About
Martin Tabakov has extensive experience in projects applying IT solutions in medicine. His research provides solutions for computed tomography image segmentation and recognition problems, histopathology image analysis problems, capsule endoscopy pathology recognition and others.
Education
MsC in Computer Science
Wroclaw University of Science and Technology · 2000
PhD in Computer Science
Wroclaw University of Science and Technology · 2004
Publications
Assessment of Ki-67 proliferation index with deep learning in DCIS (ductal carcinoma in situ)
2022 · *Scientific Reports*
Morphological analysis of histopathological images using deep learning
2021 · *Advances in Computational Collective Intelligence : 13th International Conference, ICCCI 2021, Kallithea, Rhodes, Greece, September 29 - October 1, 2021 : proceedings*
Classification with fuzzification optimization combining fuzzy information systems and type-2 fuzzy inference
2021 · *Applied Sciences*
A New Region Growing Medical Image Segmentation Algorithm Based on Interval Type-2 Fuzzy Sets
2020 · *Web, Artificial Intelligence and Network Applications : proceedings of the Workshops of the 34th International Conference on Advanced Information Networking and Applications (WAINA-2020)*
A new reasoning approach combining information systems and interval type-2 fuzzy sets
2019 · *Journal of Intelligent & Fuzzy Systems*
Bionic hand control in real-time based on electromyography signal analysis
2018 · *Transaction on Computational Collective Intelligence XXIX*
Recommender system based on fuzzy reasoning and information systems
2018 · *Computational collective intelligence : 10th International Conference, ICCCI 2018, Bristol, UK, September 5-7, 2018 : proceedings. Pt. 1*
Bionic hand control in real-time based on electromyography signal analysis
2018
Fuzzy bionic hand control in real-time based on electromyography signal analysis
2016 · *Computational Collective Intelligence : 8th International Conference, ICCCI 2016, Halkidiki, Greece, September 28-30, 2016 : proceedings. Pt. 1*
Proposition of electromyographic signal interpretation in the rehabilitation process of patients with spinal cord injuries
2016 · *Advances and intelligent computations in diagnosis and control*
Segmentation of histopathology HER2/neu images with fuzzy decision tree and Takagi-Sugeno reasoning
2014 · *Computers in Biology and Medicine*
HER-2/neu breast cancer diagnosis procedure, based on histopathology image analysis
2014 · *Proceedings IWBBIO 2014 : International Work-Conference on Bioinformatics and Biomedical Engineering, Granada, April 7-9 2014. Vol. 1*
An automatic method for cell membrane extraction in histopathology HER2 images
2014 · *Intelligent systems in technical and medical diagnostics*
Decision support system for histopathological diagnosis of HER2 breast cancer using Pawlak’s information system and Mamadani type fuzzy control
2013 · *Journal of Intelligent Computing*
Using fuzzy Sugeno integral as an aggregation operator of ensemble of fuzzy decision trees in the recognition of HER2 breast cancer histopathology images
2013 · *International Conference on Computer Medical Applications, ICCMA' 2013 : January 20-22 2013, Sousse, Tunisia.*
Histopathology decision support system using rough sets and fuzzy control
2013
Recognition of HER-2/neu breast cancer cell membranes with fuzzy rough sets
2013 · *Recent researches in medicine, biology and bioscience : proceedings of the 4th International Conference on Bioscience and Bioinformatics (ICBB '13), Chania, Crete Island, Greece, August 27-29, 2013*
Similarity analysis of histopathology cell structures using fuzzy rough sets
2013 · *World Congress on Computer & Information Technologies, WCCIT 2013 : 22-24 June 2013, Sousse, Tunisia.*
Classification of HER2 breast cancer with ensemble of fuzzy decision trees
2012 · *Journal of Multimedia Processing and Technologies*
Fuzzy Sugeno integral interpretation with application in histopathology image analysis
2010 · *Systems Science*
A rule-based region growing fuzzy segmentation system for pathological brain computed tomography images
2010 · *Systems Science*
Calculating accurate volume of spontaneous intracerebral hematoma
2008 · *The Fifth International Conference on Soft Computing as Transdisciplinary Science and Technology, [CSTST '2008] : proceedings, Cergy-Pontoise, France, October 28th - October 31st 2008*
A method for calculating accurate volume of objects from tomographic scans and its medical application
2008 · *Information systems architecture and technology : designing, development and implementation of information systems*
On automation of brain CT image analysis
2008 · *Proceedings of the International Multiconference on Computer Science and Information Technology, Wisła, Poland, October 20-22, 2008*
Using fuzzy segmentation for colour image enhancement of computed tomography perfusion images
2008 · *Intelligence integration in distributed knowledge manegement*
Rozpoznanie cech geometrycznych charakteryzujących zmiany zanikowe mózgu w chorobie Alzheimera dla danych obrazowych z tomografii komputerowej
2008 · *Psychogeriatria Polska*
A fuzzy segmentation method for computed tomography images
2007 · *International Journal of Intelligent Information and Database Systems*
A fuzzy clustering technique for medical image segmentation
2006 · *2006 International Symposium on Evolving Fuzzy System. Proceedings, Ambleside, Lake District, UK, September 7-9, 2006*
Metoda rozmytej klasteryzacji obrazów tomografii komputerowej
2006 · *Inżynieria wiedzy i systemy ekspertowe, [Wrocław, 21-23 czerwca 2006]. T. 1*
Medical image segmentation method using fuzzy eqivalence relation
2003 · *Computer recognition systems. [3rd Conference on Computer Recognition Systems - KOSYR 3003], [Miłków, 26th-29th May 2003]*
Algorytmy segmentacji obrazów medycznych z wykorzystaniem rozmytej relacji równoważności
2001
Using fuzzy sets and box - counting dimension in medical image processing
2001 · *Computer recognition systems. [2nd Conference on Computer Recognition Systems - KOSYR 2001], [Miłków, Poland, 28th-31st May 2001]*
Zastosowanie teorii zbiorów rozmytych w przetwarzaniu medycznej informacji obrazowej: podstawowe pojęcia i definicje
2001
The computerised system for measurement of the intima-media thickness
2000 · *Medical informatics & technologies. MIT 2000, [Ustroń, 8th-10th November 2000]*
