Proposed topics of doctoral dissertations:
TECHNICAL INFORMATICS AND TELECOMUNICATIONS
DEEP LEARNING
No | Topic | Supervisor | Institute |
1 | Effective Classifiers of biomedical signals derived from the information theory |
prof. dr hab. Janusz Szczepański dr inż. Agnieszka Pręgowska |
IPPT PAN |
2 |
prof. dr hab. Janusz Szczepański dr inż. Agnieszka Pręgowska |
IPPT PAN | |
3 |
dr hab. inż. Paweł Morawiecki |
IPI PAN | |
4 |
dr hab. Marcin Sydow |
IPI PAN | |
5 |
dr hab. Maria Ganzha, dr hab. Marcin Paprzycki, dr inż. Tatiana Jaworska |
IBS PAN | |
5 |
prof. dr hab. inż. Andrzej Pacut |
NASK-PIB |
BIOINFORMATICS AND RELATED ISSUES
No | Topic | Supervisor | Institute |
6 | Targeting biological time scales in molecular simulation for the study of protein complexes: The stability of SARS-CoV-2 |
prof. Tomasz Lipniacki, dr Adolfo Poma |
IPPT PAN |
7 |
Computational intelligence methods for change point detection in medical processes |
dr Katarzyna Kaczmarek-Majer, prof. dr hab. inż. Olgierd Hryniewicz |
IBS PAN |
8 |
Deciphering biochemical signallng by means of information theory |
dr hab. Michał Komorowski |
IPPT PAN |
8 |
Deciphering of biochemical signaling with systems biology and bioinformatics approaches |
dr hab. Michał Komorowski |
IPPT PAN |
ULTRASONOGRAPHY
No | Topic | Supervisor | Institute |
9 | 3D ultrasound imaging technology for the next generation portable scanners |
dr hab. Jurij Tasinkiewicz, dr Marcin Lewandowski |
IPPT PAN |
10 |
Advanced processing of Full-Matrix Capture datasets in ultrasound non-destructive testing |
prof. dr hab. inż. Zbigniew Kowalewski, dr Marcin Lewandowski |
IPPT PAN |
11 |
Ultrasound differential method to evaluate the non-linear tissues parameters |
prof. dr hab. Andrzej Nowicki |
IPPT PAN |
12 |
Development and optimization of effective algorithms for visualization of ultrasonic signals |
prof. dr hab. Jerzy Litniewski, dr Norbert Żołek |
IPPT PAN |
13 |
Development of methods for assessing tissue cancer changes based on ultrasound signals |
prof. dr hab. Jerzy Litniewski, dr Norbert Żołek |
IPPT PAN |
MACHINE LEARNING
No | Topic | Supervisor | Institute |
14 | Cost-sensitive machine learning methods |
prof. dr hab. Jan Mielniczuk, dr Paweł Teisseyre |
IPI PAN |
15 |
prof. dr hab. Mieczysław Kłopotek |
IPI PAN | |
16 |
Interaction Information and its usage in Genome Wide Interaction Studies |
prof. dr hab. Jan Mielniczuk |
IPI PAN |
17 |
Learning to rank for uplift modeling and heterogeneous treatment effect estimation |
dr hab. inż. Szymon Jaroszewicz |
IPI PAN |
18 |
Verification of Socio-Technical Models of Multi-Agent Systems and E-Voting Protocols |
dr hab. Wojciech Jamroga, prof. dr hab. inż. Wojciech Penczek |
IPI PAN |
19 |
dr hab. Maria Ganzha, dr hab. Marcin Paprzycki, dr Katarzyna Wasielewska-Michniewska, dr Wiesław Pawłowski |
IBS PAN | |
20 |
Semantic technologies and machine learning in development of intelligent systems |
dr hab. Maria Ganzha, dr hab. Marcin Paprzycki, dr Katarzyna Wasielewska-Michniewska, dr Wiesław Pawłowski |
IBS PAN |
21 |
dr inż. Tatiana Jaworska |
IBS PAN | |
22 |
dr inż. Tatiana Jaworska |
IBS PAN | |
23 |
Machine learning methods for identification of effective drug combinations in immuno-oncology |
dr hab. Michał Komorowski |
IPPT PAN |
24 |
dr hab. Joanna Kołodziej, dr inż. Konrad Ciecierski |
NASK-PIB |
FINANCIAL MATHEMATICS
