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Predicting Mortality in Intensive Care Unit Patients With Allergic Bronchopulmonary Aspergillosis (ABPA) Using an Interpretable Machine Learning Model: A Retrospective Cohort Study
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| Published in: | Canadian Respiratory Journal |
|---|---|
| Format: | Online Article RSS Article |
| Published: |
2026
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| Subjects: | |
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| _version_ | 1868552389963808768 |
|---|---|
| collection | WordPress RSS FRELIP Feed Integration |
| container_title | Canadian Respiratory Journal |
| description | |
| discipline_display | Respiratory Diseases |
| discipline_facet | Respiratory Diseases |
| format | Online Article RSS Article |
| genre | Journal Article |
| id | rss_article:58314 |
| institution | FRELIP |
| journal_source_facet | Canadian Respiratory Journal |
| last_indexed | 2026-06-20T21:19:56.163Z |
| publishDate | 2026 |
| publishDateSort | 2026 |
| record_format | rss_article |
| spellingShingle | Predicting Mortality in Intensive Care Unit Patients With Allergic Bronchopulmonary Aspergillosis (ABPA) Using an Interpretable Machine Learning Model: A Retrospective Cohort Study Respiratory Diseases General Respiratory Diseases |
| sub_discipline_display | General |
| sub_discipline_facet | General |
| subject_display | Respiratory Diseases General Respiratory Diseases |
| subject_facet | Respiratory Diseases General Respiratory Diseases |
| title | Predicting Mortality in Intensive Care Unit Patients With Allergic Bronchopulmonary Aspergillosis (ABPA) Using an Interpretable Machine Learning Model: A Retrospective Cohort Study |
| title_alt | Predicción de mortalidad en pacientes de unidad de cuidados intensivos con aspergilosis broncopulmonar alérgica mediante un modelo de aprendizaje automático interpretable: un estudio de cohorte retrospectivo Prédiction de la mortalité chez les patients en unité de soins intensifs atteints d'aspergillose bronchopulmonaire allergique (ABPA) à l'aide d'un modèle d'apprentissage automatique interprétable : une étude de cohorte rétrospective Predição de Mortalidade em Pacientes de Unidade de Terapia Intensiva com Aspergilose Broncopulmonar Alérgica (ABPA) Usando um Modelo de Aprendizado de Máquina Interpretável: Um Estudo de Coorte Retrospectivo |
| title_auth | Predicting Mortality in Intensive Care Unit Patients With Allergic Bronchopulmonary Aspergillosis (ABPA) Using an Interpretable Machine Learning Model: A Retrospective Cohort Study |
| title_es_txt | Predicción de mortalidad en pacientes de unidad de cuidados intensivos con aspergilosis broncopulmonar alérgica mediante un modelo de aprendizaje automático interpretable: un estudio de cohorte retrospectivo |
| title_fr_txt | Prédiction de la mortalité chez les patients en unité de soins intensifs atteints d'aspergillose bronchopulmonaire allergique (ABPA) à l'aide d'un modèle d'apprentissage automatique interprétable : une étude de cohorte rétrospective |
| title_full | Predicting Mortality in Intensive Care Unit Patients With Allergic Bronchopulmonary Aspergillosis (ABPA) Using an Interpretable Machine Learning Model: A Retrospective Cohort Study |
| title_fullStr | Predicting Mortality in Intensive Care Unit Patients With Allergic Bronchopulmonary Aspergillosis (ABPA) Using an Interpretable Machine Learning Model: A Retrospective Cohort Study |
| title_full_unstemmed | Predicting Mortality in Intensive Care Unit Patients With Allergic Bronchopulmonary Aspergillosis (ABPA) Using an Interpretable Machine Learning Model: A Retrospective Cohort Study |
| title_pt_txt | Predição de Mortalidade em Pacientes de Unidade de Terapia Intensiva com Aspergilose Broncopulmonar Alérgica (ABPA) Usando um Modelo de Aprendizado de Máquina Interpretável: Um Estudo de Coorte Retrospectivo |
| title_short | Predicting Mortality in Intensive Care Unit Patients With Allergic Bronchopulmonary Aspergillosis (ABPA) Using an Interpretable Machine Learning Model: A Retrospective Cohort Study |
| title_sort | predicting mortality in intensive care unit patients with allergic bronchopulmonary aspergillosis (abpa) using an interpretable machine learning model: a retrospective cohort study |
| topic | Respiratory Diseases General Respiratory Diseases |
| url | https://www.hindawi.com/journals/crj/2026/1423700/ |