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Paper Citation Record · LEDGER

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters

As of 8 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2505.24619.

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

pith.paper-citation-record.v1
2505.24619 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

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measured 72 of 72 standing notices

One-hop event checks from named stored sources.

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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

72 of 72 outbound references displayed

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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation cc892586-e033-4e99-b6a1-e0632b69ba83 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 1

Resolution
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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.

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Observation 37499148-833c-4b32-816d-d3189806cb95 · outbound

This paper cites Epidemiology of heart failure.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Epidemiology of heart failure

Reference 2

Resolution
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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.

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Observation 7ef96cce-09c1-4b31-8525-54b9f5a20846 · outbound

This paper cites Challenges and opportunities beyond structured data in analysis of electronic health records.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Challenges and opportunities beyond structured data in analysis of electronic health records

Reference 3

Resolution
verified fuzzy
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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.

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Observation baeb490b-93af-43cb-a6e6-e2d3c456be2d · outbound

This paper cites Electronic health records to facilitate clinical research.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Electronic health records to facilitate clinical research

Reference 4

Resolution
verified fuzzy
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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.

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Observation a6bdbb6e-908c-4b55-9d1d-87980db29d41 · outbound

This paper cites Bert: Pre-training of deep bidirectional transformers for language understanding.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Bert: Pre-training of deep bidirectional transformers for language understanding

Reference 5

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 0d6b8de8-4b9b-4b5d-8453-2277c8d1bae4 · outbound

This paper cites Mistral 7B.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Mistral 7B

Reference 6

Resolution
unresolved
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 224cf86b-0a92-41ad-aff5-69d7c525784f · outbound

This paper cites Augmenting interpretable models with large language models during training.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Augmenting interpretable models with large language models during training

Reference 7

Resolution
verified fuzzy
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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.

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Observation 1ebed042-526f-455e-87c0-ba3def938ec6 · outbound

This paper cites ” why should i trust you?” explaining the predictions of any classifier.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters ” why should i trust you?” explaining the predictions of any classifier

Reference 8

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:34.522433Z

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.

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Observation 80df7e97-2465-4eb9-8a53-918aa9860752 · outbound

This paper cites A unified approach to interpreting model predictions.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters A unified approach to interpreting model predictions

Reference 9

Resolution
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation b069b817-aab9-4f3b-a3a5-c53d24e8c1d0 · outbound

This paper cites Noncardiac comorbidities in heart failure with reduced versus preserved ejection fraction.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Noncardiac comorbidities in heart failure with reduced versus preserved ejection fraction

Reference 10

Resolution
verified fuzzy
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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.

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Observation 51ebdf7c-87ab-41d4-93ec-ed178a84c024 · outbound

This paper cites Identifying pathophysiological mechanisms in heart failure with reduced versus preserved ejection fraction.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Identifying pathophysiological mechanisms in heart failure with reduced versus preserved ejection fraction

Reference 11

Resolution
verified fuzzy
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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.

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Observation 5ceeb02b-7dee-4e6d-b90e-0bba8993da94 · outbound

This paper cites Left ventricular ejection fraction and heart failure: an indissoluble marriage? European Journal of Heart Failure, 20(3):427– 430, 2018.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Left ventricular ejection fraction and heart failure: an indissoluble marriage? European Journal of Heart Failure, 20(3):427– 430, 2018

Reference 12

Resolution
verified fuzzy
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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.

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Observation cbb906a1-796c-49a5-8ce4-f246a7febb1d · outbound

This paper cites Differential pathophysiological mechanisms in heart failure with a reduced or preserved ejection fraction in diabetes.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Differential pathophysiological mechanisms in heart failure with a reduced or preserved ejection fraction in diabetes

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:33.817755Z

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.

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Observation b66c8222-de05-4e47-8abf-512bdf436f87 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 14

Resolution
unresolved
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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.

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Observation 16fbd3fc-987b-4b57-b0f8-31cf93126a8e · outbound

This paper cites A registry-based algorithm to predict ejection fraction in patients with heart failure.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters A registry-based algorithm to predict ejection fraction in patients with heart failure

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:33.397046Z

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.

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Observation a007a0d0-9611-4823-9533-5be728597170 · outbound

This paper cites Epidemiologic characterization of heart failure with reduced or preserved ejection fraction populations identified using medicare claims.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Epidemiologic characterization of heart failure with reduced or preserved ejection fraction populations identified using medicare claims

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:33.239488Z

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.

