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A Pretrained CNN Model Using Multiparametric MRI to Identify WHO Tumor Grade of Meningiomas

Author:Sena Azamat  Buse Buz-Yalug  Alpay Ozcan  Ayça Ersen Danyeli  Necmettin Pamir  Alp Dinçer  Koray Ozduman  Esin Ozturk-Isik  

Session Type:Combined Educational & Scientific Session  

Session Date:Tuesday, 06 June 2023  

Session Name:Artificial Intelligence for Brain Tumors  

Program Number:0521  

Room Session:714A/B  

Institution :Acibadem University  Bogazici University  Basaksehir Cam and Sakura City Hospital  

Correlation of MRI Radiomics Features and Recurrence After Gamma Knife Treatment in Parasagittal and Falx Meningiomas

Author:Esra Sümer  O Artunç Türe  Meriç Sengöz  M Necmettin Pamir  Alp Dinçer  Koray Özduman  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1974  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Bogaziçi University  

Prediction of Astrocytoma Pathological Grade Using Radiomics Extracted from Pre-operative Multiparametric MRI

Author:Esra Sümer  Ayça Ersen Danyeli  M. Necmettin Pamir  Koray Özduman  Alp Dinçer  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification I  

Program Number:1975  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Bogaziçi University  

Boosting The Deep Learning Performance in Predicting IDH Mutation in Gliomas Using Multiparametric MRI Including SWI, FLAIR and CE-T1WI

Author:Sena Azamat  Buse Buz-Yalug  Alpay Ozcan  Ayça Ersen Danyeli  Necmettin Pamir  Alp Dinçer  Koray Ozduman  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification II  

Program Number:2124  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Bogazici University  Basaksehir Cam and Sakura City Hospital  

Magnetic Resonance Spectroscopic Correlates of Survival in IDH-wt, TERTp-mut Gliomas

Author:Banu Sacli-Bilmez  Ayça Ersen Danyeli  Cengiz Yakicier  M.Necmettin Pamir  Koray Özduman  Alp Dinçer  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Applications in Tumors  

Program Number:3223  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Bogaziçi University  

IRIS-DL: A Deep Learning Software Tool for Identifying Genetic Mutations in Gliomas and Meningiomas

Author:Abdullah Bas  Banu Sacli-Bilmez  Buse Buz-Yalug  Esra Sumer  Sena Azamat  Gokce Hatay  Ayca Danyeli  Ozge Can  Koray Ozduman  Alp Dincer  Esin Ozturk-Isik  

Session Type:Combined Educational & Scientific Session  

Session Date:Tuesday, 06 June 2023  

Session Name:Artificial Intelligence for Brain Tumors  

Program Number:0523  

Room Session:714A/B  

Institution :Brain Tumor Research Group, Acibadem University  Institute of Biomedical Engineering, Bogazici University  Department of Biomedical Engineering, Acibadem University  Department of Medical Pathology, Acibadem University  Department of Neurosurgery, Acibade  

Perfusion and Time of Exchange Measurements Using BBB-ASL in Gliomas: The Initial Experience

Author:Gülce Turhan  Ayse Çetin  Amnah Mahroo  Beatriz Padrela  Simon Kanstandin  Daniel Hoinkiss  Nora Breutigam  Klaus Eickel  Jan Petr  Henk Mutsaerts  Ayca Ersen Danyeli  Koray Ozduman  Matthias Guenther  Alp Dincer  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Tumors: The Importance of Diffusion & Perfusion II  

Program Number:1757  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Amsterdam University Medical Center  Bogazici University  Fraunhofer Institute for Digital Medicine MEVI  Fraunhofer Institute for Digital Medicine MEVIS  Helmholtz-Zentrum Dresden-Rossendorf  mediri GmbH  

Attention Deep-Shallow Network (ADSN): A Deep Learning Model for IDH and TERTp Mutation Detection in Gliomas using 1H-MRS

Author:Abdullah Bas  Banu Sacli-Bilmez  Ayca Danyeli  Ozge Can  Koray Ozduman  Alp Dincer  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification II  

Program Number:2130  

Room Session:Exhibition Halls D/E  

Institution :Brain Tumor Research Group, Acibadem University  Institute of Biomedical Engineering, Bogazici University  Department of Biomedical Engineering, Acibadem University  Department of Medical Pathology, Acibadem University  Department of Neurosurgery, Acibade  

Identification of NF2 loss in meningiomas using T2-weighted MRI and Deep Learning

Author:Abdullah Bas  Ayca Danyeli  Ozge Can  Koray Ozduman  Alp Dincer  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:Exploring Tumors Based on Digits: Omics, Machine Learning & Quantification II  

Program Number:2134  

Room Session:Exhibition Halls D/E  

Institution :Brain Tumor Research Group, Acibadem University  Institute of Biomedical Engineering, Bogazici University  Department of Biomedical Engineering, Acibadem University  Department of Medical Pathology, Acibadem University  Department of Neurosurgery, Acibade  

Relative Cerebral Blood Volume Differences Between Adult-Type Diffuse Glioma Subgroups According to WHO 2021: A Study of 146 Gliomas

Author:Buse Buz-Yalug  Ayca Ersen Danyeli  M. Cengiz Yakicier  M. Necmettin Pamir  Koray Ozduman  Alp Dincer  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Tuesday, 06 June 2023  

Session Name:Perfusion, Blood Flow & Blood Volume II  

Program Number:3059  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Bogazici University  

Prediction of NF2 Loss in Meningiomas Using T1-Weighted Contrast Enhanced MRI Generated by Deep Convolutional Generative Adversarial Networks

Author:Sukru Samet Dindar  Buse Buz-Yalug  Kubra Tan  Ayca Ersen Danyeli  Ozge Can  Necmettin Pamir  Alp Dincer  Koray Ozduman  Yasemin P. Kahya  Esin Ozturk-Isik  

Session Type:Digital Poster  

Session Date:Thursday, 08 June 2023  

Session Name:ML/AI for Data Synthesis, Generative Models & Quantitative MRI I  

Program Number:5035  

Room Session:Exhibition Halls D/E  

Institution :Acibadem University  Bogazici University  Health Institutes of Turkey