HomeResearch Teams

Research Teams

Below you will find a brief description of the EHTIC research teams along with a short biography of each scholar.

prof. dr hab. inż. Ewa Piętka

prof. dr hab. inż. Ewa Piętka

Head of the Department

  • analysis of biomedical signals and images
  • design of computer-aided diagnostic and medical therapy systems
  • medical informatics
prof. dr hab. inż. Paweł Badura

prof. dr hab. inż. Paweł Badura

  • biomedical image and signal analysis
  • artificial intelligence, deep learning, machine learning
  • Computer-aided systems for medical diagnosis and therapy
prof. dr hab. inż. Dominik Spinczyk

prof. dr hab. inż. Dominik Spinczyk

  • data analysis, incl. medical data
  • AI
  • computer-aided medical therapy
dr hab. inż. Arkadiusz Gertych, prof. PŚ

dr hab. inż. Arkadiusz Gertych, prof. PŚ

  • pathomorphology and computational oncology
  • AI applications in cancer diagnosis and treatment
  • biomarkers in personalized medicine
  • bioimage informatics
dr hab. inż. Paweł Kostka, prof. PŚ

dr hab. inż. Paweł Kostka, prof. PŚ

  • digital biomedical signal processing
  • HRV analysis
  • biomedical electronics
  • surgical robots
dr inż. Aleksandra Badura

dr inż. Aleksandra Badura

  • biomedical signal analysis 
  • pain monitoring in physiotherapy
  • voice analysis
  • artificial intelligence, machine learning
dr inż. Marta Biesok

dr inż. Marta Biesok

  • medical image processing and analysis

  • biocybernetics and artificial intelligence
  • data acquisition
dr inż. Anna Filipowska

dr inż. Anna Filipowska

  • in silico drug testing

  • QSAR models
  • data analysis incl. medical data
  • biomorphic materials

 

dr inż. Michał Kręcichwost

dr inż. Michał Kręcichwost

  • analysis of biomedical signals, especially speech signals
  • AI, machine learning, deep learning
  • computer-aided speech therapy and diagnosis systems
dr Barbara Mika

dr Barbara Mika

  • mathematical modelling in biology and medicine

  • digital processing of biomedical signals
  • electrogastrography

 

dr inż. Paweł Raif

dr inż. Paweł Raif

  • AI

  • deep learning

  • reinforcement learning

 

dr inż. Agata Sage

dr inż. Agata Sage

  • image and signal analysis

  • AI, machine learning, deep learning
  • computer vision in speech diagnosis and therapy

 

dr inż. Piotr Zarychta

dr inż. Piotr Zarychta

  • biomedical signals and images analysis

  • computer-aided medical diognosis systems dedicated to lower limb (knee joint arthroplasty, cruciate ligaments)

 

mgr inż. Joanna Chwał

PhD student
  • digital signal processing
  • image processing
  • deep learning
  • 3D graphics

 

mgr inż. Jakub Gumulski

mgr inż. Jakub Gumulski

PhD student
mgr inż. Anna Silan

mgr inż. Anna Silan

doktorantka
  • supporting the diagnosis of dermatological issues
  • machine learning in sign language analysis
  • analysis of medical images using artificial intelligence
mgr inż. Agnieszka Różańska

mgr inż. Agnieszka Różańska

PhD student
mgr inż. Mirella Kluza

mgr inż. Mirella Kluza

doktorant
  • digital biomedical signal processing
  • biomedical electronics
  • biomedical impedance analysis
dr hab. inż. Joanna Czajkowska, prof. PŚ

dr hab. inż. Joanna Czajkowska, prof. PŚ

Deputy Head of the Department
  • biomedical image processing and analysis
  • computer-aided diagnosis systems
  • computer-aided skin diseases diagnosis
  • artificial intelligence and machine learning
prof. dr hab. inż. Andrzej W. Mitas

prof. dr hab. inż. Andrzej W. Mitas

  • biomedical signal analysis 
  • physiological and behavioral biometrics
  • music and biocybernetics
  • computer-aided diagnosis and therapy systems
dr hab. inż. Maciej Gawlikowski, prof. PŚ

dr hab. inż. Maciej Gawlikowski, prof. PŚ

  • preclinical and clinical studies
  • biocompatibility and hemocompatibility studies
  • mechanical heart support, valve implants
  • renal replacement therapy

dr hab. inż. Dariusz Komorowski, prof. PŚ

  • digital biomedical signal processing
  • HRV analysis
  • biomedical electronics
  • electrogastrography
dr hab. inż. Wojciech Więcławek, prof. PŚ

dr hab. inż. Wojciech Więcławek, prof. PŚ

  • image processing and analysis, especially medical data
  • computer-aided medical diagnosis systems
dr inż. Maria Bieńkowska

dr inż. Maria Bieńkowska

  • biomedical signal analysis
  • speech signal analysis
  • computer-aided diagnosis and therapy systems

