Paper Citation Record · LEDGER

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis

As of 22 August 2026, this Paper Citation Record lists 30 of 30 outbound references and 0 inbound Pith citation observations for arXiv:2501.13277.

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

pith.paper-citation-record.v1
2501.13277 v1

Coverage vector

measured 30 of 30 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T16:22:07.666953Z

measured 30 of 30 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

30 of 30 outbound references displayed

verified exact0
verified fuzzy26
unresolved3
parse uncertain1
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 2f1c41e2-5f02-4152-86de-27025bd6787a · outbound

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

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis A simple framework for contrastive learning of visual representations

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.663378Z

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 cb43008e-12ff-4d87-8cd4-bd1a702529d7 · outbound

This paper cites Nature biomedical engineering, 2021.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Nature biomedical engineering, 2021

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.643213Z

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 0f5ce4f9-970b-4f6a-b60f-eddc4976e5f0 · outbound

This paper cites TabNet: Attentive Interpretable Tabular Learning.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis TabNet: Attentive Interpretable Tabular Learning

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-10T16:22:07.461027Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cf621363-85a2-4c45-b365-8ed266eb62c5 · outbound

This paper cites Nature Medicine, 2022.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Nature Medicine, 2022

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.624095Z

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 71786f09-105d-44b0-ad8d-d428ac816c9a · outbound

This paper cites Nature Medicine, 2024.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Nature Medicine, 2024

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.601795Z

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 c6b680ab-a4e0-4f5e-a4a7-3a40392746e1 · outbound

This paper cites an unresolved cited work.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Unresolved cited work

Reference 6

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:08.572011Z

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 62cc32ad-5afa-40c7-9fec-1e4c9072f3c3 · outbound

This paper cites medRxiv, 2024: p.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis medRxiv, 2024: p

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.520389Z

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 d56b144d-3d47-4aa6-8a9a-1c3f9e055cf7 · outbound

This paper cites npj Precision Oncology, 2024.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis npj Precision Oncology, 2024

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.503817Z

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 2bbf3f52-5c9b-4087-ba76-8b67eac32296 · outbound

This paper cites Yuan, and K.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Yuan, and K

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.471214Z

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 de843eac-7ab0-4072-bdf7-fcb7c0f5ec2b · outbound

This paper cites Lathrop, and T.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Lathrop, and T

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.448905Z

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 24b9ed4f-fb7d-4300-9b36-6fde0e624a17 · outbound

This paper cites Tomczak, and M.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Tomczak, and M

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.420075Z

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 0460b088-a32a-43a5-bc5b-446839f4c443 · outbound

This paper cites Efficient multiple instance metric learning using weakly supervised data.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Efficient multiple instance metric learning using weakly supervised data

Reference 12

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.398095Z

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 77b9ba6d-5091-4235-a761-875915c8c150 · outbound

This paper cites Li, and K.W.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Li, and K.W

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.374161Z

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 71d07ce3-8d02-4b47-aac8-4f15ea4e21ea · outbound

This paper cites Smooth attention for deep multiple instance learning: Application to ct intracranial hemorrhage detection.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Smooth attention for deep multiple instance learning: Application to ct intracranial hemorrhage detection

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.341192Z

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 54c97d87-5fb9-4535-a698-719cf7131099 · outbound

This paper cites Medical & Biological Engineering & Computing, 2022.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Medical & Biological Engineering & Computing, 2022

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.312969Z

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 c617c05a-2a58-4170-b7b9-bf1f59b9344d · outbound

This paper cites IEEE transactions on medical imaging, 2020.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis IEEE transactions on medical imaging, 2020

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.282886Z

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 4250a01a-c554-4766-a712-7694144b7865 · outbound

This paper cites Momentum contrast for unsupervised visual representation learning.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Momentum contrast for unsupervised visual representation learning

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.257301Z

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 7e54c1ea-8546-42b9-8811-3e2d29bf1cb2 · outbound

This paper cites Advances in neural information processing systems, 2019.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Advances in neural information processing systems, 2019

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.230367Z

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 c9d535f1-8f5a-4e84-af6c-b096c9254b5e · outbound

This paper cites Hassan, and G.K.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Hassan, and G.K

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.200717Z

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 e1d0e5d5-8758-49a7-9e48-4da03595aadf · outbound

This paper cites Crossclr: Cross-modal contrastive learning for multi-modal video representations.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Crossclr: Cross-modal contrastive learning for multi-modal video representations

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.163623Z

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 e9d11279-9955-415d-9def-1e21fba34ff6 · outbound

This paper cites Contig: Self-supervised multimodal contrastive learning for medical imaging with genetics.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Contig: Self-supervised multimodal contrastive learning for medical imaging with genetics

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.145677Z

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 855c30a3-8083-4bbc-95c5-7e295787be91 · outbound

This paper cites Transcriptomics-guided slide representation learning in computational pathology.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Transcriptomics-guided slide representation learning in computational pathology

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.122734Z

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 c2076eb2-cde7-4e3d-88d0-50e711ecb3a2 · outbound

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

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Learning transferable visual models from natural language supervision

Reference 23

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.100188Z

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 5df48eaa-1984-460a-aec2-3cfb0d0e3f9a · outbound

This paper cites Menten, and D.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Menten, and D

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.072216Z

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 24488012-4549-4027-85b6-fde7f09946e8 · outbound

This paper cites Contrastive learning of medical visual representations from paired images and text.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Contrastive learning of medical visual representations from paired images and text

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.049518Z

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 98618f20-9a30-42fa-8aa9-10790c864730 · outbound

This paper cites Nature Biomedical Engineering, 2022: p.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Nature Biomedical Engineering, 2022: p

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:08.022453Z

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 6bc7cdd7-29a4-4dbe-ba8a-646e2b92e1fe · outbound

This paper cites IEEE transactions on medical imaging, 2020.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis IEEE transactions on medical imaging, 2020

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:07.998863Z

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 5b4f9839-a21c-4a23-abb2-3b0113213e7e · outbound

This paper cites Visual language pretrained multiple instance zero-shot transfer for histopathology images.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Visual language pretrained multiple instance zero-shot transfer for histopathology images

Reference 28

Resolution: verified fuzzy; raw_fallback, observed 2026-08-10T16:22:07.825176Z

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 e5a1f711-2a0e-464e-81a6-f37fc6c7356b · outbound

This paper cites an unresolved cited work.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Unresolved cited work

Reference 29

Resolution: unresolved; raw_fallback, observed 2026-08-10T16:22:07.783810Z

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 dd30a4be-7842-4d18-a47f-5ee0c0c76c1d · outbound

This paper cites an unresolved cited work.

MEDFORM: A Foundation Model for Contrastive Learning of CT Imaging and Clinical Numeric Data in Multi-Cancer Analysis Unresolved cited work

Reference 2023

Resolution: parse uncertain; raw_fallback, observed 2026-08-10T16:22:08.547258Z

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.