Tu.3.10.5
REASONING-DRIVEN TUMOR IMAGE SYNTHESIS WITH ANATOMICAL CONTEXT
Huan-Yu Chen, National Tsing Hua University; Woan-Shiuan Chien, National Yang Ming Chiao Tung University; Ching-Heng Lin, Taichung Veteran General Hospital; Chi-Chun Lee, National Tsing Hua University
Session:
Tu.3.10: Neuroimaging, Brain Tumor Analysis & Structural Brain Biomarkers Oral
Track:
Biomedical & Health Informatics
Location:
Room 701A
Presentation Time:
Tuesday, 28 July, 15:30 - 15:45
Session Co-Chairs:
Yang Dai and Bramsh Qamar Chandio
Presentation
Discussion
Resources
No resources available.
Session Tu.3.10
Tu.3.10.1: VAE-REGULARIZED NEURAL NETWORKS FOR ROBUST AND EFFICIENT MENINGIOMA BRAIN TUMOR SEGMENTATION IN MRI
Nima Sadeghzadeh, The University of Auckland; Jason A. Correia, Auckland City and Children Hospitals; Brendan Davis, Brisbane Clinical Neuroscience Centre; Samantha J. Holdsworth, Poul M. F. Nielsen, Richard L. M. Faull, The University of Auckland; Sung-min Jun, Auckland City Hospitals; Hamid Abbasi, The University of Auckland
Tu.3.10.2: MACHINE LEARNING-BASED PREDICTION OF FUTURE MENINGIOMA VOLUME FROM NEUROSURGEON-ASSESSED MRI AND CT FEATURES
Nima Sadeghzadeh, The University of Auckland; Brendan Davis, Brisbane Clinical Neuroscience Centre; Samantha J. Holdsworth, Poul M. F. Nielsen, Richard L. M. Faull, The University of Auckland; Jason A. Correia, Auckland City and Children Hospitals; Hamid Abbasi, The University of Auckland
Tu.3.10.3: EVALUATION OF NNU-NET FOR FCD II LESION SEGMENTATION IN FLAIR MRI
Yassien Tawfik, Mazen Marwan, Mohamed Yasser, Nancy Mahmoud, Madonna Mosaad, Cairo University; Mahmoud Salman, Western University; Tamer Basha, Cairo University; Aya Khalaf, Yale University
Tu.3.10.4: FROM BIOLOGICAL PRIORS TO ARCHITECTURAL CONSTRAINTS: DEEP MULTITASK LEARNING FOR MRI-BASED BREAST CANCER BIOMARKER PREDICTION
Pedro Vitor Lima, Jaime S. Cardoso, Hélder P. Oliveira, Institute for Systems and Computer Engineering, Technology and Science
Tu.3.10.5: REASONING-DRIVEN TUMOR IMAGE SYNTHESIS WITH ANATOMICAL CONTEXT
Huan-Yu Chen, National Tsing Hua University; Woan-Shiuan Chien, National Yang Ming Chiao Tung University; Ching-Heng Lin, Taichung Veteran General Hospital; Chi-Chun Lee, National Tsing Hua University
Tu.3.10.6: Individualized Normative Brain Deviations and Cognitive Profiles in Marginalized Adults with Complex Multimorbidity
Hengameh Marzbani, PhD student, The University of British Columbia (UBC); Ruiyang Ge, PhD Research Associate, University of British Columbia (UBC); Kristina Gicas, Assistant Professor, University of the Fraser Valley; Donna J. Lang, Associate Professor; Wayne Su, British Columbia Mental Health and Substance Use Services Research Institute; Alasdair M. Barr, Associate Professor; Allen E. Thornton, Professor; William G. Honer, Professor of Psychiatry; Fidel Vila-Rodriguez, Associate Professor of Psychiatry
Resources
No resources available.