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Paper Citation Record · LEDGER

Interpretable phenotyping of Heart Failure patients with Dutch discharge letters

As of 19 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.

Source: paper_references, paper_reference_links, observed 2026-08-07T12:23:25.357948Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-18T06:34:40.430872+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

72 of 72 outbound references displayed

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  • verified fuzzy46
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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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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
no resolver link, observed 2026-08-07T12:23:21.329263Z

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
raw_fallback, observed 2026-08-07T12:23:34.714104Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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
unresolved
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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
raw_fallback, observed 2026-08-07T12:23:34.333653Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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
raw_fallback, observed 2026-08-07T12:23:33.605796Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+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
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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
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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T12:23:22.763987Z digest=sha256:7a09d9e6b96768a8d84f361c9b33ad6aea4b542b79ef6c83f5ba17f9e91d61ca

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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.219023Z digest=sha256:a96d15d6a388ed6152d38e65904d3e177e73d8af9ae106711a73dce9dbe1c08a

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 2026-08-18T06:34:40.430872+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 2026-08-18T06:34:40.430872+00:00.

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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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.397821Z digest=sha256:852b831b889d42b2a20983b3d6caf4b3354ff80a112304b2a156deb4df985cfb

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.444779Z digest=sha256:cdfa63792e5daaac5e188a46d3566612fea434a5959e42a7ec952ff19eff9094

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.519490Z digest=sha256:43ab4bfa83a4cfe0246e391c3090fc8b5eb580500a9677bec6ebea899a28992c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.577494Z digest=sha256:9f5013c26d25b283a27f9bd9702e4a7e263bd297cf7240114d6967ac66869477

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.637900Z digest=sha256:7f53b55a60019df114dc23f909b272cceace2ee1c0708f6abb6840cf829a8827

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.680600Z digest=sha256:7206cf0e04314f0eb884754af6e260cf00c54e3110ed7138e5d3b4fc481cc75f

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:b8e824382209ad061df17f5be689ae5a6a4670a658811e57354bd978c0ec4a8c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.853879Z digest=sha256:ad9ff4264d75c79481d66d99e0ec2ecd8afecc2c34bea9272eb59ef5e5ca6328

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.897972Z digest=sha256:3379e855dd917bf4a5e04137ec386b461a3e7fc32057476b0a95a4be61f679b2

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.948379Z digest=sha256:43c7bd844481024c084656706a2e9f35c3105788eae2ac8be72c8e99537b84cd

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:23.979072Z digest=sha256:2b486d433d9281972b39208c654b1a220a472449ebec97181ba0e67fd4b05d1e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.017116Z digest=sha256:072ebbea11f3cc15d2f1285f77d20715b298e9421f22ab16b1fdb8d15e78034d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.058516Z digest=sha256:2436884fd0d50b738fd37ff01d89c2082e1138a5e4efdcbfc41feab1f40cca73

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.092990Z digest=sha256:7d8946582972a7affb830836b78506b05f74e2f67166d94c421db53b4c36b8dc

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.127313Z digest=sha256:2691971167a696b7b7936daee807ad5abfdc32854fc5ac5d1a1d106e31272096

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.165960Z digest=sha256:d2d5cfbdbb7a76c0364cbae36822e8006f491bcc4c33a7229c5f4b4a478c0f5b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.207514Z digest=sha256:9625d4f049c41b82ffa47fec3b6b088ecff6eed83509041cc5957bd4e88da829

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.255382Z digest=sha256:54ba03996f9f935dd9911216f31f92933133935395917d46e27f7597bbe28a8e

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.288438Z digest=sha256:77adf9b7ba84d42e3b0ce431eeeb8a9afe447686cfdb8400837d9be537e1ef5f

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.329984Z digest=sha256:e77151c44e16587f53893ce4fd0109e8717ac49cd8ae1aa9cfac6ee878ad9a6a

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.371464Z digest=sha256:8965870a7566fd487678ccd9f11c5f4f8e9097cfa5be8abd2e3e9d374634ab80

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.420481Z digest=sha256:faf1f076bc955ca2c81318dd8ef9678fd315b210828de04acedf3c7a865dce81

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.461759Z digest=sha256:a7f936339b0f5e952132907699d07e6e1b45a29a7d5dd1ba1bb13d771f3aacc9

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:fb1cddd322a6036d77b5a4deb0513dda910354a85331d3f86a2bada28512b72d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.554886Z digest=sha256:0d3a4bd976d64a3e293bab134a9bec8aed014e927d5ff215a05cb4fd03a06776

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:aa67144b7c765c8688696fddda19e859a7608672c5f30a71b51351ccc0e8ce8d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.641297Z digest=sha256:7fc391bf73af8fad0e77fd73bc7de8e46f966ec2dc6668d91358736e440b024c

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.674923Z digest=sha256:f5422e49e8ed81c78d74e7b2570892c97aff8beb780d6a929ec9b609c59210a5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.717237Z digest=sha256:e9a950c563b3ea84a4f1bd87349e83329a21269495dcfef90153582715990db5

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.755989Z digest=sha256:62f1c56bd4fae700428f359dd502ee677312306cf76654a51c3f0055e800d3bf

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.809379Z digest=sha256:47865bf0407c12f7bab319fbb49c11960d3700d46bb8d76264a946d53e376660

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.857496Z digest=sha256:523abe93e19294a3be7ebf1ee237f2a2ee03930c93f1013cc89efe21dc9cac26

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.906093Z digest=sha256:bf0188c7ebcfd4f4ecc42a8cd5e73724c361e263b0560ede63a4f362b7eacb79

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.945936Z digest=sha256:d95e6215bac9944e3c36db1fe5ad260ead3ca9d336e2bed41802b100168b8e18

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:24.983927Z digest=sha256:74f80dc127fc7231ca9a0af47d6a6d83966413a1c7956e9267f2a0dbfe93c244

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:25.041559Z digest=sha256:b1aaf4787dcd30b96fe5b710c2bd3078322728cca7d59b24d8eeadaadcd33c88

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:25.120423Z digest=sha256:8b1eb22bbd017d24733f28ab18fbc4e8ec43d110439fede3791c8b35393ac604

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:25.177323Z digest=sha256:c034b8411de21b7a06b9233f83df0bbd75f9e1ea2494c668ccf889467f6591d7

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:25.219477Z digest=sha256:5a1f6934cb6c73b1ecaecd22a821bbb7eab04ee2f577cfd01ee3292697f07d5d

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:25.262613Z digest=sha256:1b0dc7e14abbc9971420a6b101a06deb26499357c02134366701f304c815489b

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 2026-08-18T06:34:40.430872+00:00.

source=pdf_text observed=2026-08-07T12:23:25.310123Z digest=sha256:713c6ec563e13719c407ad2e3d666940d4175cc4c918dd3f9a80cb8708d369f2

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

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