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Observation 3dceb7fe-635a-4182-8965-038b2dd7c211 · outbound

This paper cites Predicting heart failure with reduced or preserved ejection fraction from health records: external validation study.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Predicting heart failure with reduced or preserved ejection fraction from health records: external validation study

Reference 17

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:32.991602Z

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.

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Observation fbe248e1-b0cd-40a1-bc40-c2cfd48d1ac0 · outbound

This paper cites Natural language processing of clinical notes on chronic diseases: systematic review.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Natural language processing of clinical notes on chronic diseases: systematic review

Reference 18

Resolution
verified fuzzy
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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.

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Observation 0f6720c2-77ac-4d24-8d6b-a10f3bdaba09 · outbound

This paper cites Health natural language processing: methodology development and applications.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Health natural language processing: methodology development and applications

Reference 19

Resolution
verified fuzzy
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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.

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Observation 03c3b58f-eafc-43fc-ba31-c3aa69a2f237 · outbound

This paper cites Biobert: a pre-trained biomedical language representation model for biomedical text mining.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Biobert: a pre-trained biomedical language representation model for biomedical text mining

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T12:23:22.763987Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 43f53674-0743-4c7f-b9cf-6f63336af8de · outbound

This paper cites Clinical natural language processing in languages other than english: op- portunities and challenges.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Clinical natural language processing in languages other than english: op- portunities and challenges

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:32.410183Z

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.

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Observation bd462583-0b92-490b-b76f-13d65a5fddff · outbound

This paper cites Natural language processing in dutch free text radiology reports: challenges in a small language area staging pulmonary oncology.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Natural language processing in dutch free text radiology reports: challenges in a small language area staging pulmonary oncology

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:32.177758Z

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.

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Observation 3267d50a-c33c-4f4c-8f66-25c676b0acb3 · outbound

This paper cites Automatic icd-10 classification of diseases from dutch discharge let- ters.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Automatic icd-10 classification of diseases from dutch discharge let- ters

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:32.004086Z

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.

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Observation 23b40c4b-2a3d-46cf-a357-c61141b75654 · outbound

This paper cites Automatic mul- tilabel detection of icd10 codes in dutch cardiology discharge letters using neural networks.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Automatic mul- tilabel detection of icd10 codes in dutch cardiology discharge letters using neural networks

Reference 24

Resolution
verified fuzzy
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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.

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Observation aadad21f-b1e8-4130-b98a-c6ed5853ce14 · outbound

This paper cites The added value of text from dutch general practitioner notes in predictive modeling.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters The added value of text from dutch general practitioner notes in predictive modeling

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:31.635326Z

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.

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Observation b40daccc-3bf7-429a-b886-5a5d6aca38bf · outbound

This paper cites Predicting future falls in older people using natural language processing of general practitioners’ clinical notes.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Predicting future falls in older people using natural language processing of general practitioners’ clinical notes

Reference 26

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:31.549532Z

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.

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Observation 1721bd70-82fd-419e-bc09-cc8ebeabfc4c · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 27

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:31.333070Z

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.

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Observation 88363ffa-9133-4ea3-8952-eb69d0c4da41 · outbound

This paper cites Medroberta.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Medroberta

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:31.230046Z

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.

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Observation 7f397332-6fc1-453e-b749-fa831beb2b8c · outbound

This paper cites Underestimated prevalence of heart failure in hospital inpatients: a comparison of icd codes and discharge letter information.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Underestimated prevalence of heart failure in hospital inpatients: a comparison of icd codes and discharge letter information

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:31.129430Z

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.

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Observation 0c7b0161-eae6-4b68-a6a8-62dc314d32d0 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 30

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:31.028599Z

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.

source=pdf_text observed=2026-08-07T12:23:23.360996Z digest=sha256:cec3b0dd90b78353e44778fd6811369b350046b9b77d062254ce2c7b930b1196

Observation ce012668-1ec7-493a-936f-bd6daabecc0c · outbound

This paper cites Kti- rnn: Recognition of heart failure from clinical notes.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Kti- rnn: Recognition of heart failure from clinical notes

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:30.909663Z

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.

source=pdf_text observed=2026-08-07T12:23:23.397821Z digest=sha256:cebc7c5b70972e1f2c60f77054eacb4e5d25f16d8122e53e0e93d47845c93325

