Program for Medical Data Processing and Disease Progression Prediction

Student: Gureeva Alexandra

Educational Programme: Software Engineering (Bachelor)

Final Grade: 8

Year of Graduation: 2016

We introduce a new software that can be used in Russian hospitals in the departments of liver surgery. Currently, there is a lack of software programs in Russian healthcare that allow automating inner processes. That is why our goal is to create a multipurpose system, which main functions are patients’ data aggregation, the analysis of the statistical relations between different variables, and the prediction of possible complications after surgical drain. This paper provides the architecture of the system and describes the steps of predictive model creation. During the construction, formal concept analysis (FCA) is applied.

Full text (added May 30, 2016)

Student Theses at HSE must be completed in accordance with the University Rules and regulations specified by each educational programme.

Summaries of all theses must be published and made freely available on the HSE website.

The full text of a thesis can be published in open access on the HSE website only if the authoring student (copyright holder) agrees, or, if the thesis was written by a team of students, if all the co-authors (copyright holders) agree. After a thesis is published on the HSE website, it obtains the status of an online publication.

Student theses are objects of copyright and their use is subject to limitations in accordance with the Russian Federation’s law on intellectual property.

In the event that a thesis is quoted or otherwise used, reference to the author’s name and the source of quotation is required.

Search all student theses