Mo.P7.D-12
Domain adaptation of a video Foundation model for Heart Failure Diagnosis from Echocardiography
Mahyar Bolhassani, University of Louisville; Tijana Geroski, University of Kragujevac; Narayana S. Singam, Amir Amini, University of Louisville
Session:
Mo.P7: Cardiovascular Imaging & Functional Assessment Poster
Track:
Biomedical Imaging and Image Processing
Location:
Hall E; Bay D, Board #12
Presentation Time:
Monday, 27 July, 16:30 - 18:30
Presentation
Discussion
Resources
No resources available.
Session Mo.P7
Mo.P7.D-1: ADAPTIVE WAVELET FREQUENCY ENHANCEMENT WITH CROSS-FREQUENCY INTERACTION FOR LEFT VENTRICLE ULTRASOUND SEGMENTATION
Dong Sui, Donghui Lei, Beijing Key Laboratory of Super Intelligent Technology for Urban Ar- chitecture, Beijing University of Civil Engineering and Architecture，School of Intelligence Science and Technology, Beijing University of Civil Engineering and Architecture; Yacong Li, Beijing Academy of Artificial Intelligence; Jin Li, School of Artificial Intelligence and Computer Science, North China University of Technology; Maozu Guo, Beijing Key Laboratory of Super Intelligent Technology for Urban Ar- chitecture, Beijing University of Civil Engineering and Architecture，School of Intelligence Science and Technology, Beijing University of Civil Engineering and Architecture; Gongning Luo, Kuanquan Wang, Perception Computing Research Center, Faculty of Computing, Harbin Institute of Technology; Henggui Zhang, Beijing Academy of Artificial Intelligence
Mo.P7.D-2: Self-supervised learning for echocardiographic optical flows estimation
Gabriel Carcedo-Rodríguez, Jorge Perez-Gonzalez, Nidiyare Hevia-Montiel, UNAM
Mo.P7.D-3: DEEP LEARNING ON NOISY AND SCANNED ECG IMAGES FOR POSITIVE BRUGADA SYNDROME CLASSIFICATION
Hazel Elsa JOHN, Saïd MOUSSAOUI, Nantes Université, Centrale Nantes; Imani YOUNOUSSA, Nantes Université, CHU de Nantes; Eric LE CARPENTIER, Nantes Université, Centrale Nantes; Vincent PROBST, Jean Baptiste GOURRAUD, Nantes Université, CHU de Nantes
Mo.P7.D-4: EXPLORING CARDIAC CT - CT ANGIOGRAPHY REGISTRATION FOR CORONARY ARTERY TREE ALIGNMENT
Adriana Neves, Faculty of Engineering of the University of Porto (FEUP); Fábio Nunes, Ricardo Fontes-Carvalho, Vila Nova de Gaia and Espinho Hospital Center (ULSGE); Carlos Ferreira, João Pedrosa, Institute for Systems and Computer Engineering, Technology and Science (INESC-TEC)
Mo.P7.D-5: MYOCARDIUM SEGMENTATION IN CARDIAC IMAGES WITH ADAPTIVE SHAPE PRIOR
Wenhao Luo, Sixing Yin, Beijing University of Posts and Telecommunications; Yining Wang, Yan Yi, Peking Union Medical College; Wenyu Yin, Shufang Li, Beijing University of Posts and Telecommunications
Mo.P7.D-6: VIT-4DCT: VISION TRANSFORMER-BASED ISCHEMIA PREDICTION IN 4D CORONARY CT
Yuki Nishida, Takafumi Iwaguchi, Masateru Kawakubo, Kyushu University; Michinobu Nagao, Tokyo Women’s Medical University; Hiroshi Kawasaki, Kyushu University,
Mo.P7.D-7: SEGMENTATION OF THE AORTA AND APPLICATION TO THE DIAGNOSIS OF LARGE VESSEL VASCULITIS
Konan Anderson Allaly, Karol Mikula, Slovak University of Technology in Bratislava (SLOVAKIA); Pavol Povinec, PET Centrum BIONT, a.s., Bratislava.; Jozef Urbán, TatraMed Software, s.r.o., Bratislava
Mo.P7.D-8: USING ENSEMBLE DEEP LEARNING FOR EXERCISE STRESS ECHOCARDIOGRAPHY QUALITY ASSESSMENT
Khashayar Namdar, Dalhousie University; Kenneth D’Souza, Suroush Bastani, University of New Brunswick; Jean-François Légaré, Saint John Regional Hospital; Leo Anthony Celi, Massachusetts Institute of Technology; Akram Mikaeilpour, Saint John Regional Hospital; Keith Brunt, Dalhousie University
Mo.P7.D-9: Hemodynamic Risk Stratification in Bicuspid Aortic Valve Aortopathy using 4D-Flow MRI-Derived Personalized Wall Shear Stress Heatmaps
Enzo Loayza, Avril Petri, Julio Garcia, University of Calgary
Mo.P7.D-10: Design and Implementation of a Three-Axis Gradient System for Earth’s Field Magnetic Resonance Imaging of Cardiac Tissue in the City-Centre of Dublin
Conor Conway, Isaac Tobin, Shane Hunt, Leah Su Whelan, Friedrich Wetterling, Trinity College Dublin
Mo.P7.D-11: An Explainable Vision Transformer Model for ECG Image Classification
Nazish Khalid, Missouri University of Science and Technology; Md Abdur Rahman Fahad, Missouri State University; Gloria Gammel, Maya King, Heather Ward, Parkview High School; Donald Wunsch II, Missouri University of Science and Technology; Tayo Obafemi-Ajayi, Missouri State University
Mo.P7.D-12: Domain adaptation of a video Foundation model for Heart Failure Diagnosis from Echocardiography
Mahyar Bolhassani, University of Louisville; Tijana Geroski, University of Kragujevac; Narayana S. Singam, Amir Amini, University of Louisville
Mo.P7.D-13: Few-Shot Left Atrial Wall Segmentation in 3D LGE-MRI via Meta-Learning
Yusri Al-Sanaani, Carleton University; Rebecca Thornhill, University of Ottawa; Pablo Nery, University of Ottawa Heart Institute; Elena Peña, University of Ottawa; Robert deKemp, Calum Redpath, David Birnie, University of Ottawa Heart Institute; Sreeraman Rajan, Carleton University
Mo.P7.D-14: MAMBAFLOWSEG: A MAMBA-BASED SPATIOTEMPORAL FRAMEWORK FOR SIMULTANEOUS CARDIAC MOTION ESTIMATION AND SEGMENTATION
Hongru Liu, Bo Gong, Lin Wang, Shanshan Wang, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences
Resources
No resources available.