Observation 748cfc69-9733-40a2-a838-616c35922887 · outbound

This paper cites Predicting heart failure readmission from clinical notes using deep learning.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Predicting heart failure readmission from clinical notes using deep learning

Reference 32

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:30.785104Z

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.

source=pdf_text observed=2026-08-07T12:23:23.444779Z digest=sha256:007e8f06a8d65f766e1ab9fbe5920a587b9401bc08cdcdf39a259c88180c01a5

Observation 011cceab-a47f-44b0-a8f1-3fc13fa7e4b2 · outbound

This paper cites A natural language processing–based approach for identifying hospitaliza- tions for worsening heart failure within an integrated health care delivery system.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters A natural language processing–based approach for identifying hospitaliza- tions for worsening heart failure within an integrated health care delivery system

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:30.615523Z

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.

source=pdf_text observed=2026-08-07T12:23:23.519490Z digest=sha256:edde6d7f81cd1395b5e2755957e56044d6a5b08c037450eb5709b1058f61324d

Observation 248770b5-8622-40ba-8565-14ec6f03a84f · outbound

This paper cites Auto- mated extraction of ejection fraction for quality measurement using regular expressions in unstructured information management architecture (uima) for heart failure.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Auto- mated extraction of ejection fraction for quality measurement using regular expressions in unstructured information management architecture (uima) for heart failure

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:30.414546Z

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.

source=pdf_text observed=2026-08-07T12:23:23.577494Z digest=sha256:b15f9579737fc9618080d2acc3e9abbf2733b31a2820e9e760a886125ee69fdd

Observation 47b13577-9ca9-48e4-ac0e-27090ade1f6c · outbound

This paper cites Extraction of left ventricular ejection fraction information from various types of clinical reports.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Extraction of left ventricular ejection fraction information from various types of clinical reports

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:30.192554Z

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.

source=pdf_text observed=2026-08-07T12:23:23.637900Z digest=sha256:d82b1c315b003df4a978a90da13b263f91489d1260327a95eac23e814decf0d5

Observation a3c3adb5-fc9f-45c2-b2d5-39325be9fa3a · outbound

This paper cites Extraction of ejection fraction from echocardiography notes for constructing a cohort of patients having heart failure with reduced ejection fraction (hfref).

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Extraction of ejection fraction from echocardiography notes for constructing a cohort of patients having heart failure with reduced ejection fraction (hfref)

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:29.933853Z

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.

source=pdf_text observed=2026-08-07T12:23:23.680600Z digest=sha256:3302b45aa44fe2cb32be64e08f4493f52bf0e3b5844562532bcfef865b9e2ecc

Observation 351736d2-1836-475c-87e5-c22764e05f30 · outbound

This paper cites Explanation in artificial intelligence: Insights from the social sciences.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Explanation in artificial intelligence: Insights from the social sciences

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T12:23:23.734883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:23:23.734883Z digest=sha256:d2ca7ceed31420af74c70cdca8cc57316d8e71923aa09fd589bb62812baa196d

Observation f27f1ca6-86e9-4257-b83e-ee383e0bbf6f · outbound

This paper cites An ex- plainable transformer-based deep learning model for the prediction of incident heart failure.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters An ex- plainable transformer-based deep learning model for the prediction of incident heart failure

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:29.731865Z

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.

source=pdf_text observed=2026-08-07T12:23:23.853879Z digest=sha256:7aa2b27144ed1002823b942e6e03781b63f36d75b9a6a808e3bce9525966fca4

Observation 4669b9f4-ba80-4ca2-869b-2bbc592d5eb8 · outbound

This paper cites Predicting acute onset of heart failure complicating acute coronary syndrome: an explainable machine learning approach.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Predicting acute onset of heart failure complicating acute coronary syndrome: an explainable machine learning approach

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:29.527754Z

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.

source=pdf_text observed=2026-08-07T12:23:23.897972Z digest=sha256:ae62454cb3c94daac162ef49fdb97ea61f9971ec8eff034c9e97c8d7596af0c9

Observation 4afc43e1-b560-495a-8125-f62c38a017b7 · outbound

This paper cites Explainable mortality prediction model for congestive heart failure with nature-based feature selection method.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Explainable mortality prediction model for congestive heart failure with nature-based feature selection method

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:29.324864Z

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.

source=pdf_text observed=2026-08-07T12:23:23.948379Z digest=sha256:c6f66f59d2ec8dc12782050399b0ebb5cda8ccbf0353473421bb28ed212be06d

