Cargando…

Prediction of heart transplant rejection from routine pathology slides with self-supervised deep learning

AIMS: One of the most important complications of heart transplantation is organ rejection, which is diagnosed on endomyocardial biopsies by pathologists. Computer-based systems could assist in the diagnostic process and potentially improve reproducibility. Here, we evaluated the feasibility of using...

Descripción completa

Detalles Bibliográficos
Autores principales:	Seraphin, Tobias Paul, Luedde, Mark, Roderburg, Christoph, van Treeck, Marko, Scheider, Pascal, Buelow, Roman D, Boor, Peter, Loosen, Sven H, Provaznik, Zdenek, Mendelsohn, Daniel, Berisha, Filip, Magnussen, Christina, Westermann, Dirk, Luedde, Tom, Brochhausen, Christoph, Sossalla, Samuel, Kather, Jakob Nikolas
Formato:	Online Artículo Texto
Lenguaje:	English
Publicado:	Oxford University Press 2023
Materias:	Original Article
Acceso en línea:	https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10232288/ https://www.ncbi.nlm.nih.gov/pubmed/37265858 http://dx.doi.org/10.1093/ehjdh/ztad016

Ejemplares similares

Impact of the COVID-19 Pandemic on Consultations and Diagnoses in Gastroenterology Practices in Germany
por: Jördens, Markus S., et al.
Publicado: (2021)

Diabetes mellitus is associated with an increased incidence of aortic valve stenosis
por: Roderburg, Christoph, et al.
Publicado: (2021)

Low blood levels of high-density lipoprotein (HDL) cholesterol are positively associated with cancer
por: Loosen, Sven H., et al.
Publicado: (2021)

Association between Chronic Gingivitis and Cancer: A Retrospective Cohort Study of 19,782 Outpatients from the United Kingdom
por: Beger-Luedde, Jane, et al.
Publicado: (2023)

Pulmonary hypertension is associated with an increased incidence of cancer diagnoses
por: Roderburg, Christoph, et al.
Publicado: (2022)

Heart failure and dementia: a comparative analysis with different types of cancer
por: Roderburg, Christoph, et al.
Publicado: (2021)

The association between the body height and cardiovascular diseases: a retrospective analysis of 657,310 outpatients in Germany
por: Krieg, Sarah, et al.
Publicado: (2022)

Differential role of chronic liver diseases on the incidence of cancer: a longitudinal analysis among 248,224 outpatients in Germany
por: Loosen, Sven H., et al.
Publicado: (2022)

Heart failure is associated with an increased incidence of cancer diagnoses
por: Roderburg, Christoph, et al.
Publicado: (2021)

The Role of Adipokines as Circulating Biomarkers in Critical Illness and Sepsis
por: Loosen, Sven H., et al.
Publicado: (2019)

Diverticular disease is associated with an increased incidence rate of depression and anxiety disorders
por: Loosen, Sven H., et al.
Publicado: (2021)

Overlap between irritable bowel syndrome and common gastrointestinal diagnoses: a retrospective cohort study of 29,553 outpatients in Germany
por: Loosen, Sven H., et al.
Publicado: (2022)

Prevalence of diabetes mellitus among 80,193 gastrointestinal cancer patients in five European and three Asian countries
por: Roderburg, Christoph, et al.
Publicado: (2021)

Achalasia is associated with a higher incidence of depression in outpatients in Germany
por: Loosen, Sven H., et al.
Publicado: (2021)

Herpes zoster is not associated with subsequent gastrointestinal cancer: data from over 200,000 outpatients in Germany
por: Leyh, Catherine, et al.
Publicado: (2023)

Cancer Patients Have an Increased Incidence of Dementia: A Retrospective Cohort Study of 185,736 Outpatients in Germany
por: Roderburg, Christoph, et al.
Publicado: (2021)

An Elevated FIB-4 Score Is Associated with an Increased Incidence of Depression among Outpatients in Germany
por: Schöler, David, et al.
Publicado: (2022)

Incidence of Cancer in Patients with Irritable Bowl Syndrome
por: Loosen, Sven H., et al.
Publicado: (2021)

The spectrum of comorbidities at the initial diagnosis of heart failure a case control study
por: Loosen, Sven H., et al.
Publicado: (2022)