No | Topic | Supervisor | Institute |
25 | Pricing financial derivatives on the Bitcoin market |
dr hab. Piotr Nowak |
IBS PAN |
26 |
Strong law of large numbers for intuitionistic fuzzy random variables |
dr hab. Piotr Nowak |
IBS PAN |
OPTIMIZATION, STATISTICAL DATA ANALYSIS
No | Topic | Supervisor | Institute |
27 | The structure of aquatic food webs – statistical analysis of a broad set of weighted empirical networks. |
prof. dr hab. inż. Zbigniew Nahorski, dr Mateusz Iskrzyński |
IBS PAN |
28 |
prof. dr hab. inż. Olgierd Hryniewicz, dr Karol Opara |
IBS PAN | |
29 |
dr hab. inż. Szymon Łukasik, dr inż. Anna Wróblewska |
IBS PAN | |
30 |
dr hab. inż. Andrzej Karbowski |
NASK-PIB |
MATERIAL TESTING
No | Topic | Supervisor | Institute |
31 | The use of indentation test to estimate fatigue damage of structural elements under cyclic multiaxial loads |
dr hab. Stanisław Kucharski |
IPPT PAN |
32 |
Interaction of plastic deformation mechanisms in single crystals at micro and meso-scale |
dr hab. Stanisław Kucharski |
IPPT PAN |
COMPUTATIONAL MECHANICS, NUMERICAL METHODS
No | Topic | Supervisor | Institute |
33 | Dynamic analysis of fragmentation of multi-phase composites |
dr hab. inż. Eligiusz Postek |
IPPT PAN |
34 | Stress evaluation in growing tissue |
dr hab. inż. Eligiusz Postek |
IPPT PAN |
MEDICAL SCIENCES AND BIOMEDICAL ENGINEERING
BIOMEDICAL OPTICS
No | Topic | Supervisor | Institute |
1 | Assessment of brain physiological parameters using invasive near infrared spectroscopy technique |
prof. dr hab. inż. Adam Liebert, dr inż. Piotr Sawosz |
IBIB PAN |
2 |
prof. dr hab. inż. Adam Liebert, prof. dr hab. inż. Piotr Bogorodzki, dr Michał Kacprzak |
IBIB PAN | |
3 |
Superimposing multi-frequency measurements into a distribution of time of flight of photons |
prof. dr hab. inż. Adam Liebert, dr inż. Stanislaw Wojtkiewicz |
IBIB PAN |
4 |
prof. dr hab. inż. Adam Liebert, dr inż. Stanislaw Wojtkiewicz |
IBIB PAN | |
5 |
Encapsulated ICG-enhanced spectral time-resolved near-infrared spectroscopy for brain hemodynamic studies |
prof. dr hab. inż. Adam Liebert, dr inż. Anna Gerega |
IBIB PAN |
MODELING AND THERAPEUTIC APPLICATIONS OF BIOMEDICAL/PHYSIOLOGICAL PHENOMENA
CELLS AND MOLECULAR PROCESSES ANALYSIS
No | Topic | Supervisor | Institute |
15 | 3-D delineation of cell’s nuclei in WSI Z-stack sequences for computer aided pathology |
dr hab. Anna Korzyńska |
IBIB PAN |
16 |
prof. dr hab. Leonora Bużańska |
IMDiK PAN |
BIOFLUIDS ANALYSIS
No | Topic | Supervisor | Institute |
17 | Analysis of metabolic profiles of biofluids in selected diseases |
dr hab. Beata Toczyłowska, dr Igor Zukov, dr n. med. Anna Słowikowska |
IBIB PAN |
18 |
Semi-automatic NMR spectra analysis of biofluids and tissue extracts for metabolomics |
dr hab. Beata Toczyłowska |
IBIB PAN |
POLYMERS IN REGENERATIVE MEDICINE
No | Topic | Supervisor | Institute |
19 |
Injectable composite hydrogels in the regeneration of cartilage |
prof. dr hab. Paweł Sajkiewicz, dr Dorota-Kołbuk Konieczny |
IPPT PAN |
20 |
Injectable polymer hydrogels for the post-infarction myocardium regeneration |
prof. dr hab. Paweł Sajkiewicz |
IPPT PAN |
DEVELOPMENT METHODS FOR BIOINFORMATICS
No | Topic | Supervisor | Institute |
21 | Bioinformatics methods in analysis of medical databases |
dr hab. inż. Małgorzata Dębowska, dr inż. Mauro Pietribiasi |
IBIB PAN |