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Deep Learning Assisted Diagnosis of Prostate Cancer: Using a Multi-scale Neural Network Based on Points of Interest

Author:Weiting Huang  GuoRui Hou  Chen Wang  Kai Ai  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1878  

Room Session:Exhibition Halls D/E  

Institution :Lanzhou University Second Hospital  Philips Healthcare  Xijing Hospital  

Age and gender prediction from minimally processed 3D structural brain MRI through multi-task contrastive learning

Author:Vick Lau  Christopher Man  Shi Su  Ye Ding  Jiahao Hu  Junhao Zhang  Yujiao Zhao  Alex T. L. Leong  Ed Wu  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1879  

Room Session:Exhibition Halls D/E  

Institution :the University of Hong Kong  

Deep learning-based prognostic model using non-enhanced cardiac cine MRI in patients with heart failure.

Author:Yifeng Gao  Zhen Zhou  Bing Zhang  Saidi Guo  Kairui Bo  Shuang Li  Nan Zhang  Hui Wang  Yang Guang  Heye Zhang  Tong Liu  Jianxiu Lian  Lei Xu  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1880  

Room Session:Exhibition Halls D/E  

Institution :Beijing Anzhen Hospital  Imperial college London  Philips Healthcare  Sun Yat-Sen University  

Total Knee Replacement Prediction using Twin Class Distribution Estimation

Author:Chaojie Zhang  Shengjia Chen  Haoxu Huang  Haresh Rengaraj Rajamohan  Jungkyu Park  Noah Kasmanoff  Kyunghyun Cho  Gregory Chang  Richard Kijowski  Cem Deniz  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1881  

Room Session:Exhibition Halls D/E  

Institution :New York University  New York University Langone Health  

Semi-Supervised Learning with Spatial Pseudo Labeling for Peritumoral Infiltration Prediction in Glioblastoma using MR Fingerprinting

Author:Walter Zhao  Xiaofeng Wang  Charit Tippareddy  Hamed Akbari  Anahita Kazerooni  Christos Davatzikos  Marta Couce  Andrew Sloan  Chaitra Badve  Dan Ma  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1882  

Room Session:Exhibition Halls D/E  

Institution :Case Western Reserve University  Case Western Reserve University and University Hospitals Cleveland Medical Center  Cleveland Clinic  University of Pennsylvania  Seidman Cancer Center and Case Comprehensive Cancer Center  Piedmont Health  

Biparametric MRI classification model for prostate cancer detection using a combination of prediction maps

Author:Mohammed R. S. Sunoqrot  Rebecca Segre  Gabriel Nketiah  Alexandros Patsanis  Tone Bathen  Mattijs Elschot  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1883  

Room Session:Exhibition Halls D/E  

Institution :Norwegian University of Science and Technology (NTNU)  Politecnico di Torino  St. Olavs Hospital, Trondheim University Hospital  

Prediction of IDH Mutation Status of Gliomas Using Pre-operative MR Images: a Fully Automatic Convolutional Neural Networks Based Approach.

Author:Xiaohua Chen  Zhiqiang Chen  Zhuo Wang  Shaoru Zhang  Yunshu Zhou  Shili Liu  Ruodi Zhang  Yuhui Xiong  Aijun Wang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1884  

Room Session:Exhibition Halls D/E  

Institution :Clinical medicine school of Ningxia Medical University  Department of Radiology ,the First Hospital Affiliated to Hainan Medical College  Department of Radiology, General Hospital of Ningxia Medical University  GE Healthcare MR Research  

Prediction of active Multiple Sclerosis lesions through use of logistic regression classifier and first-order features

Author:Vivian Nguyen  Adam Hasse  Emily Tao  Jihye Jang  Adil Javed  Timothy Carroll  Keigo Kawaji  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1885  

Room Session:Exhibition Halls D/E  

Institution :Illinois Institute of Technology  Philips Healthcare  University of Chicago Medical Center  

Prediction of ductal carcinoma in situ with microinvasion postoperatively in women with biopsy-confirmed ductal carcinoma in situ

Author:Zhou Huang  Xue Chen  Nan Jiang  Su Hu  Chunhong Hu  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1886  

Room Session:Exhibition Halls D/E  

Institution :The Affiliated Suzhou Hospital of Nanjing Medical University  The First Affiliated Hospital of Soochow University  

Development and validation of a deep learning model trained on MRI for the prediction of hepatocellular carcinoma survival

Author:Lidi Ma  Congrui Li  Haixia Li  Kan Deng  Cheng Zhang  Weijing Zhang  Chuanmiao Xie  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1887  