Variables associated with increased incidence of non-alcoholic fatty liver disease (NAFLD) in patients with type 2 diabetes
por: Loosen, Sven H, et al.
Publicado: (2021)

The Spectrum of Co-Diagnoses in Patients with Colorectal Cancer: A Retrospective Cohort Study of 17,824 Outpatients in Germany
por: Loosen, Sven H., et al.
Publicado: (2022)

The Association between Antibiotic Use and the Incidence of Heart Failure: A Retrospective Case-Control Study of 162,188 Outpatients
por: Loosen, Sven H., et al.
Publicado: (2023)

Antihypertensive Therapy and Incidence of Cancer
por: Loosen, Sven H., et al.
Publicado: (2022)

Overweight and Obesity Determine the Risk for Gastrointestinal Cancer in a Sex-Dependent Manner: A Retrospective Cohort Study of 287,357 Outpatients in Germany
por: Loosen, Sven H., et al.
Publicado: (2022)

Impact of the COVID-19 Pandemic on Cancer Diagnoses in General and Specialized Practices in Germany
por: Jacob, Louis, et al.
Publicado: (2021)

Recent Trends and In-Hospital Mortality of Transarterial Chemoembolization (TACE) in Germany: A Systematic Analysis of Hospital Discharge Data between 2010 and 2019
por: Krieg, Sarah, et al.
Publicado: (2022)

The Association between Infectious Mononucleosis and Cancer: A Cohort Study of 24,190 Outpatients in Germany
por: Roderburg, Christoph, et al.
Publicado: (2022)

Antibiotic therapy is associated with an increased incidence of cancer
por: Roderburg, Christoph, et al.
Publicado: (2022)

Adult Body Height Is Associated with the Risk of Type 2 but Not Type 1 Diabetes Mellitus: A Retrospective Cohort Study of 783,029 Individuals in Germany
por: Loosen, Sven H., et al.
Publicado: (2023)

The association between body height and cancer: a retrospective analysis of 784,192 outpatients in Germany
por: Krieg, Sarah, et al.
Publicado: (2022)

Infectious mononucleosis is associated with an increased incidence of multiple sclerosis: Results from a cohort study of 32,116 outpatients in Germany
por: Loosen, Sven H., et al.
Publicado: (2022)

Non-Alcoholic Fatty Liver Disease (NAFLD) and risk of new-onset heart failure: a retrospective analysis of 173,966 patients
por: Roderburg, Christoph, et al.
Publicado: (2023)

Prevalence of Lung Metastases among 19,321 Metastatic Colorectal Cancer Patients in Eight Countries of Europe and Asia
por: Jördens, Markus S., et al.
Publicado: (2021)

Factors Associated with Non-Severe Adverse Reactions after Vaccination against SARS-CoV-2: A Cohort Study of 908,869 Outpatient Vaccinations in Germany
por: Loosen, Sven H., et al.
Publicado: (2022)

Obesity and lipid metabolism disorders determine the risk for development of long COVID syndrome: a cross-sectional study from 50,402 COVID-19 patients
por: Loosen, Sven H., et al.
Publicado: (2022)

Non-alcoholic fatty liver disease (NAFLD) is associated with an increased incidence of chronic kidney disease (CKD)
por: Roderburg, Christoph, et al.
Publicado: (2023)

Prevalence of Upper Respiratory Tract Infections Before, During, and After the COVID-19 Pandemic in Germany: A Cross-Sectional Study of 2 167 453 Outpatients
por: Loosen, Sven H., et al.
Publicado: (2023)

A Combined Score of Circulating miRNAs Allows Outcome Prediction in Critically Ill Patients
por: Roderburg, Christoph, et al.
Publicado: (2019)

The Landscape of Outpatient Palliative Care in Germany: Results from a Retrospective Analysis of 14,792 Patients
por: Loosen, Sven H., et al.
Publicado: (2022)

Are sleep disorders associated with the risk of gastrointestinal cancer?—A case–control study
por: Loosen, Sven, et al.
Publicado: (2023)

Cannot write session to /tmp/vufind_sessions/sess_ishal2rt37nsjqa94batbmua60