Multimodal Deep Learning for Noninvasive Pulmonary Hypertension Diagnosis from Magnetic Resonance Imaging
2023/49/N/ST6/01841
Keywords
Descriptors
- ST6_11: Uczenie maszynowe, statystyczne przetwarzanie danych i zastosowania w przetwarzaniu sygnałów (np. mowy, obrazów, filmów)
- ST6_07: Sztuczna inteligencja, systemy inteligentne i wieloagentowe
Panel
ST6 – Computer science and informatics: informatics and information systems, computer science, scientific computing, intelligent systems
Host institution
Sano - Centrum Zindywidualizowanej Medycyny Obliczeniowej - Międzynarodowa Fundacja Badawcza
Voivodeship: małopolskie
Principal investigator (from the host institution)
Number of co-investigators in the project: 2
Call
PRELUDIUM 22 – announced on 2023-03-16
- Amount awarded
- 170 160 PLN
- Project start date
- 2024-01-17
- Project end date
- 2027-01-16
- Project duration
- 36 months (the same as in the proposal)
- Project status
- Pending project
Project description
Download the project description in a pdf file
Note — project descriptions were prepared by the authors of the applications themselves and placed in the system in an unchanged form.
Information in the final report
Articles in post-conference publications (4)
-
GEPAR3D: Geometry Prior-Assisted Learning for 3D Tooth Segmentation
- Authors:
- Michal K. Grzeszczyk, Tomasz Szczepański, Pawel Renc, Siyeop Yoon, Jerome Charton, Tomasz Trzciński, Arkadiusz Sitek
- Conference:
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2025. MICCAI 2025. Lecture Notes in Computer Science, vol 15973 (year: 2025, volume: Medical Image Computing and Computer Assisted Intervention – MICCAI 2025, pages: 218–228), Publisher: Springer, Cham
- Date:
- conference 23-27.09.2025
- Status:
- Published
- DOI:
- 10.1007/978-3-032-04937-7_21 – link to the publication
-
RegScore: Scoring Systems for Regression Tasks
- Authors:
- Michal K. Grzeszczyk, Tomasz Szczepański, Pawel Renc, Siyeop Yoon, Jerome Charton, Tomasz Trzciński, Arkadiusz Sitek
- Conference:
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2025 (year: 2025, volume: 28th INTERNATIONAL CONFERENCE ON MEDICAL IMAGE COMPUTING AND COMPUTER ASSISTED INTERVENTION, pages: 518–528), Publisher: Springer, Cham
- Date:
- conference 45923
- Status:
- Published
- DOI:
- 10.1007/978-3-032-05185-1_50 – link to the publication
-
TabMixer: Noninvasive Estimation of the Mean Pulmonary Artery Pressure via Imaging and Tabular Data Mixing
- Authors:
- Michal K. Grzeszczyk, Przemysław Korzeniowski, Samer Alabed, Andrew J. Swift, Tomasz Trzciński, and Arkadiusz Sitek
- Conference:
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 (year: 2024, volume: 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024, pages: 670-680), Publisher: Springer, Cham
- Date:
- conference 6-8.10.2024
- Status:
- Published
- DOI:
- 10.1007/978-3-031-72086-4_63 – link to the publication
-
Let Me DeCode You: Decoder Conditioning with Tabular Data
- Authors:
- Tomasz Szczepański, Michal K. Grzeszczyk, Szymon Płotka, Arleta Adamowicz, Piotr Fudalej, Przemysław Korzeniowski, Tomasz Trzciński & Arkadiusz Sitek
- Conference:
- Medical Image Computing and Computer Assisted Intervention – MICCAI 2024 (year: 2024, volume: 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024, pages: 228–238), Publisher: Springer, Cham
- Date:
- conference 6-8.10.2024
- Status:
- Published
- DOI:
- 10.1007/978-3-031-72384-1_22 – link to the publication