL https://doi.org/10.1016/j.compbiomed.2022.106033.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis URL https://doi.org/10.1016/j.compbiomed.2022.106033

Reference 22

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T00:05:07.925033Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation f05fe782-f557-42c3-8faf-4f6a2e4753c8 · outbound

This paper cites TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.361851Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 13a1404b-9c2f-4e2c-be63-afd0c938e654 · outbound

This paper cites Attention Is All You Need.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Attention Is All You Need

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.365432Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c5c3d09b-57e7-41e2-bbe0-88f806b58e1d · outbound

This paper cites an unresolved cited work.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Unresolved cited work

Reference 25

Resolution: verified exact; doi, observed 2026-08-12T00:04:09.434624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 95d2f593-8b91-4e20-9408-40ab90bc31a8 · outbound

This paper cites Eugene Vorontsov, Alican Bozkurt, Adam Casson, George Shaikovski, Michal Zelechowski, Kristen Severson, Eric Zimmermann, James Hall, Neil Tenenholtz, Nicolo Fusi, et al.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Eugene Vorontsov, Alican Bozkurt, Adam Casson, George Shaikovski, Michal Zelechowski, Kristen Severson, Eric Zimmermann, James Hall, Neil Tenenholtz, Nicolo Fusi, et al

Reference 26

Resolution: verified exact; doi, observed 2026-08-12T00:04:09.420988Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 19e9d5cd-0f68-4c65-8ee2-7644b7c692d1 · outbound

This paper cites doi: https://doi.org/10.1016/ j.media.2023.102771.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis doi: https://doi.org/10.1016/ j.media.2023.102771

Reference 27

Resolution: malformed identifier; no resolver link, observed 2026-08-12T00:04:09.378212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation be9bcb8e-bf7c-4b83-a0ea-f6a44f207f7e · outbound

This paper cites doi: https://doi.org/10.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis doi: https://doi.org/10

Reference 28

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-12T00:04:37.797224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation fe2dfdc8-236d-4c5c-817a-f60a68fc08cc · outbound

This paper cites doi: 10.1109/jbhi.2021.3066832.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis doi: 10.1109/jbhi.2021.3066832

Reference 29

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-12T00:04:23.708767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation bb211a05-ce9a-4101-8ba9-14e0be755347 · outbound

This paper cites an unresolved cited work.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Unresolved cited work

Reference 1979

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.341004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d71fc23-760a-442b-a10d-5befc3f0cc99 · outbound

This paper cites U-Net: Convolutional Networks for Biomedical Image Segmentation.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis U-Net: Convolutional Networks for Biomedical Image Segmentation

Reference 2015

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.349913Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0f3981e6-a068-4f89-85e8-9a64b63fd733 · outbound

This paper cites DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs

Reference 2017

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.272529Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 29529f16-d14b-4c58-a082-40837d650b08 · outbound

This paper cites Attention-based Deep Multiple Instance Learning.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Attention-based Deep Multiple Instance Learning

Reference 2018

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.307006Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 02d4f2b8-6eda-4397-bae0-8b6547b8124e · outbound

This paper cites Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System

Reference 2020

Resolution: metadata mismatch; local_arxiv, observed 2026-08-12T00:05:08.806294Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 00408ccf-d260-4172-9a12-623470f332db · outbound

This paper cites BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis BRACS: A Dataset for BReAst Carcinoma Subtyping in H&E Histology Images

Reference 2021

Resolution: unresolved; no resolver link, observed 2026-08-12T00:04:09.262491Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 95994d6e-817e-4775-befe-5a67310716e4 · outbound

This paper cites Available at SSRN: https://ssrn.com/abstract=4230902 or http://dx.doi.org/10.2139/ssrn.4230902.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis Available at SSRN: https://ssrn.com/abstract=4230902 or http://dx.doi.org/10.2139/ssrn.4230902

Reference 2022

Resolution: verified exact; doi, observed 2026-08-12T00:04:09.481992Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 965685a0-7c23-48bb-889e-ac603bbeb005 · outbound

This paper cites doi: https://doi.org/10.1016/j.patcog.2023.109861.

INSIGHT: Explainable Weakly-Supervised Medical Image Analysis doi: https://doi.org/10.1016/j.patcog.2023.109861

Reference 2023

Resolution: metadata mismatch; raw_fallback, observed 2026-08-12T00:05:08.642527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Pith citing papers

No inbound Pith citation observations are available.