Paper Citation Record · LEDGER

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks

As of 7 August 2026, this Paper Citation Record lists 18 of 18 outbound references and 2 inbound Pith citation observations for arXiv:2505.17643.

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

pith.paper-citation-record.v1
2505.17643 v1

Coverage vector

measured 18 of 18 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T14:46:38.161877Z

measured 20 of 20 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 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-02T16:08:01.976149Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-10T06:26:27.429452Z

Reference resolution

18 of 18 outbound references displayed

verified exact1
verified fuzzy8
unresolved9
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation c04f50c8-3e78-4236-a6fa-4668f5468ef3 · outbound

This paper cites Tabnet: Attentive interpretable tabular learning.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Tabnet: Attentive interpretable tabular learning

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:40.171451Z

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 cbc251c0-2c34-4bc5-b187-4566d6a5c52f · outbound

This paper cites Longformer: The Long-Document Transformer.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Longformer: The Long-Document Transformer

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:36.875090Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9c0fdca-b6f1-4065-944a-773351421843 · outbound

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

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks A simple framework for contrastive learning of visual representations

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:36.978767Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9fd3cb4d-54cb-4957-ac4c-19db23c27f67 · outbound

This paper cites Best of both worlds: Multimodal contrastive learning with tabular and imaging data.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Best of both worlds: Multimodal contrastive learning with tabular and imaging data

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:39.904909Z

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 bfbc331a-9fc0-412f-b1bb-ed7536cd38eb · outbound

This paper cites Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Creating an automated trigger for sepsis clinical decision support at emergency department triage using machine learning

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:39.617681Z

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 298b66f8-608d-49a5-839d-a0d73ab0df68 · outbound

This paper cites Gloria: A multimodal global-local representation learning framework for label-efficient medical image recognition.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Gloria: A multimodal global-local representation learning framework for label-efficient medical image recognition

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:39.360964Z

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 e98cd5ed-1b18-4de5-acfe-ef4ca08094d2 · outbound

This paper cites TabTransformer: Tabular Data Modeling Using Contextual Embeddings.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks TabTransformer: Tabular Data Modeling Using Contextual Embeddings

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:37.413880Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 68c689b7-97eb-4412-b69e-56b0a92c86fc · outbound

This paper cites Improving joint learning of chest x-ray and radiology report by word region alignment.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Improving joint learning of chest x-ray and radiology report by word region alignment

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:39.083447Z

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 69822c0e-85cf-4c2d-acef-1062086aea4e · outbound

This paper cites Mimic-iv, a freely accessible electronic health record dataset.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Mimic-iv, a freely accessible electronic health record dataset

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:37.585967Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55471b85-008b-423b-895d-891459ce63eb · outbound

This paper cites Multimodal pretraining of medical time series and notes.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Multimodal pretraining of medical time series and notes

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:38.977437Z

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 82f093ea-8ff0-46ba-a886-5361012ff68c · outbound

This paper cites an unresolved cited work.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Unresolved cited work

Reference 11

Resolution: unresolved; raw_fallback, observed 2026-08-07T14:46:38.849688Z

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 fcfa6d03-c140-4c10-a9eb-c9d0d074c926 · outbound

This paper cites Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Clinical-Longformer and Clinical-BigBird: Transformers for long clinical sequences

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:37.786768Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b09ee0c8-b1de-4384-a9c2-dccf3ab89989 · outbound

This paper cites Development and validation of machine learning models to predict mdro colonization or infection on icu admission by using electronic health record data.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Development and validation of machine learning models to predict mdro colonization or infection on icu admission by using electronic health record data

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:38.721060Z

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 677a67b4-6213-4414-b0d6-2a82f0c1631f · outbound

This paper cites Machine learning for the prediction of delirium in elderly intensive care unit patients.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Machine learning for the prediction of delirium in elderly intensive care unit patients

Reference 14

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T14:46:38.549832Z

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 f490dd1c-08df-40db-aa4e-fccc8157e117 · outbound

This paper cites Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Global Contrastive Training for Multimodal Electronic Health Records with Language Supervision

Reference 15

Resolution: verified exact; local_arxiv, observed 2026-08-07T14:46:38.354020Z

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 5b31cf86-5290-4520-9d45-8606885567c8 · outbound

This paper cites Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Neural Oblivious Decision Ensembles for Deep Learning on Tabular Data

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:38.027895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1a80bc94-edea-4122-accf-a41aebc81955 · outbound

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

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Learning transferable visual models from natural language supervision

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:38.087360Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77b4bbd3-26d3-463a-bf65-b8c1a7829cee · outbound

This paper cites Multi-granularity cross-modal alignment for generalized medical visual representation learning.

Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks Multi-granularity cross-modal alignment for generalized medical visual representation learning

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-07T14:46:38.161877Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

Observation a01cf1ce-c1bc-4c04-9d2a-38760f574bfc · inbound

OC-Distill: Ontology-aware Contrastive Learning with Cross-Modal Distillation for ICU Risk Prediction cites this paper.

OC-Distill: Ontology-aware Contrastive Learning with Cross-Modal Distillation for ICU Risk Prediction Bridging Electronic Health Records and Clinical Texts: Contrastive Learning for Enhanced Clinical Tasks

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-10T06:26:27.430821Z

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 95d8b04a-7ebf-4d44-90d3-e5cde0f82625 · inbound

OC-Distill: Ontology-aware Contrastive Learning with Cross-Modal Distillation for ICU Risk Prediction cites this paper.

Reference 2025

Resolution: unresolved; no resolver link, observed 2026-08-02T16:08:01.976149Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.