Observation 589b7d02-c2cd-48cd-98de-80cffd9795a2 · outbound

This paper cites Hypertension identification using inpatient clinical notes from electronic medical records: an explainable, data-driven algorithm study.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Hypertension identification using inpatient clinical notes from electronic medical records: an explainable, data-driven algorithm study

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:29.092879Z

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.

source=pdf_text observed=2026-08-07T12:23:23.979072Z digest=sha256:ff35156b994c504220007049dcab6da71c25b1baa16cf9ace1210a1217387ca5

Observation 23bb86cc-a881-4c59-a469-ee237d5c71dc · outbound

This paper cites Explainable Prediction of Adverse Outcomes Using Clinical Notes.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Explainable Prediction of Adverse Outcomes Using Clinical Notes

Reference 42

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:23:25.703533Z

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.

source=pdf_text observed=2026-08-07T12:23:24.017116Z digest=sha256:c740baba6759a85bba6a7ed8b560d12fd590421c165e77ce3bdc3af84f0b8e7a

Observation d5373e20-e488-4076-a8f0-dc0d954167f6 · outbound

This paper cites Explainable Health Risk Predictor with Transformer-based Medicare Claim Encoder.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Explainable Health Risk Predictor with Transformer-based Medicare Claim Encoder

Reference 43

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:23:25.625954Z

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.

source=pdf_text observed=2026-08-07T12:23:24.058516Z digest=sha256:6816a334372140001d8752a208585702115019dcd209715a6406e1f59ec25cf5

Observation ea64b2d3-eb63-4094-bece-77c57a5f681e · outbound

This paper cites Automated icd coding for primary diagnosis via clinically interpretable machine learning.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Automated icd coding for primary diagnosis via clinically interpretable machine learning

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:28.857173Z

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.

source=pdf_text observed=2026-08-07T12:23:24.092990Z digest=sha256:1fb664556ffab9b37b70a90c0634e401c8b59ae28946b905cafbe198bd24274d

Observation 622f8ab2-8b8e-41d3-bb6f-f4cda01f19d6 · outbound

This paper cites Evaluation of lime and shap in explaining automatic icd-10 classifications of swedish gastrointestinal discharge summaries.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Evaluation of lime and shap in explaining automatic icd-10 classifications of swedish gastrointestinal discharge summaries

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:28.718438Z

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.

source=pdf_text observed=2026-08-07T12:23:24.127313Z digest=sha256:3e5914a30d94caa0b87b28fdcea7ef92b730000de6fc67677290243fedc9a586

Observation 27eeff0c-1a8b-40cf-b949-7741a64ae6e5 · outbound

This paper cites Im- plementation of specialised attention mechanisms: Icd-10 classification of gastrointestinal discharge summaries in english, spanish and swedish.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Im- plementation of specialised attention mechanisms: Icd-10 classification of gastrointestinal discharge summaries in english, spanish and swedish

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:28.587375Z

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.

source=pdf_text observed=2026-08-07T12:23:24.165960Z digest=sha256:47fe752f80340e133cd91f72a2d366fd71204ca6a6352e67a295c52415e2bb0d

Observation 60dcc7d8-786a-45c9-9d3d-312e46d7b901 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 47

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:28.416235Z

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.

source=pdf_text observed=2026-08-07T12:23:24.207514Z digest=sha256:549fe1aaed2c35de7523e725172b321e1488d36d6bb2e071e5fa861131775f02

Observation 6638ae83-c1a0-4dc5-ba2d-e6978f687501 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 48

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:28.242623Z

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.

source=pdf_text observed=2026-08-07T12:23:24.255382Z digest=sha256:976c1400f432b5b5e699c277175652fecc2999b2b4c0c78e0821828eba65646e

Observation 851f1f47-3cd6-4a5f-9479-8f72f8453b23 · outbound

This paper cites On the failings of shapley values for explainabil- ity.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters On the failings of shapley values for explainabil- ity

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:28.087951Z

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.

source=pdf_text observed=2026-08-07T12:23:24.288438Z digest=sha256:570df6bedf024ba659bdd288d64ad1c80609998945796665ed91f48ac754d562

Observation 02324efe-7a6a-45e9-81ae-7063c6bbdc5a · outbound

This paper cites Fixing confirmation bias in feature attribution methods via semantic match.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Fixing confirmation bias in feature attribution methods via semantic match