 

dr inż. Rafał Doniec

dr inż. Rafał Doniec

  • pattern recognition

  • telemedicine
  • AI
dr Jan Juszczyk

dr Jan Juszczyk

  • medical image analysis
  • computer-aided diagnosis systems

 

dr inż. Daniel Ledwoń

dr inż. Daniel Ledwoń

  • computer vision in motion analysis
  • computer-aided physiotherap
  • AI, machine learning, deep learning
dr inż. Zuzanna Miodońska

dr inż. Zuzanna Miodońska

  • AI and machine learning

  • statistical data analysis

  • speech signal processing and analysis
  • computer-aided speech therapy and diagnosis systems design 
dr inż. Patrycja Romaniszyn-Kania

dr inż. Patrycja Romaniszyn-Kania

  • engineering support  in physiotherapy

  • bahavioral and physiological profile of the patient during therapy

  • hybrid systems for emotion assesment

  • AI and machine learning methods
dr inż. Anna Tamulewicz

dr inż. Anna Tamulewicz

  • bioinformatics
  • digital signal processing
dr Stella Maćkowska

dr Stella Maćkowska

  • computer-aided medical therapy

  • data analysis, including medical data
  • artificial intelligence methods
  • natural language processing methods
  • linguistics

 

mgr inż. Mirosław Czak

mgr inż. Mirosław Czak

PhD student
mgr inż. Aleksandra Juraszczyk

mgr inż. Aleksandra Juraszczyk

PhD student
  • computer-aided memdical diagnostics and therapy
  • medical image analysis and processing 
  • breast diagnosis support

 

mgr inż. Jakub Pałachaniak

PhD student

mgr inż. Bartłomiej Sawaryn

PhD student
  • biomorphic material
  • digital processing of biomedical signals
  • informatics in medicine
  • musculoskeletal system diagnostics diagnostics, joint acoustic signals, medical equipment
The Faculty of Biomedical Engineering

Department of Medical Informatics and Artificial Intelligence

O Katedrze

The Department of Medical Informatics and Artificial Intelligence conducts research and provides education in areas related to developing advanced methods for acquiring, analyzing, and processing single- and multi-dimensional, as well as single- and multi-modal medical data. The department’s main activities include artificial intelligence and cloud computing in medicine; image navigation in cancer diagnosis and therapy; biometrics; teleradiology; modeling of biological structures and processes; telecare and telerehabilitation; interactive rehabilitation; diagnosis of speech defects; pain monitoring in physiotherapy; chronic skin wound monitoring; bioinformatics and computational biology; biomorphic materials; digital circuit design for medicine; tissue and genetic engineering; and artificial organs.

The ongoing work has produced algorithms and systems for computer-aided diagnosis and therapy, including support systems for diagnostic imaging and histopathology. The latest developments use artificial intelligence methods to process biological signals and support therapeutic processes. Department employees are involved in implementing numerous scientific projects funded by domestic and foreign sources in basic and applied research areas. The department collaborates with medical institutions, IT companies, and research institutions to carry out projects with high implementation potential.

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dr inż. Jacek Kawa

dr inż. Jacek Kawa

  • supporting geriatric diagnostics
  • medical image analysis
  • PACS systems
dr inż. Justyna Majewska

dr inż. Justyna Majewska

  • biomorphic materials
dr inż. lek. Bartłomiej Pyciński

dr inż. lek. Bartłomiej Pyciński

  • digital radiological and histological image processing

  • image navigation systems in surgical procedures
  • radiological image archiving and transmission systems

dr inż. Marcin Rudzki

  • Image processing, Insight Segmetation and Registration Toolkit

  • elctronics

dr inż. Agata Wijata

dr inż. Agata Wijata

  • AI and machine learning 

  • medical signals and images analysis 
  • image navigation systems in surgical procedures
  • computer-aided medical diagnosis systems
mgr inż. Klaudia Barańska

mgr inż. Klaudia Barańska

PhD student
mgr inż. Marek Czerw

mgr inż. Marek Czerw

PhD student
  • biomedical electronics 
  • electrocardiography
mgr inż. Aleksandra Marzec-Przyszlak

mgr inż. Aleksandra Marzec-Przyszlak

PhD student
  • immunogenetics
  • certification of medical devices, in particular bio- and hemocompatibility testing
  • mechanical heart support
mgr inż. Natalia Piaseczna

mgr inż. Natalia Piaseczna

PhD student
  • digital biomedical signal processing
  • image processing
  • pattern recognition
mgr inż. Aleksandra Tuszy

mgr inż. Aleksandra Tuszy

doktorantka
  • computer-aided physiotherapy
  • signal processing and analysis
  • personalized therapy system design
Faculty of Biomedical Engineering