Room Session:Exhibition Halls D/E  

Institution :Hunan Cancer Hospital, Central South University  Philips Healthcare  Sun Yat-sen University Cancer Center  

Machine learning methods for cerebral perfusion status prediction

Author:Linkun Cai  Haijun Niu  Erwei Zhao  Yawen Liu  Tingting Zhang  Dong Liu  Penggang Qiao  Pengling Ren  Wei Zheng  Zhenchang Wang  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1888  

Room Session:Exhibition Halls D/E  

Institution :Department of Radiology, Beijing Friendship Hospital  Department of Ultrasound, Beijing Friendship Hospital  National Space Science Center,Chinese Academy of Sciences  School of Biological Science and Medical Engineering,Beihang University  

BayesNetCNN: incorporating uncertainty in neural networks for image-based classification tasks

Author:Matteo Ferrante  Tommaso Boccato  Marianna Inglese  Nicola Toschi  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1889  

Room Session:Exhibition Halls D/E  

Institution :University of Rome Tor Vergata  Athinoula A. Martinos Center for Biomedical Imaging and Harvard Medical school, Boston, MA, USA  

Unsupervised Domain Adaptation for Automated Knee Osteoarthritis Phenotype Classification

Author:Junru Zhong  Yongcheng Yao  D?nal Cahill  Fan Xiao  Siyue Li  Jack Lee  Kevin Ki-Wai Ho  Michael Tim-Yun Ong  James Griffith  Weitian Chen  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1890  

Room Session:Exhibition Halls D/E  

Institution :Shanghai Sixth People's Hospital Affiliated to Shanghai Jiao Tong University School of Medicine  The Chinese University of Hong Kong  

RiskForm: A novel risk formulation to improve progressive disease outcome prediction

Author:Haresh Rengaraj Rajamohan  Kyunghyun Cho  Richard Kijowski  Cem Deniz  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1891  

Room Session:Exhibition Halls D/E  

Institution :New York University  NYU Langone Health  

Neural Shape Models Predict Knee Pain Better than Conventional Statistical Shape Models: Data from the Osteoarthritis Initiative

Author:Anthony Gatti  Dave Van Veen  Garry Gold  Scott Delp  Akshay Chaudhari  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1892  

Room Session:Exhibition Halls D/E  

Institution :Stanford University  

Multi-Modal Detection and Localization of Intracranial Aneurysms using 3D nnDetection Deep Learning Model

Author:Maysam Orouskhani  Shaojun Xia  Mahmud Mossa-Basha  Chengcheng Zhu  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1893  

Room Session:Exhibition Halls D/E  

Institution :Peking University Cancer Hospitals & Institution  University of Washington  

Estimating time-to-total knee replacement surgery using deep learning

Author:Eisa Hedayati  Haresh Rajamohan  Lily Zhou  Kyunghyun Cho  Gregory Chang  Richard Kijowski  Cem Deniz  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1894  

Room Session:Exhibition Halls D/E  

Institution :New York University  New York University Langone Health  University of Alberta  

GAMER-MRI and modified Layer-wise Relevance Propagation identify on quantitative MRI regions sensitive to clinical disability in MS patients

Author:Po-Jui Lu  Benjamin Odry  Muhamed Barakovic  Matthias Weigel  Robin Sandkühler  Reza Rahmanzadeh  Xinjie Chen  Mario Ocampo-Pineda  Jens Kuhle  Ludwig Kappos  Philippe Cattin  Cristina Granziera  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1895  

Room Session:Exhibition Halls D/E  

Institution :Covera Health  Inselspital  University Hospital Basel  University Hospital Basel and University of Basel  University of Basel  

Pre-Clinical MRI radiomics and machine learning to predict survival after immunotherapy treatment

Author:Vlora Riberdy  Alessandro Guida  James Rioux  Kimberly Brewer  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1896  

Room Session:Exhibition Halls D/E  

Institution :Dalhousie University  Nova Scotia Health Authority  

Towards an optimal breast lesions predictive model by assessing different MRI protocols combinations: Radiomics analysis

Author:Gelareh Valizadeh  Fereshteh Khodadadi Shoushtari  Soheila Koopaee  Hanieh Mobarak Salari  Mohammad Hossein Golezar  Masomeh Gity  Hamidreza Saligheh Rad  

Session Type:Digital Poster  

Session Date:Monday, 05 June 2023  

Session Name:ML/AI for Disease Detection, Diagnosis & Prediction  

Program Number:1897  

Room Session:Exhibition Halls D/E  

Institution :Shahed University  Shiraz University  Tehran university  Tehran University of Medical Sciences