Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:23:25.357948Z
Paper Citation Record · LEDGER
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.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T12:23:25.357948Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
72 of 72 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation cc892586-e033-4e99-b6a1-e0632b69ba83 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 1
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Observation 37499148-833c-4b32-816d-d3189806cb95 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Epidemiology of heart failure
Reference 2
Source-reported events for the cited work
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Observation 7ef96cce-09c1-4b31-8525-54b9f5a20846 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Challenges and opportunities beyond structured data in analysis of electronic health records
Reference 3
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Observation baeb490b-93af-43cb-a6e6-e2d3c456be2d · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Electronic health records to facilitate clinical research
Reference 4
Source-reported events for the cited work
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Observation a6bdbb6e-908c-4b55-9d1d-87980db29d41 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Bert: Pre-training of deep bidirectional transformers for language understanding
Reference 5
Source-reported events for the cited work
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Observation 0d6b8de8-4b9b-4b5d-8453-2277c8d1bae4 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Mistral 7B
Reference 6
Source-reported events for the cited work
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Observation 224cf86b-0a92-41ad-aff5-69d7c525784f · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Augmenting interpretable models with large language models during training
Reference 7
Source-reported events for the cited work
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Observation 1ebed042-526f-455e-87c0-ba3def938ec6 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters ” why should i trust you?” explaining the predictions of any classifier
Reference 8
Source-reported events for the cited work
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Observation 80df7e97-2465-4eb9-8a53-918aa9860752 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters A unified approach to interpreting model predictions
Reference 9
Source-reported events for the cited work
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Observation b069b817-aab9-4f3b-a3a5-c53d24e8c1d0 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Noncardiac comorbidities in heart failure with reduced versus preserved ejection fraction
Reference 10
Source-reported events for the cited work
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Observation 51ebdf7c-87ab-41d4-93ec-ed178a84c024 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Identifying pathophysiological mechanisms in heart failure with reduced versus preserved ejection fraction
Reference 11
Source-reported events for the cited work
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Observation 5ceeb02b-7dee-4e6d-b90e-0bba8993da94 · outbound
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
Source-reported events for the cited work
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Observation cbb906a1-796c-49a5-8ce4-f246a7febb1d · outbound
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
Source-reported events for the cited work
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Observation b66c8222-de05-4e47-8abf-512bdf436f87 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 14
Source-reported events for the cited work
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Observation 16fbd3fc-987b-4b57-b0f8-31cf93126a8e · outbound
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
Source-reported events for the cited work
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Observation a007a0d0-9611-4823-9533-5be728597170 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3dceb7fe-635a-4182-8965-038b2dd7c211 · outbound
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
Source-reported events for the cited work
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Observation fbe248e1-b0cd-40a1-bc40-c2cfd48d1ac0 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Natural language processing of clinical notes on chronic diseases: systematic review
Reference 18
Source-reported events for the cited work
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Observation 0f6720c2-77ac-4d24-8d6b-a10f3bdaba09 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Health natural language processing: methodology development and applications
Reference 19
Source-reported events for the cited work
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Observation 03c3b58f-eafc-43fc-ba31-c3aa69a2f237 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Biobert: a pre-trained biomedical language representation model for biomedical text mining
Reference 20
Source-reported events for the cited work
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Observation 43f53674-0743-4c7f-b9cf-6f63336af8de · outbound
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
Source-reported events for the cited work
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Observation bd462583-0b92-490b-b76f-13d65a5fddff · outbound
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
Source-reported events for the cited work
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Observation 3267d50a-c33c-4f4c-8f66-25c676b0acb3 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Automatic icd-10 classification of diseases from dutch discharge let- ters
Reference 23
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 23b40c4b-2a3d-46cf-a357-c61141b75654 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation aadad21f-b1e8-4130-b98a-c6ed5853ce14 · outbound
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
Source-reported events for the cited work
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Observation b40daccc-3bf7-429a-b886-5a5d6aca38bf · outbound
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
Source-reported events for the cited work
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Observation 1721bd70-82fd-419e-bc09-cc8ebeabfc4c · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 88363ffa-9133-4ea3-8952-eb69d0c4da41 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Medroberta
Reference 28
Source-reported events for the cited work
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Observation 7f397332-6fc1-453e-b749-fa831beb2b8c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0c7b0161-eae6-4b68-a6a8-62dc314d32d0 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 30
Source-reported events for the cited work
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Observation ce012668-1ec7-493a-936f-bd6daabecc0c · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Kti- rnn: Recognition of heart failure from clinical notes
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 748cfc69-9733-40a2-a838-616c35922887 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Predicting heart failure readmission from clinical notes using deep learning
