RTU Research Outputs and Resources: Reasearch Staff

Use of Machine Learning Approaches to Improve Non-invasive Skin Melanoma Diagnostic Method in Spectral Range 450 - 950nm
(2020)

Andrejs Bondarenko, Jurijs Čižovs, Dilshat Uteshev, Dmitrijs Bļizņuks, Alexey Lihachev, Ilze Lihacova
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Identification of the Most Informative Wavelengths for Non-invasive Melanoma Diagnostics in Spectral Region from 450 to 950 nm
(2020)

Dmitrijs Bļizņuks, Jurijs Čižovs, Andrejs Bondarenko, Dilshat Uteshev, Alexey Lihachev, Ilze Lihacova
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Challenges of Automatic Processing of Large Amount of Skin Lesion Multispectral Data
(2020)

Ilze Lihacova, Evija Cibuļska, Alexey Lihachev, Marta Lanģe, Emilija-Vija Ploriņa, Dmitrijs Bļizņuks, Aleksandrs Derjabo, Norbert Kiss
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Embedded Neural Network System for Microorganisms Growth Analysis
(2020)

Dmitrijs Bļizņuks, Jurijs Čižovs, Andrejs Bondarenko, Dilshat Uteshev, Jānis Liepiņš, Stivens Zoļins, Alexey Lihachev, Ilze Lihacova
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Multispectral and Autofluorescence RGB Imaging for Skin Cancer Diagnostics
(2019)

Vanesa Lukinsone, Ilona Kuzmina, Rita Veilande, Dmitrijs Bļizņuks, Katrīna Šmite, Emilija Vija Plorina, Alexander Derjabo, Ilze Lihacova, Janis Spiguls
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Towards to Deep Neural Network Application with Limited Training Data: Synthesis of Melanoma's Diffuse Reflectance Spectral Images
(2019)

Katrīna Šmite, Dmitrijs Bļizņuks, Dilshat Uteshev, Ilze Lihacova, Aleksey Lihachev, Jurijs Čižovs, Andrey Bondarenko
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Imaging of LED-Excited Autofluorescence Photobleaching Rates for Skin Lesion Diagnostics
(2019)

Aleksey Lihachev, Emilija Vija Plorina, Marta Lange, Ilze Lihacova, Alexander Derjabo, Dmitrijs Bļizņuks
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Quality Enhancement of Multispectral Images for Skin Cancer Optical Diagnostics
(2018)

Katrīna Šmite, Dmitrijs Bļizņuks, Ilze Lihacova, Aleksejs Lihachov
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Optical Design Improvement for Non-Contact Skin Cancer Diagnostic Device
(2018)

Emilija-Vija Plorina, Dmitrijs Bļizņuks, Alexander Derjabo, Alexey Lihachev, Ilze Lihacova, Ilze Osina, Marta Lange
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Evaluating the Aging of the Scars after Cancer Removal by Using Multispectral Diagnostic Device
(2018)

Marta Lange, Aleksejs Lihachev, Emilija-Vija Plorina, Alexander Derjabo, Ilze Lihacova, Ilze Osina, Dmitrijs Bļizņuks, Jānis Spīgulis
Full-text conference paper published in conference proceedings indexed in SCOPUS or WOS database

Information about Author

Publications

Use of Machine Learning Approaches to Improve Non-invasive Skin Melanoma Diagnostic Method in Spectral Range 450 - 950nm
(2020)

Identification of the Most Informative Wavelengths for Non-invasive Melanoma Diagnostics in Spectral Region from 450 to 950 nm
(2020)

Challenges of Automatic Processing of Large Amount of Skin Lesion Multispectral Data
(2020)

Embedded Neural Network System for Microorganisms Growth Analysis
(2020)

Multispectral and Autofluorescence RGB Imaging for Skin Cancer Diagnostics
(2019)

Towards to Deep Neural Network Application with Limited Training Data: Synthesis of Melanoma's Diffuse Reflectance Spectral Images
(2019)

Imaging of LED-Excited Autofluorescence Photobleaching Rates for Skin Lesion Diagnostics
(2019)

Quality Enhancement of Multispectral Images for Skin Cancer Optical Diagnostics
(2018)

Optical Design Improvement for Non-Contact Skin Cancer Diagnostic Device
(2018)

Evaluating the Aging of the Scars after Cancer Removal by Using Multispectral Diagnostic Device
(2018)

Information about Author

Publications

Use of Machine Learning Approaches to Improve Non-invasive Skin Melanoma Diagnostic Method in Spectral Range 450 - 950nm (2020)

Identification of the Most Informative Wavelengths for Non-invasive Melanoma Diagnostics in Spectral Region from 450 to 950 nm (2020)

Challenges of Automatic Processing of Large Amount of Skin Lesion Multispectral Data (2020)

Embedded Neural Network System for Microorganisms Growth Analysis (2020)

Multispectral and Autofluorescence RGB Imaging for Skin Cancer Diagnostics (2019)

Towards to Deep Neural Network Application with Limited Training Data: Synthesis of Melanoma's Diffuse Reflectance Spectral Images (2019)

Imaging of LED-Excited Autofluorescence Photobleaching Rates for Skin Lesion Diagnostics (2019)

Quality Enhancement of Multispectral Images for Skin Cancer Optical Diagnostics (2018)

Optical Design Improvement for Non-Contact Skin Cancer Diagnostic Device (2018)

Evaluating the Aging of the Scars after Cancer Removal by Using Multispectral Diagnostic Device (2018)

Use of Machine Learning Approaches to Improve Non-invasive Skin Melanoma Diagnostic Method in Spectral Range 450 - 950nm
(2020)

Identification of the Most Informative Wavelengths for Non-invasive Melanoma Diagnostics in Spectral Region from 450 to 950 nm
(2020)

Challenges of Automatic Processing of Large Amount of Skin Lesion Multispectral Data
(2020)

Embedded Neural Network System for Microorganisms Growth Analysis
(2020)

Multispectral and Autofluorescence RGB Imaging for Skin Cancer Diagnostics
(2019)

Towards to Deep Neural Network Application with Limited Training Data: Synthesis of Melanoma's Diffuse Reflectance Spectral Images
(2019)

Imaging of LED-Excited Autofluorescence Photobleaching Rates for Skin Lesion Diagnostics
(2019)

Quality Enhancement of Multispectral Images for Skin Cancer Optical Diagnostics
(2018)

Optical Design Improvement for Non-Contact Skin Cancer Diagnostic Device
(2018)

Evaluating the Aging of the Scars after Cancer Removal by Using Multispectral Diagnostic Device
(2018)