Projects funded by the NCN

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Multimodal Deep Learning for Noninvasive Pulmonary Hypertension Diagnosis from Magnetic Resonance Imaging

2023/49/N/ST6/01841

Keywords:

Deep Learning Multimodal Learning Magnetic Resonance Imaging Pulmonary Hypertension

Descriptors:

  • ST6_11:
  • ST6_07:

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

woj. małopolskie

Other projects carried out by the institution 

Principal investigator (from the host institution):

Michał Kazimierz Grzeszczyk 

Number of co-investigators in the project: 2

Call: PRELUDIUM 22 - announced on 2023-03-16

Amount awarded: 170 160 PLN

Project start date (Y-m-d): 2024-01-17

Project end date (Y-m-d): 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 (2)
  1. 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 (rok: 2024, tom: 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024, strony: 670-680), Wydawca: Springer, Cham
    Data:
    konferencja 6-8.10.2024
    Status:
    Published
    DOI:
    10.1007/978-3-031-72086-4_63 - link to the publication
  2. 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 (rok: 2024, tom: 27th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2024, strony: 228–238), Wydawca: Springer, Cham
    Data:
    konferencja 6-8.10.2024
    Status:
    Published
    DOI:
    10.1007/978-3-031-72384-1_22 - link to the publication

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