Reference 50

Resolution
verified exact
local_arxiv, observed 2026-08-07T12:23:25.504500Z

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.

source=pdf_text observed=2026-08-07T12:23:24.329984Z digest=sha256:03954c6eea95ba7a2a1b78f63e53557338b301a575e791b79df77dfe3489a77c

Observation 52041519-5849-4c66-aa14-8a4986f747e4 · outbound

This paper cites Attention is not not explanation.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Attention is not not explanation

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:27.907095Z

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.

source=pdf_text observed=2026-08-07T12:23:24.371464Z digest=sha256:cff2d5b6a5019d29c782e19b2beaa0c6057c9e007bf12bc23b317fdecab6fc9d

Observation 69d84700-0351-48f1-b046-fb3dbcd21bb4 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:27.767284Z

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.

source=pdf_text observed=2026-08-07T12:23:24.420481Z digest=sha256:0a85568e70533401e9135cb459cae57817fbf88c731a5727fb53674aa758d983

Observation 27dcf39a-3fc8-4ec9-a9a9-78958dbe03b7 · outbound

This paper cites Accurate intelligible mod- els with pairwise interactions.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Accurate intelligible mod- els with pairwise interactions

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:27.661767Z

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.

source=pdf_text observed=2026-08-07T12:23:24.461759Z digest=sha256:6f21d3541a2a4b28f1834263879031b422d605b90eaa5a977a363c0fe53e5e80

Observation d7792b59-3955-4720-9efd-2ab6bccdd368 · outbound

This paper cites Mining of massive data sets.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Mining of massive data sets

Reference 54

Resolution
unresolved
no resolver link, observed 2026-08-07T12:23:24.501505Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:23:24.501505Z digest=sha256:e38de12207e6f845036d2f4877e540ba0acc4c74b68b569950c0d75c839d7342

Observation d2666ab2-e5f7-4e6a-9623-0cff59d12660 · outbound

This paper cites Robbert: a dutch roberta-based language model.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Robbert: a dutch roberta-based language model

Reference 55

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:27.524849Z

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.

source=pdf_text observed=2026-08-07T12:23:24.554886Z digest=sha256:03cffe8009b74ca1733ea7e2dea74dc0da8faf85164dfa6330ffab4cfa71d83c

Observation dd4a7ef9-9867-4863-ba8d-3c54a4d875e5 · outbound

This paper cites Language Resources for Dutch Large Language Modelling.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Language Resources for Dutch Large Language Modelling

Reference 56

Resolution
unresolved
no resolver link, observed 2026-08-07T12:23:24.605875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:23:24.605875Z digest=sha256:3a264ad000429f8f4ad4eab01fea2ae7b031f2bbe21b40d08dbe596c9ae34738

Observation 13a09976-19b2-4479-b60d-e6f1326622c9 · outbound

This paper cites Interpretable machine learning: A guide for making black box models explainable.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Interpretable machine learning: A guide for making black box models explainable

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:27.433308Z

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.

source=pdf_text observed=2026-08-07T12:23:24.641297Z digest=sha256:7921e4b82fa40f50a8244af84cfa08bd73fd2e2837ebef43512bc34b6f21971f

Observation 3c16df0f-73bb-4ab2-9682-31aceff58233 · outbound

This paper cites Index for rating diagnostic tests.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Index for rating diagnostic tests

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:27.326023Z

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.

source=pdf_text observed=2026-08-07T12:23:24.674923Z digest=sha256:1d734138c070ea959de3c4cb293e23abd67daacdb4da8aafb9882902f0863c29

Observation 3d291d2f-3437-4ff9-b13f-3fbaa4175c83 · outbound

This paper cites Interrater reliability: the kappa statistic.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Interrater reliability: the kappa statistic

Reference 59

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:27.199207Z

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.

source=pdf_text observed=2026-08-07T12:23:24.717237Z digest=sha256:f55cdec32cf1075b8c0fc56d43fc578c011652fcdac121db63374223e6d15d19

Observation f15a3e00-6bb0-4889-9b3e-cb0d48bc052a · outbound

This paper cites Computing Krippendorff’s alpha-reliability, 2011.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Computing Krippendorff’s alpha-reliability, 2011

Reference 60

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:27.094390Z

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.

source=pdf_text observed=2026-08-07T12:23:24.755989Z digest=sha256:ee9571769b6a8f47dc4fe4810f2dc3f45f82c340e8d705e49c417cf7003caf92

