[图书][B] Synthetic data for deep learning
SI Nikolenko - 2021 - Springer
You are holding in your hands… oh, come on, who holds books like this in their hands
anymore? Anyway, you are reading this, and it means that I have managed to release one of …
anymore? Anyway, you are reading this, and it means that I have managed to release one of …
Multivariate generative adversarial networks and their loss functions for synthesis of multichannel ecgs
Access to medical data is highly regulated due to its sensitive nature, which can constrain
communities' ability to utilize these data for research or clinical purposes. Common de …
communities' ability to utilize these data for research or clinical purposes. Common de …
[HTML][HTML] Generative adversarial networks for creating synthetic free-text medical data: a proposal for collaborative research and re-use of machine learning models
SN Kasthurirathne, G Dexter… - AMIA Summits on …, 2021 - ncbi.nlm.nih.gov
Abstract Restrictions in sharing Patient Health Identifiers (PHI) limit cross-organizational re-
use of free-text medical data. We leverage Generative Adversarial Networks (GAN) to …
use of free-text medical data. We leverage Generative Adversarial Networks (GAN) to …
Decision-Support for Rheumatoid Arthritis Using Bayesian Networks: Diagnosis, Management, and Personalised Care
A Fahmi - 2021 - qmro.qmul.ac.uk
Bayesian networks (BNs) have been widely proposed for medical decision support. One
advantage of a BN is reasoning under uncertainty, which is pervasive in medicine. Another …
advantage of a BN is reasoning under uncertainty, which is pervasive in medicine. Another …
Perspective and Experiences of Decision Support Systems (DSS) and AI in Prevention and Care for Older Adults
S Orte, P Subías-Beltrán, E Vargiu… - Digital Health Technology …, 2021 - Springer
This chapter describes the experience with the NESTORE DSS, a software conceived to be
the brain of the system, and the main collector of information, which objective is to …
the brain of the system, and the main collector of information, which objective is to …
[PDF][PDF] New methods for algorithm evaluation and cluster initialisation with applications to healthcare
HD Wilde - 2021 - core.ac.uk
This thesis explores three themes related to modern operational research: evaluating the
objective performance of an algorithm, combining clustering with concepts of mathematical …
objective performance of an algorithm, combining clustering with concepts of mathematical …
[PDF][PDF] Methoden und Werkzeuge zur privatheitsbewahrenden Synthese medizinischer Forschungsdaten
C Schober - 2021 - serwiss.bib.hs-hannover.de
In der medizinischen Forschung nimmt die Bedeutung, langfristigen Zugriff auf
hochqualitative medizinische Daten zu erhalten, stetig zu. Aus wissenschaftlicher, ethischer …
hochqualitative medizinische Daten zu erhalten, stetig zu. Aus wissenschaftlicher, ethischer …
Synthetic Electronic Medical Record Generation using Generative Adversarial Networks
MR Beyki - 2021 - vtechworks.lib.vt.edu
It has been a while that computers have replaced our record books, and medical records are
no exception. Electronic Health Records (EHR) are digital version of a patient's medical …
no exception. Electronic Health Records (EHR) are digital version of a patient's medical …