Joanna Czajkowska, PhD, Eng., Professor at the SUT
- biomedical image processing and analysis
- computer-aided diagnosis systems
- computer-aided skin diseases diagnosis
- artificial intelligence and machine learning
Prof. Paweł Badura, PhD, Eng.
- biomedical image and signal analysis
- artificial intelligence, deep learning, machine learning
- Computer-aided systems for medical diagnosis and therapy
Prof. Ewa Piętka, PhD, Eng.
- analysis of biomedical signals and images
- design of computer-aided diagnostic and medical therapy systems
- medical informatics
Prof. Andrzej W. Mitas, PhD, Eng.
- biomedical signal analysis
- physiological and behavioral biometrics
- music and biocybernetics
- computer-aided diagnosis and therapy systems
Prof. Dominik Spinczyk, PhD, Eng.
- data analysis, incl. medical data
- AI
- computer-aided medical therapy
Maciej Gawlikowski, PhD, Eng., Professor at the SUT
- preclinical and clinical studies
- biocompatibility and hemocompatibility studies
- mechanical heart support, valve implants
- renal replacement therapy
Arkadiusz Gertych, PhD, Eng., Professor at the SUT
- pathomorphology and computational oncology
- AI applications in cancer diagnosis and treatment
- biomarkers in personalized medicine
- bioimage informatics
Dariusz Komorowski, PhD, Eng., Professor at the SUT
- digital biomedical signal processing
- HRV analysis
- biomedical electronics
- electrogastrography
Paweł Kostka, PhD, Eng., Professor at the SUT
- digital biomedical signal processing
- HRV analysis
- biomedical electronics
- surgical robots
Mirosław Śnietura, PhD, Eng., Professor at the SUT
Wojciech Więcławek, PhD, Eng., Professor at the SUT
- image processing and analysis, especially medical data
- computer-aided medical diagnosis systems
Aleksandra Badura, PhD, Eng.
- biomedical signal analysis
- pain monitoring in physiotherapy
- voice analysis
- AI & machine learning
Maria Bieńkowska, PhD, Eng.
- biomedical signal analysis
- speech signal analysis
- computer-aided diagnosis and therapy systems
Marta Biesok, PhD, Eng.
- medical image processing and analysis
- biocybernetics and AI
- data acquisition
Wydział Inżynierii Biomedycznej
Katedra Informatyki Medycznej i Sztucznej Inteligencji
O Katedrze
The Department of Medical Informatics and Artificial Intelligence conducts research and education in areas related to the development of advanced methods of acquisition, analysis and processing of single – and multi-dimensional, as well as single- and multi-modal medical data. The main areas of activity of the Department focus on such areas as: artificial intelligence and cloud computing in medicine, image navigation in oncological diagnosis and therapy, biometrics, teleradiology, modelling of biological structures and processes, telecare and telerehabilitation, interactive rehabilitation, speech defect diagnostics, pain monitoring in physiotherapy, monitoring of chronic skin wounds, bioinformatics and computational biology, biomorphic materials, design of digital systems for medicine, tissue and genetic engineering, and artificial organs.
As part of the work carried out, a number of algorithms and computer-assisted diagnosis and therapy systems have been developed, including systems for assisting in diagnostic imaging and histopathology. The latest solutions use artificial intelligence methods in biological signal processing and therapeutic process support. The Department’s staff are involved in numerous scientific projects financed from domestic and foreign funds in the field of basic and applied research. The Department cooperates with medical facilities, IT companies and research institutions to implement projects with high implementation and practical potential. It also organises workshops, training courses and conferences that promote the exchange of knowledge between specialists in the fields of medicine and computer science.
By combining medical knowledge and advanced technologies, the Department of Medical Informatics and Artificial Intelligence strives to meet contemporary challenges in healthcare, while contributing to the development of innovative solutions that improve patients’ quality of life.
Anna Filipowska, PhD, Eng.
in silico drug testing
- QSAR models
- data analysis incl. medical data
- biomorphic materials
Jan Juszczyk, MD
- medical image analysis
- computer-aided diagnosis systems
Jacek Kawa, PhD, Eng.
support for geriatric diagnostics
medical image analysis
PACS systems
Michał Kręcichwost, PhD, Eng.
- analysis of biomedical signals, especially speech signals
- AI, machine learning, deep learning
- computer-aided speech therapy and diagnosis systems
Daniel Ledwoń, PhD, Eng.
- computer vision in motion analysis
- computer-aided physiotherapy
- AI, machine learning, deep learning
Stella Maćkowska, MD
computer-aided medical therapy
- data analysis, including medical data
- artificial intelligence methods
- natural language processing methods
- linguistics
Justyna Majewska, PhD, Eng.
- biomorphous materials
Barbara Mika, MD
athematical modelling in biology and medicine
- digital processing of biomedical signals
- electrogastrography
Zuzanna Miodońska, PhD, Eng.
AI and machine learning
statistical data analysis
- speech signal processing and analysis
- computer-aided speech therapy and diagnosis systems design
Bartłomiej Pyciński, PhD, Eng., MD
processing of digital radiological and histological images
image navigation systems in surgical procedures
systems for archiving and transmitting radiological images
Paweł Raif, PhD, Eng.
AI
deep learning
reinforcement learning
Patrycja Romaniszyn-Kania, PhD, Eng.
engineering support in physiotherapy
bahavioral and physiological profile of the patient during therapy
hybrid systems for emotion assesment
- AI and machine learning methods
Marcin Rudzki, PhD, Eng.