Department of Biomaterials and Medical Device Engineering

About

We carry out research and development work of a cognitive and applied nature in the field of production of metallic biomaterials with modified structure and specific mechanical properties (modulus of elasticity, shape memory and superelasticity) with surface layers (passive-diamond) with good physical and chemical properties and biocompatibility, intended for reconstruction and elastic anastomosis of tissues, as well as construction of a new generation of stabilisers for bone anastomoses with surgical instruments.

We are also involved in research on a new generation of robotic rehabilitation-diagnostic equipment for guiding multi-planar active and passive movement of the lower limbs using neurophysiological methods with full use of rehabilitation control and supervision, involving design, manufacturing, technical and clinical studies.

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Anna Ziębowicz, PhD

Anna Ziębowicz, PhD

  • modification of the surface of prosthetic devices to reduce the likelihood of the agent causing prosthetic stomatopathy
  • parafunctions and dysfunctions of the stomatognathic system
  • materials used in dental prosthetics (zirconium, cobalt alloys)
  • implantology
  • CAD/CAM technologies

 

Bożena Gzik-Zroska, PhD

Bożena Gzik-Zroska, PhD

  • application of model tests to the analysis of loads on the human skeletal-muscular system with the use of FEM and the dynamics of multibody systems
  • chest biomechanics
  • experimental determination of mechanical properties of human and animal tissues
  • design of medical equipment, rehabilitation and sport facilities
  • engineering support for planning surgical procedures
Agnieszka Antończyk, PhD

Agnieszka Antończyk, PhD

  • modification of ceramic surfaces (composite)

 

 

 

 

Julia Kolasa, PhD Student

  • research on the structure and physicochemical properties of polymer composite materials used in dentistry
  • design of implants with CAD/CAM technology
  • application of oxide layers to biomaterials
Prof. Zbigniew Paszenda, PhD, DSc

Prof. Zbigniew Paszenda, PhD, DSc

Head of the Department

  • shaping the structure and physicochemical properties of metallic biomaterials
  • tests of corrosive resistance of implants, incl. sterilisation and implantation techniques
  • the structure and physicochemical properties of bioceramics used in prosthetics
  • numerical and experimental analysis of implants
  • robotic devices for multilevel passive and active limb movement using neurophysiological methods

 

Witold Walke, PhD, DSc

Witold Walke, PhD, DSc

  • issues related to the study of the structure and physicochemical properties of biomaterials and the biomechanical aspects of implantation using numerical and experimental methods
  • issues of surface treatment of metal implants and surgical instruments, the assessment of their functional properties, taking into account the medical sterilisation process
Marcin Basiaga, PhD, DSc

Marcin Basiaga, PhD, DSc

  • assessment of mechanical properties of engineering materials
  • modification of the surface of metallic biomaterials
  • design of implants and surgical instruments
  • medical device research expertise
Marcin Kaczmarek, PhD, DSc

Marcin Kaczmarek, PhD, DSc

  • shaping of physicochemical properties of the surface of alloys used for implants
  • development of application technology for shaping NiTi alloy layers
  • analysis of the influence of technological parameters of the processes of producing surface layers on the physicochemical properties and biocompatibility
  • experimental verification of the suitability of the layers for clinical applications

 

Anita Kajzer, PhD

Anita Kajzer, PhD

  • surface engineering of metallic biomaterials
  • electrochemical tests of metallic biomaterials
  • wettability and surface energy tests
  • mechanical tests
Janusz Szewczenko, PhD, DSc

Janusz Szewczenko, PhD, DSc

  • surface functionalization of metallic biomaterials by electrochemical methods and biodegradable polymeric coatings that release active substances
  • activation of bone union with physical factors
  • incremental technologies in regenerative medicine
  • biophysical conditions of implantology

 

Magdalena Antonowicz-Hüpsch, PhD

Magdalena Antonowicz-Hüpsch, PhD

  • modification of the surface of polymeric biomaterials
  • research on degradation of polymeric materials
  • development of new forms of implants, medical and rehabilitation equipment using CAD systems and reverse engineering techniques including virtual imaging technology and 3D scanning
Marta Kiel-Jamrozik, PhD

