Personal information

Other IDs

Scopus Author ID: 57194241356

Countries

Germany

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Education and qualifications (2)

National Research Tomsk Polytechnic University: Tomsk, RU

2016 to present | MS
Education
Source: Self-asserted source
Aleksei Dudchenko

National Research Tomsk Polytechnic University: Tomsk , RU

2010-08-25 to 2014-06-25 | bachelor (Institute of Cybernetics)
Education
Source: Self-asserted source
Aleksei Dudchenko

Works (9)

Graph-Representation of Patient Data: a Systematic Literature Review

Journal of Medical Systems
2020-04 | Journal article
DOI: 10.1007/s10916-020-1538-4
Contributors: Jens Schrodt; Aleksei Dudchenko; Petra Knaup-Gregori; Matthias Ganzinger
Source: check_circle
Crossref

Diagnoses Detection in Short Snippets of Narrative Medical Texts

Procedia Computer Science
2019 | Conference paper
DOI: 10.1016/j.procs.2019.08.190
EID:

2-s2.0-85074542121
Contributors: Dudchenko, A.; Ganzinger, M.; Kopanitsa, G.
Source: Self-asserted source
Aleksei Dudchenko via Scopus - Elsevier

Establishment of the danube medical informatics network: Experiences and current state

Studies in Health Technology and Informatics
2019 | Book
DOI: 10.3233/978-1-61499-959-1-257
EID:

2-s2.0-85064208334
Contributors: Flores, B.; Ganzinger, M.; Dudchenko, A.; Knaup, P.
Source: Self-asserted source
Aleksei Dudchenko via Scopus - Elsevier

Extraction from Medical Records

Studies in health technology and informatics
2019 | Journal article
EID:

2-s2.0-85067131051
Contributors: Dudchenko, A.; Dudchenko, P.; Ganzinger, M.; Kopanitsa, G.
Source: Self-asserted source
Aleksei Dudchenko via Scopus - Elsevier

Heart Disease Dataset Clusterization

Studies in health technology and informatics
2019 | Journal article
EID:

2-s2.0-85067121838
Contributors: Dudchenko, P.; Dudchenko, A.; Kopanitsa, G.
Source: Self-asserted source
Aleksei Dudchenko via Scopus - Elsevier

Optimization of Clinical Decision Support Based on Pearson Correlation of Attributes

Studies in health technology and informatics
2019 | Journal article
EID:

2-s2.0-85067108864
Contributors: Dudchenko, A.; Ganzinger, M.; Kopanitsa, G.
Source: Self-asserted source
Aleksei Dudchenko via Scopus - Elsevier

Comparison of Word Embeddings for Extraction from Medical Records

International Journal of Environmental Research and Public Health
2019-11 | Journal article | Author
DOI: 10.3390/ijerph16224360
Contributors: Aleksei Dudchenko; Georgy Kopanitsa
Source: check_circle
Multidisciplinary Digital Publishing Institute
grade
Preferred source (of 3)‎

A predictive model for patient similarity: Classes based on secondary data and simple measurements as predictors

Studies in Health Technology and Informatics
2018 | Book
DOI: 10.3233/978-1-61499-868-6-167
EID:

2-s2.0-85049049286
Contributors: Dudchenko, A.; Kopanitsa, G.; Knaup, P.; Ganzinger, M.
Source: Self-asserted source
Aleksei Dudchenko via Scopus - Elsevier

Decision support systems in cardiology: A systematic review

Studies in Health Technology and Informatics
2017 | Book
DOI: 10.3233/978-1-61499-761-0-209
EID:

2-s2.0-85019433944
Contributors: Dudchenko, A.; Kopanitsa, G.
Source: Self-asserted source
Aleksei Dudchenko via Scopus - Elsevier

Peer review (1 review for 1 publication/grant)

Review activity for npj digital medicine. (1)
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