Observation 35321656-0dde-4861-8ff1-4d12007c300d · outbound

This paper cites A new measure of rank correlation.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters A new measure of rank correlation

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:26.901314Z

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.

source=pdf_text observed=2026-08-07T12:23:24.809379Z digest=sha256:59f7ab06e4cdaeca98670353c1044b4229b059d918d9a5380bd231d435d3099c

Observation a8333cb6-c79b-44f1-aac1-073c82ef41db · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 62

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:26.787868Z

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.

source=pdf_text observed=2026-08-07T12:23:24.857496Z digest=sha256:88c8c978e390922cf1bc00ad210875ccfab93e4b33b80272f6ca1a69ba52ebdb

Observation 4fdca0fd-4f72-48fa-a31a-b33c863b4de9 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 63

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:26.668118Z

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.

source=pdf_text observed=2026-08-07T12:23:24.906093Z digest=sha256:64d1a83ed87816c547042329ef4b98351c38ebfbe59b387e742e1eb74ef2fd42

Observation 73dcce91-92a2-4ed1-b072-44c3e2f6143f · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 64

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:26.531055Z

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.

source=pdf_text observed=2026-08-07T12:23:24.945936Z digest=sha256:51b8a49dec68c47a0db9f6f4bacdcdcd73a915068dbd30c0ca55961400a9da79

Observation 46cde592-de62-4791-8345-1bba96f90a96 · outbound

This paper cites In these cases, we discard results with range > 10%, since they are not reliable and they are likely to indicate issues in the image acquisition.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters In these cases, we discard results with range > 10%, since they are not reliable and they are likely to indicate issues in the image acquisition

Reference 65

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T12:23:26.453081Z

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.

source=pdf_text observed=2026-08-07T12:23:24.983927Z digest=sha256:7d9af603a770574ef25fb988bb971732a3cc187ad15ab9915e036d67feb4dff7

Observation 252b944d-50c2-47a2-a967-661ca53f86c8 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 66

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:26.370017Z

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.

source=pdf_text observed=2026-08-07T12:23:25.041559Z digest=sha256:cd43e2a51f71e5a40bd4aafcf6d8f41127711a23df1108215ade5821c7285c08

Observation 5ad3a129-1310-41a3-8127-d2dacd4e576c · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 67

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:26.295364Z

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.

source=pdf_text observed=2026-08-07T12:23:25.120423Z digest=sha256:dee795855ab2407e320aee649a6b9c63e3ec494d3efbaf01e272402a6a24b566

Observation 483084a8-5f2c-438c-b5dd-a34d8e042031 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 68

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:26.213171Z

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.

source=pdf_text observed=2026-08-07T12:23:25.177323Z digest=sha256:e8f693cce7d8a852bebc813ef36290413c50dbdc90b84580224eda7a91fa9af3

Observation 09044168-fb02-4f4e-84dc-d317740d507c · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 69

Resolution
unresolved
raw_fallback, observed 2026-08-07T12:23:26.132952Z

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.

source=pdf_text observed=2026-08-07T12:23:25.219477Z digest=sha256:c07c509c57149eb4c54dc9e8bf93c7b8f18707d6f3431575e31082c31a01ab11

Observation 0b0bd1ad-d595-49fe-bdf2-20b57bd28e35 · outbound

This paper cites The labels of the perturbed points are obtained by applying the classification model to be explained.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters The labels of the perturbed points are obtained by applying the classification model to be explained

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T12:23:26.005029Z

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.

source=pdf_text observed=2026-08-07T12:23:25.262613Z digest=sha256:2afe8a1eaa063eb5e09e0995ea278fa5740d5eb84651d4b4178b3d89c2f7dafe

Observation 818bbfc3-272a-4393-83e0-2387d62632a0 · outbound

This paper cites an unresolved cited work.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work

Reference 71

Resolution
parse uncertain
raw_fallback, observed 2026-08-07T12:23:25.910751Z

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.

source=pdf_text observed=2026-08-07T12:23:25.310123Z digest=sha256:3608a48df075097b136ab88774d39160c9200ba14ad6c11009e42392352dbdbe

Observation d6a09fa4-88de-4331-8b90-b4f1ad37fef8 · outbound

This paper cites For n-grams embedding, we compute them using our best black-box transformer-based clas- sifier, i.e.

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters For n-grams embedding, we compute them using our best black-box transformer-based clas- sifier, i.e

Reference 72

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verified fuzzy
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