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Alle Papers – Machine Learning im Gesundheitswesen

104.468 Papers insgesamt · Seite 2 von 400

26.

Scalable and accurate deep learning with electronic health records

2018·2.313 Zit.·npj Digital MedicineOA
27.

The “All of Us” Research Program

2019·2.256 Zit.·New England Journal of MedicineOA
28.

Artificial intelligence in medicine

2017·2.228 Zit.·Metabolism
29.

BERT4Rec

2019·2.201 Zit.
30.

Logistic regression and artificial neural network classification models: a methodology review

2002·2.169 Zit.·Journal of Biomedical Informatics
31.

A Survey on Explainable Artificial Intelligence (XAI): Toward Medical XAI

2020·2.073 Zit.·IEEE Transactions on Neural Networks and Learning SystemsOA
32.

Recurrent Neural Networks for Multivariate Time Series with Missing Values

2018·2.070 Zit.·Scientific ReportsOA
33.

Big Data and Machine Learning in Health Care

2018·2.054 Zit.·JAMA
34.

Flexible Imputation of Missing Data, Second Edition

2018·2.052 Zit.
35.

Deep Learning for Health Informatics

2016·1.965 Zit.·IEEE Journal of Biomedical and Health InformaticsOA
36.

Explainable machine-learning predictions for the prevention of hypoxaemia during surgery

2018·1.952 Zit.·Nature Biomedical Engineering
37.

Can AI Help in Screening Viral and COVID-19 Pneumonia?

2020·1.881 Zit.·IEEE AccessOA
38.

A systematic review shows no performance benefit of machine learning over logistic regression for clinical prediction models

2019·1.879 Zit.·Journal of Clinical EpidemiologyOA
39.

DeepSurv: personalized treatment recommender system using a Cox proportional hazards deep neural network

2018·1.843 Zit.·BMC Medical Research MethodologyOA
40.

XAI—Explainable artificial intelligence

2019·1.840 Zit.·Science RoboticsOA
41.

Towards better clinical prediction models: seven steps for development and an ABCD for validation

2014·1.837 Zit.·European Heart JournalOA
42.

The eICU Collaborative Research Database, a freely available multi-center database for critical care research

2018·1.765 Zit.·Scientific DataOA
43.

ChatGPT: five priorities for research

2023·1.757 Zit.·NatureOA
44.

Validation of a modified Early Warning Score in medical admissions

2001·1.754 Zit.·QJM
45.

Deep Patient: An Unsupervised Representation to Predict the Future of Patients from the Electronic Health Records

2016·1.704 Zit.·Scientific ReportsOA
46.

The Inevitable Application of Big Data to Health Care

2013·1.669 Zit.·JAMA
47.

Causability and explainability of artificial intelligence in medicine

2019·1.659 Zit.·Wiley Interdisciplinary Reviews Data Mining and Knowledge DiscoveryOA
48.

Mining electronic health records: towards better research applications and clinical care

2012·1.658 Zit.·Nature Reviews Genetics
49.

Text Data Augmentation for Deep Learning

2021·1.658 Zit.·Journal Of Big DataOA
50.

Machine learning for medical diagnosis: history, state of the art and perspective

2001·1.648 Zit.·Artificial Intelligence in Medicine