Doctoral School: Information and Biomedical Technologies of the

Polish Academy of Sciences (TIB PAN)

Institute of Computer Science PAS s a member of the consortium of institutes running the Doctoral School: Information and Biomedical Technologies Polish Academy of Sciences (TIB PAN). TIB PAN Doctoral School is an interdisciplinary educational institution which prepares to independently conduct scientific research in the domain of technical sciences, including:

• computer science,
• biomedical engineering,
• medical sciences,

including artificial intelligence and cybersecurity and computational sciences in biology and medicine.

TIB PAN Doctoral School is cofunded and run by:

•  Systems Research Institute PAS,
•  Institute of Biocybernetics and Biomedical Engineering PAS,
•  Institute of Theoretical and Applied Informatics PAS,
•  Mossakowski Medical Research Centre PAS,
•  Institute of Computer Science PAS,
•  Institute of Fundamental Technological Research PAS (Coordinator)
   also 
•  Research and Academic Computer Network - National Research Institute NASK.

Participants of the Doctoral School are awarded a monthly scholarship (3500 PLN gross).

• 10.06.2024 - recruitment for the academic year 2024/25 start on June 10 2024. Deadline for submission - June 21 2024
  See "recruitment"

Please note!
Contacting supervisor of a chosen project and obtaining his preliminary consent is a must for IPI PAN applicants before submission of a formal application.

The following topics are proposed as potential PhD theses subjects to be pursued at IPI PAN branch of the Doctoral School TIB PAN:

1. Data ownership and privacy meet generative neural networks (Paweł Morawiecki) - opis projektu (en) ;

2. Deep Learning Digital Twin of a Radiologist for evaluation of breast MRI (Jan Mielniczuk) - opis projektu (en) ;

3. Detecting and modelling test data distribution shift in supervised learning (Paweł Teisseyre) - opis projektu (en) ;

4. Designing analytical pipeline for identification of epigenetic marks significantly affecting gene expression patterns in rheumatoid arthritis patients (Michał Dąbrowski) - opis projektu (en) ;

5. Development and investigation of generator networks for virtual dynamic contrast-enhanced Breast MRI (Jan Mielniczuk) - opis projektu (en) ;

6. Discovery of the source of gene expression variation in cell populations – analysis of the associations between epigenetic signals and the three-dimensional structure of chromatin (Michał Dąbrowski) - opis projektu (en) ;

7. Formal methods for large-scale system dynamics. Between attractors, strategies, and quantum protocols (with help of AI) (Wojciech Jamroga, Andrzej Mizera i Wojciech Penczek) - opis projektu (en) ;

8. Learning to rank for uplift modeling and heterogeneous treatment effect estimation (Szymon Jaroszewicz) - opis projektu (en) ;

9. Long-tail learning from incomplete data (Jan Mielniczuk) - opis projektu (en) ;

10. Optimization of text tokenization for deep learning (Łukasz Dębowski i Aleksander Wawer) - opis projektu (en) ;

11. Towards Semantic Measures of Information Content - Integrating LinkGraph with Semistructured Textual Information (Mieczysław Kłopotek) - opis projektu (en) ;

A complete list of proposed research topics at all institutues forming the Doctoral School TIB PAN please see the TIB PAN web page {External link open new window}.

• Recruitment rules in Doctoral School TIB PAN 

Important dates: 10-21 June 2024 – submission of the required documents

• Start of the supplementary recruitment for the academic year 2024/25: 10 June 2024; submission of the required documents: 10-21 June 2024; interviews with candidates: 26 June - 12 July 2024; announcement of the recruitment results: 16 July 2024.

• Required documents:
  1. Application for admission to the Doctoral School, indicating the selected subject area and the supervisor (MS Word  | PDF ),
  2. Cover letter containing the justification for the selection of the indicated subject area
  3. Completed personal questionnaire (PDF  | MS Word ),
  4. Curriculum vitae and two photos; the curriculum vitae should describe the candidate's education
  5. The copy of a graduate diploma or information about the planned date of defense of the master's thesis confirmed by the university
• Additional documents:
  • List of scientific publications of which the candidate is the author or co-author,
  • Letters of recommendation,
  • Other documents confirming scientific achievements, participation in scientific projects and conferences, diplomas, obtained patents, research internships, etc..
• Submission of documents (electronic and paper versions apply):
  • By post to the following address: IPPT PAN, ul. Pawińskiego 5b, 02-106 Warszawa, with a note (Doctoral School TIB PAN),
  • By e-mail: tib@ippt.pan.pl,
  • To the Secretariat of the Doctoral School of TIB PAN, ul. Pawińskiego 5b, 02-106 Warszawa, Secretariat of the Doctoral School of TIB PAN, room 28.

CAUTION! Persons who submitted all the required documents and were admitted to the second stage of the recruitment will be invited for an interview. The date of the interview will be sent together with the information about the positive evaluation of the documents. In the event of incomplete documentation, the candidate will be asked to complete it within a prescribed period. IPI PAN reserves the right to select a certain number of presented topics to be implemented as part of the Doctoral School of TIB PAN.

Main web page of the Doctoral School:
tib.ippt.pan.pl/

Coordinator:
Institute of Fundamental Technological Research PAS
ul. Pawińskiego 5b
02-106 Warszawa,
e-mail: tib@ippt.pan.pl
tel: +48 22 826 65 08

Local institution:
Institute of Computer Science PAS (Instytut Podstaw Informatyki PAN)
ul. Jana Kazimierza 5
01-248 Warszawa,
e-mail: tib_pan at ipipan dot waw dot pl