Faculty & staff

Dmitry specializes in Information Engineering. Most of his research concentrates on development of methods for processing and analysis of biomedical data.

Dmitry holds a B.Sc. in Electrical Engineering and a B.Sc. in Applied Mathematics from HIT. His Ph.D. is from the University of Tsukuba, Japan.

2020 – 2021 University of Tsukuba, Tsukuba, Ibaraki, Japan

Ph.D. Systems and Information Engineering

2012 – 2017 - Holon Institute of Technology, Holon, Israel
B.Sc. Electrical and Electronics Engineering - Magna Cum Laude

2013 – 2016 - Holon Institute of Technology, Holon, Israel
B.Sc. Applied Mathematics - Summa Cum Laude

• Algorithms in multimedia and machine learning using Python
• Practical applications of Signal Processing

General: Development of Processing and Analysis Methods for Biomedical Information

Current: Processing and Analysis of Brain Activity Patterns
Utilization of fNIRS, EEG, MEG and other devices to assess brain activity for disorder diagnosis (e.g. ADHD, MDD, PD, etc.), language production and acquisition, and fundamental research of human brain performance.
 

fNIRS: non-Stationary Preprocessing Methods

Patashov Dmitry, Menahem Yakir, Gurevitch Guy, Kameda Yoshinari, Goldstein Dmitry, Balberg Michal;
Elsevier; Biomedical Signal Processing and Control; 
DOI: 10.1016/j.bspc.2022.104110

Preprocessing fNIRS data using the Cumulative Curve Fitting Approximation algorithm

Patashov Dmitry, Menahem Yakir, Kameda Yoshinari, Goldstein Dmitry, Balberg Michal;
Biophotonics Congress: Biomedical Optics; BioMed 2022; paper BM2C.7; Optica Publishing Group;
DOI: 10.1364/BRAIN.2022.BM2C.7
 

Preprocessing fNIRS data using the Cumulative Curve Fitting Approximation algorithm; Patashov Dmitry, Menahem Yakir, Kameda Yoshinari, Goldstein Dmitry, Balberg Michal;
BioMed 2022; Biophotonics Congress: Biomedical Optics 2022; Fort Lauderdale, Florida, USA, 24-27.04.2022;

Detrending fNIRS Data Using the Cumulative Curve Fitting Approximation; Patashov Dmitry, Menahem Yakir, Kameda Yoshinari, Goldstein Dmitry, Balberg Michal;
Virtual fNIRS 2021; Society of fNIRS Virtual Conference 2021; 18-22.10.2021;
 

fNIRS Artifact Removal Using Selective Source Separation; Patashov Dmitry, Menahem Yakir, Kameda Yoshinari, Goldstein Dmitry, Balberg Michal; Type: Oral Presentation; OSA Biophotonics Congress: Optics in the Life Sciences; Virtual Conference, USA; 12-16.04.2021;

Artifact detection based on statistical properties; Patashov Dmitry, Menahem Yakir, Kameda Yoshinari, Goldstein Dmitry, Balberg Michal; Type: Oral Presentation; fNIRS Datablitz 2020; Virtual Conference, Boston, USA; The Society for functional Near Infrared Spectroscopy; 12-14.10.2020;

The effects of dual tasking and aging on event related potential (ERP) components of gait cycle; Inbal Maidan, Shiran Shustak, Dmitry Patashov, Eran Gazit, Boris Shapiro, Aviran Levy, Nir Giladi, Jeff Hausdorff, Anat Mirelman; Type: Oral Presentation; The International Society of Posture and Gait Research; Edinburgh International Conference Centre, Edinburgh, United Kingdom; ISPGR; 30.06-04.07.2019

Homologous Connectivity Maps Can Discriminate Diseased from Healthy Brains; Dmitry Patashov, Dmitry Goldstein, Michal Balberg; Type: Oral Presentation; OSA Biophotonics Congress: Optics in the Life Sciences; Loews Ventana Canyon Resort, Tucson, Arizona, USA; 14-17.04.2019

Near Infrared Assessment of Brain Disease; D.Patashov, Y.Menahem, G.Gurevitch, T.Handler, D.Goldstein, M.Balberg; Type: Poster Presentation; IBT - Israel Brain Technologies: BrainTech 2019, 4th International Brain Technology Conference;  InterContinental David, Tel Aviv, Israel; 04-05.03.2019

The effects of dual tasking and aging on event related potential (ERP) components of gait cycle; *Maidan I, *Patashov D, Shustak S, Gazit E, Shapiro B, Levy A, Sosnik R, Giladi N, Hausdorff JM, Mirelman A; *Authors with equal contribution; Type: Poster Presentation; IBT - Israel Brain Technologies: BrainTech 2019, 4th International Brain Technology Conference; InterContinental David, Tel Aviv, Israel; 04-05.03.2019

fNIRS and fMRI Comparison in Healthy Subjects and Patients with Brain Disease; D.Patashov, D.Tchertov, E.Tzdaka, Y.Zamir, G.Gurevitch, T.Handler, D.Goldstein, M.Balberg; Type: Poster Presentation; fNIRS 2018, Biennial meeting of the Society for fNIRS; University of Tokyo, central Tokyo, Tokyo, Japan; 05-08.10.2018

Development of a method to identify walking pattern and performance in a virtual reality obstacle course; Patashov Dmitry, Ben-Haim Ohad, Yakobi Shelly, Gazit Eran, Maidan Inbal, Mirelman Anat, Goldstein Dmitry, Hausdorff JM; Type: Poster Presentation; ISMBE 2016, International conference on Biomedical Engineering; International Convention Center, Haifa, Israel; 24.02.2016