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Prof. Ewa Piętka, PhD, DSc
- analysis of biomedical signals and images
- design of computer-aided medical diagnosis and therapy systems
- medical informatics
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Prof. Andrzej W. Mitas, PhD, DSc
- analysis of biomedical signals
- physiological and behavioural biometrics
- music & biocybernetics
- computer-aided diagnosis and therapy systems
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Prof. Dominik Spinczyk, PhD, DSc
- computer aided medical treatment
- data analysis, including medical data
- artificial intelligence methods
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Paweł Badura, PhD, DSc
- biomedical image and signal analysis
- artificial intelligence, machine learning, deep learning
- design of computer-aided medical diagnosis systems

Joanna Czajkowska, PhD
- medical image analysis and processing
- computer aided medical diagnosis
- assisted diagnosis of skin diseases
- use of AI and machine learning methods

Maciej Gawlikowski, PhD
- preclinical and clinical studies
- biocompatibility and haemocompatibility studies
- mechanical heart support, valve implants
- renal replacement therapy

Arkadiusz Gertych, PhD, DSc
- pathomorphology and computational oncology
- applications of artificial intelligence in cancer diagnosis and treatment
- biomarkers in personalised medicine
- bioimaging informatics
Dariusz Komorowski, PhD, DSc
- digital processing of biomedical signals
- HRV analysis
- biomedical electronics
- electrogastrography
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Paweł Kostka, PhD, DSc
- digital processing of biomedical signals
- HRV analysis
- biomedical electronics
- surgical robots
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Wojciech Więcławek, PhD, DSc
- image analysis and processing, in particular of medical images
- computer-aided medical diagnosis systems
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Maria Bieńkowska, PhD
- biomedical signal analysis
- speech signal analysis
- computer aided diagnosis and therapy
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Marta Biesok, PhD
- analysis of medical signals and images
- biocybernetics and artificial intelligence
- data acquisition
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Monika Bugdol, PhD
- statistical analysis of medical data
- biomedical data processing
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Rafał Doniec, PhD
- pattern recognition
- telemedicine
- artificial intelligence
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Anna Filipowska, PhD
- in silico testing of drugs
- QSAR models
- data analysis, including medical data
- biomorphic materials
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Jan Juszczyk, PhD
- medical image analysis
- computer aided medical diagnosis
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Jacek Kawa, PhD
- geriatric diagnostic support
- medical image analysis
- PACS systems
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Michał Kręcichwost, PhD
- analysis of biomedical signals, in particular speech signals
- artificial intelligence, machine learning, deep learning
- design of computer-assisted speech therapy and diagnosis systems

Daniel Ledwoń, PhD
- computer vision in movement analysis
- computer assisted physiotherapy
- artificial intelligence, machine learning, deep learning
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Justyna Majewska, PhD
- biomorphous materials
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Barbara Mika, PhD
- mathematical modelling in biology and medicine
- digital processing of biomedical signals
- electrogastrography
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Zuzanna Miodońska, PhD
- artificial intelligence and machine learning
- methods of statistical data analysis
- speech signal processing and analysis
- design of computer-assisted speech therapy and diagnosis systems
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Bartłomiej Pyciński, PhD, MD
- processing of digital radiological and histological images
- image navigation systems for surgical procedures
- radiological image archiving and transmission systems
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Paweł Raif, PhD
- artificial intelligence
- deep learning
- reinforcement learning
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Patrycja romaniszyn Kania, PhD
- engineering support for physiotherapy
- behavioural-physiological profile of the patient during therapy
- hybrid emotion assessment systems
- use of artificial intelligence and machine learning methods
Marcin Rudzki, PhD
- image processing, Insight Segmentation and Registration Toolkit
- electronics
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Anna Tamulewicz, PhD
- bioinformatics
- digital signal processing
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Agata Wijata, PhD
- artificial intelligence and machine learning
- analysis of medical signals and images
- image navigation systems in surgical procedures
- design of computer-aided medical diagnosis systems
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Piotr Zarychta, PhD
- analysis of biomedical signals and images
- computer-aided medical diagnosis systems dedicated to the lower limb (knee alloplasty, cruciate ligaments)
Faculty of Biomedical Engineering
Department of Medical Informatics and Artificial Intelligence
About
Our research work focuses on medical systems, improving diagnostic processes by automating data analysis and image recognition. We carry out research into the recording and processing of biometric data, particularly from biomedical signals such as electrocardiography and thermography. We are also conducting research in the field of computer-assisted surgery.
We are developing methods and devices designed to plan and carry out minimally invasive procedures based on pre-existing medical imaging. We create virtual organ models to provide surgeons with better visualisation and the necessary software. We are investigating medical information systems, creating and developing distributed medical systems, image archiving networks and data acquisition methods.
We research biomedical signal processing as a component of medical diagnosis in bruxism, cardiac arrhythmias, gastric arrhythmias and other conditions. We are also involved in the analysis of biological data using bioinformatics methods. Research focuses on high-throughput analysis of genomic data obtained using DNA microarray technology and proteomic data obtained using mass spectrometry and chromatography, among others. We are also researching technologies for the production of environmentally friendly biomorphic carbon/carbon and carbon/polymer composites and the characterisation of their physicochemical properties.
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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Prof. Zbigniew Paszenda, PhD, DSc
Head of the Department
Shaping the structure and physico-chemical properties of metallic biomaterials
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Witold Walke, PhD, DSc
Study of the structure and physico-chemical properties of biomaterials and biomechanical aspects of implantation of implants
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Marcin Kaczmarek, PhD, DSc
Shaping the physico-chemical surface properties of alloys used for implants
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Janusz Szewczenko, PhD, DSc
Surface functionalization of metallic biomaterials by electrochemical methods and biodegradable polymeric coatings releasing active substances
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Marcin Basiaga, PhD, DSc
Evaluation of mechanical properties of engineering materials, surface modification of metallic biomaterials

Magdalena Antonowicz, PhD
Surface modification of polymeric biomaterials, polymer degradation studies
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Bożena Gzik-Zroska, PhD
Application of modelling studies to the analysis of loads on the human skeletal-muscular system using FEM and multibody system dynamics
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Anita Kajzer, PhD
Surface engineering of metallic biomaterials, electrochemical testing of metallic biomaterials
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Wojciech Kajzer, PhD
Surface engineering of metallic biomaterials, electrochemical testing of metallic biomaterials
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Marta Kiel-Jamrozik, PhD
Use of magnesium alloys in medicine, shaping the structure and properties of metallic biomaterials for implants

Anna Ziębowicz, PhD
Surface modification of prosthetic devices to reduce the probability of prosthetic stomatitis causative factor
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Prof. Marek Gzik, PhD, DSc
Head of the Department
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Wojciech Wolański, PhD, DSc
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Robert Michnik, PhD, DSc
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Alicja Balin, PhD, DSc
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Jacek Jurkojć, PhD, DSc
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Iwona Chuchnowska, PhD
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Agata Guzik-Kopyto, PhD
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Katarzyna Jochymczyk-Woźniak, PhD
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Edyta Kawlewska, PhD
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Kamil Joszko, PhD
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Piotr Wodarski, PhD
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Michał Burkacki, PhD
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Sławomir Suchoń, PhD
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Katarzyna Nowakowska-Lipiec, PhD
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Miłosz Chrzan, PhD
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).