Marta Kiel-Jamrozik, PhD

  • application of magnesium alloys in medicine
  • shaping the structure and properties of metallic biomaterials (including magnesium alloys) intended for implants
  • modification of the surface of metallic biomaterials
  • application of 3D printing in medicine
  • assessment of the impact of 3D printing parameters on the properties and structures of implants
  • testing the structure and properties of biomaterials
Wojciech Kajzer, PhD

Wojciech Kajzer, PhD

  • surface engineering of metallic biomaterials
  • electrochemical tests of metallic biomaterials
  • mechanical tests
  • numerical analysis using the finite element method
  • reverse engineering
  • incremental technologies




Ada Orłowska, PhD

Ada Orłowska, PhD

  • cellular scaffolding
  • gradient implants
  • implants manufactured by incremental methods
  • modification of the surface of titanium alloys
  • FEM analysis

 

 

Karolina Wilk, PhD

Karolina Wilk, PhD

  • modification of the surface of metallic biomaterials

 

Anna Taratuta, PhD

Anna Taratuta, PhD

  • NiTi alloys for cardiovascular applications
  • modification of the surface of metallic biomaterials
  • application of thin films using the ALD method

 

Julia Lisoń-Kubica, PhD Student

Julia Lisoń-Kubica, PhD Student

  • modification of the surface of metallic biomaterials
  • application of metallic layers

 

Barbara Rynkus, PhD Student

Barbara Rynkus, PhD Student

  • biodegradable magnesium alloys used in medicine
  • methods of surface modification of metallic biomaterials
  • electrochemical studies of metallic biomaterials

Gabriela Wielgus, PhD Student

  • application of additive manufacturing in medicine
  • investigation of mechanical and physicochemical properties of biomaterials

 

Prof. Marek Gzik, PhD, DSc

Prof. Marek Gzik, PhD, DSc

Head of the Department

Jacek Jurkojć, PhD, DSc

Jacek Jurkojć, PhD, DSc

Deputy Head of the Department

Robert Michnik,<br> Prof., PhD, DSc

Robert Michnik,
Prof., PhD, DSc

Wojciech Wolański, <br>Prof., PhD, DSc

Wojciech Wolański,
Prof., PhD, DSc

Alicja Balin, PhD, DSc

Alicja Balin, PhD, DSc

Associate Professor

Piotr Wodarski, PhD, DSc

Piotr Wodarski, PhD, DSc

Associate Professor

Iwona Chuchnowska, PhD

Iwona Chuchnowska, PhD

Agata Guzik-Kopyto, PhD

Agata Guzik-Kopyto, PhD

Katarzyna Jochymczyk-Woźniak, PhD

Katarzyna Jochymczyk-Woźniak, PhD

Edyta Kawlewska, PhD

Edyta Kawlewska, PhD

Kamil Joszko, PhD

Kamil Joszko, PhD

Michał Burkacki, PhD

Michał Burkacki, PhD

Sławomir Suchoń, PhD

Sławomir Suchoń, PhD

Katarzyna Nowakowska-Lipiec, PhD

Katarzyna Nowakowska-Lipiec, PhD

Miłosz Chrzan, PhD

Miłosz Chrzan, PhD

Marta Chmura, PhD

Marta Chmura, PhD

Hanna Zadoń, PhD Student

Hanna Zadoń, PhD Student

Marek Ples, PhD Student

Marek Ples, PhD Student

<br>Dobrochna Fryc, PhD Student


Dobrochna Fryc, PhD Student

Anna Miller-Banaś, PhD Student

Anna Miller-Banaś, PhD Student

Justyna Romanek, PhD Student

Justyna Romanek, PhD Student

Piotr Szaflik, PhD Student

Piotr Szaflik, PhD Student

Ilona Łysy, PhD Student

Ilona Łysy, PhD Student

Tayyaba Nosheen, PhD Student

Tayyaba Nosheen, PhD Student

Grzegorz Dulęba, PhD Student

Grzegorz Dulęba, PhD Student

Faculty of Biomedical Engineering

Department of Biomechatronics

About

We carry out scientific research and experimental studies focused on the areas of broadly understood human locomotor biomechanics, determination of material characteristics of structures and tissues, and modelling of objects or other phenomena in virtual reality. 

Our reseach work includes the application of Virtual Reality Technology in systems supporting patients’ diagnosis and therapy, engineering support systems for medicine and sport industry, developing new methods to support the planning of surgical procedures, application of modern technologies in the equipment design process for health sector (medicine, rehabilitation and sports).

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