- image processing
- Insight Segmentation and Registration Toolkit
- electronics
Agata Sage, PhD, Eng.
image and signal analysis
- AI, machine learning, deep learning
- computer vision in speech diagnosis and therapy
Anna Tamulewicz, PhD, Eng.
- bioinformatics
- digital signal processing
Joanna Walczak, PhD, Eng
- speech acquisition in monolingual and multilingual children
- modern technologies in speech therapy and diagnosis
- phonetics teaching
Agata Wijata, PhD, Eng.
AI and machine learnin
analysis of medical signals and image
image navigation systems
in surgical proceduresdesign of computer-aided medical diagnosis systems
Piotr Zarychta, PhD, Eng.
analysis of biomedical signals and images
computer-aided medical diagnosis systems dedicated to the lower limb (knee replacement, cruciate ligaments)
Klaudia Barańska, PhD, Eng.
- natural language processing (NLP) methods
- artificial intelligence and machine learning (including deep learning)
- computer-assisted diagnosis and therapy
Martyna Borak, M.Sc. Eng.
- analysis and processing of biomedical images
- AI and machine learning in medicine
- bio-image informatics and computational pathomorphology
- modelling and prediction of survival in oncology
Klaudia Cholewa, M.Sc. Eng.
- biocompatibility and haemocompatibility testing of biomaterials and medical devices
- surface modifications of biomaterials to improve biocompatibility and antibacterial properties
- mechanical circulatory support
- preclinical and clinical trials
Joanna Chwał, M.Sc. Eng.
- digital signal processing
- image processing
- deep learning
- 3D graphics
Mirosław Czak, M.Sc. Eng.
Dawid Danecki, M.Sc. Eng.
- designing computer-assisted therapy systems
- face image processing
- parameterisation of the movement trajectories of selected facial points
- pathomorphology and computational oncology
Jakub Gumulski, M.Sc. Eng.
- supporting the diagnosis of brain diseases
- computer vision in medical image analysis
- artificial intelligence methods
Kinga Kostera, M.Sc. Eng.
- physical therapies in the treatment of chronic wounds
- mathematical modelling and simulation of biological processes
- in vitro tissue testing
- clinical documentation, biocompatibility, certification of class IIa medical devices
Aleksandra Marzec-Przyszlak,M.Sc.Eng.
- immunogenetics
- certification of medical devices, in particular bio- and haemocompatibility testing
- mechanical cardiac support
Jakub Pałachaniak, M.Sc. Eng.
- analysis and processing of medical images
- artificial intelligence
- support for the diagnosis of cardiac diseases
Natalia Piaseczna, M.Sc. Eng.
- digital processing of biomedical signals
- image processing
- pattern recognition
Agnieszka Różańska, M.Sc. Eng.
- software development and design in the .NET environment (C#)
- architecture, optimisation and implementation of corporate applications
- text analysis, natural language processing (NLP) and information extraction
- machine learning
Bartłomiej Sawaryn, M.Sc. Eng.
- biomorphic materials
- digital processing of biomedical signals
- information technology in medicine,
- musculoskeletal diagnostics,
- acoustic signals of joints,
- medical equipment
Anna Slian, M.Sc. Eng.
- supporting the diagnosis of dermatological conditions
- the use of machine learning in sign language analysis
- analysis of medical images using artificial intelligence
Aleksandra Tuszy, M.Sc. Eng.
- computer-assisted physiotherapy
- signal processing and analysis
- designing personalised therapy systems
Mirella Kluza, M.Sc. Eng.
- digital processing of biomedical signals
- biomedical electronics
- electrical bioimpedance analysis
Agnieszka Szuber-Dynia, M.Sc. Eng.
- mechanical circulatory support
- CAD/CAM design
- additive polymer technologies (3D printing).
Wiktoria Błędzińska, Eng.
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.
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
- 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
- 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
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
- 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
- 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
- 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
- surface engineering of metallic biomaterials
- electrochemical tests of metallic biomaterials
- wettability and surface energy tests
- mechanical tests
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
- 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
- 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
- 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
- cellular scaffolding
- gradient implants
- implants manufactured by incremental methods
- modification of the surface of titanium alloys
- FEM analysis
Karolina Wilk, PhD
- modification of the surface of metallic biomaterials
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
- modification of the surface of metallic biomaterials
- application of metallic layers
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
Head of the Department
Jacek Jurkojć, PhD, DSc
Deputy Head of the Department
Robert Michnik,
Prof., PhD, DSc
Wojciech Wolański,
Prof., PhD, DSc
Alicja Balin, PhD, DSc
Associate Professor
Piotr Wodarski, PhD, DSc
Associate Professor
Iwona Chuchnowska, PhD
Agata Guzik-Kopyto, PhD
Katarzyna Jochymczyk-Woźniak, PhD
Edyta Kawlewska, PhD
Kamil Joszko, PhD
Michał Burkacki, PhD
Sławomir Suchoń, PhD
Katarzyna Nowakowska-Lipiec, PhD
Miłosz Chrzan, PhD
Marta Chmura, PhD
Hanna Zadoń, PhD Student
Marek Ples, PhD Student
Dobrochna Fryc,
PhD Student
Anna Miller-Banaś, PhD Student
Justyna Romanek, PhD Student
Piotr Szaflik, PhD Student
Ilona Łysy, PhD Student
Tayyaba Nosheen, 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).