Title:	CREATION OF A PUBLICLY ACCESSIBLE RESOURCE FOR INCREASING THE VOLUME OF FREELY DISTRIBUTED MEDICAL DATASETS
Author(s):	Artyom Lobantsev, Artyom Beresnev, Mark Tkachenko, Olga Alekseeva, Natalia Gusarova, Aleksandra Vatian and Anatoly Shalyto
ISBN:	978-989-8704-19-1
Editors:	Piet Kommers and Guo Chao Peng
Year:	2020
Edition:	Single
Keywords:	Medical Dataset, Publically Accessible Resource, Radiologist's Motivation
Type:	Full
First Page:	19
Last Page:	26
Language:	English
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Full Contents:	click to dowload
Paper Abstract:	The lack of data of the required volume and quality is a bottleneck for the widespread use of artificial intelligence technologies in all spheres of human being. This issue is especially acute in medicine. The article discusses the social, motivational and organizational aspects of this problem. As a means to increase the volume of freely distributed medical datasets the creation of a publicly accessible Internet-resource is proposed, which would combine the work of students and young professionals, led by expert radiologists, as well as IT professionals involved in improving markup tools and building datasets. Participating in such kind of work will leverage the motivation of mature specialists and the professional level of young ones. Patients and their attending physicians who wish to promptly receive a second (expert) report on the diagnosis and course of the disease and who agree to use their information anonymously to form datasets will provide the flow of input information. Through an expert survey, we identified the requirements for such a resource. The main business process of such a resource and its system architecture are represented. We conducted experimental studies of the main functionalities of the developed service in terms of meeting the user's requirements as well as a security audit. Quite high estimates were obtained, which allows us to proceed to launch the resource on the platform of the ITMO University (St. Petersburg, Russia).
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