Reference 32
Source-reported events for the cited work
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Observation 011cceab-a47f-44b0-a8f1-3fc13fa7e4b2 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 248770b5-8622-40ba-8565-14ec6f03a84f · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 47b13577-9ca9-48e4-ac0e-27090ade1f6c · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a3c3adb5-fc9f-45c2-b2d5-39325be9fa3a · outbound
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
Source-reported events for the cited work
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Observation 351736d2-1836-475c-87e5-c22764e05f30 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Explanation in artificial intelligence: Insights from the social sciences
Reference 37
Source-reported events for the cited work
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Observation f27f1ca6-86e9-4257-b83e-ee383e0bbf6f · outbound
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
Source-reported events for the cited work
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Observation 4669b9f4-ba80-4ca2-869b-2bbc592d5eb8 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4afc43e1-b560-495a-8125-f62c38a017b7 · outbound
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
Source-reported events for the cited work
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Observation 589b7d02-c2cd-48cd-98de-80cffd9795a2 · outbound
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
Source-reported events for the cited work
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Observation 23bb86cc-a881-4c59-a469-ee237d5c71dc · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Explainable Prediction of Adverse Outcomes Using Clinical Notes
Reference 42
Source-reported events for the cited work
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Observation d5373e20-e488-4076-a8f0-dc0d954167f6 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Explainable Health Risk Predictor with Transformer-based Medicare Claim Encoder
Reference 43
Source-reported events for the cited work
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Observation ea64b2d3-eb63-4094-bece-77c57a5f681e · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Automated icd coding for primary diagnosis via clinically interpretable machine learning
Reference 44
Source-reported events for the cited work
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Observation 622f8ab2-8b8e-41d3-bb6f-f4cda01f19d6 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27eeff0c-1a8b-40cf-b949-7741a64ae6e5 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 60dcc7d8-786a-45c9-9d3d-312e46d7b901 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 47
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6638ae83-c1a0-4dc5-ba2d-e6978f687501 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 48
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 851f1f47-3cd6-4a5f-9479-8f72f8453b23 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters On the failings of shapley values for explainabil- ity
Reference 49
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 02324efe-7a6a-45e9-81ae-7063c6bbdc5a · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Fixing confirmation bias in feature attribution methods via semantic match
Reference 50
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 52041519-5849-4c66-aa14-8a4986f747e4 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Attention is not not explanation
Reference 51
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 69d84700-0351-48f1-b046-fb3dbcd21bb4 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 52
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 27dcf39a-3fc8-4ec9-a9a9-78958dbe03b7 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Accurate intelligible mod- els with pairwise interactions
Reference 53
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d7792b59-3955-4720-9efd-2ab6bccdd368 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Mining of massive data sets
Reference 54
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d2666ab2-e5f7-4e6a-9623-0cff59d12660 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Robbert: a dutch roberta-based language model
Reference 55
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dd4a7ef9-9867-4863-ba8d-3c54a4d875e5 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Language Resources for Dutch Large Language Modelling
Reference 56
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13a09976-19b2-4479-b60d-e6f1326622c9 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Interpretable machine learning: A guide for making black box models explainable
Reference 57
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3c16df0f-73bb-4ab2-9682-31aceff58233 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Index for rating diagnostic tests
Reference 58
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 3d291d2f-3437-4ff9-b13f-3fbaa4175c83 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Interrater reliability: the kappa statistic
Reference 59
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation f15a3e00-6bb0-4889-9b3e-cb0d48bc052a · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Computing Krippendorff’s alpha-reliability, 2011
Reference 60
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 35321656-0dde-4861-8ff1-4d12007c300d · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters A new measure of rank correlation
Reference 61
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a8333cb6-c79b-44f1-aac1-073c82ef41db · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 62
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 4fdca0fd-4f72-48fa-a31a-b33c863b4de9 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 63
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 73dcce91-92a2-4ed1-b072-44c3e2f6143f · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 64
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 46cde592-de62-4791-8345-1bba96f90a96 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 252b944d-50c2-47a2-a967-661ca53f86c8 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 66
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5ad3a129-1310-41a3-8127-d2dacd4e576c · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 67
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 483084a8-5f2c-438c-b5dd-a34d8e042031 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 68
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 09044168-fb02-4f4e-84dc-d317740d507c · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 69
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 0b0bd1ad-d595-49fe-bdf2-20b57bd28e35 · outbound
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
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 818bbfc3-272a-4393-83e0-2387d62632a0 · outbound
Interpretable phenotyping of Heart Failure patients with Dutch discharge letters Unresolved cited work
Reference 71
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d6a09fa4-88de-4331-8b90-b4f1ad37fef8 · outbound
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
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.
No inbound Pith citation observations are available.