Browse All

Current Filters

CLEAR FILTER x

TITLE

A 3D attention model based Recurrent Neural Network for Alzheimer’s Disease Diagnosis

Author:jie zhang  Xiaojing Long  Xin Feng  Dong Liang  

Institution:Chongqing University of Technology  Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3523  

Room Live Q&A Session:

Analysis of Deep Learning models for Diagnostic Image Quality Assessment in Magnetic Resonance Imaging.

Author:Jeffrey Ma  Ukash Nakarmi  Cedric Yue Sik Kin  Joseph Cheng  Christopher Sandino  Ali Syed  Peter Wei  John Pauly  Shreyas Vasanawala  

Institution:Stanford University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3531  

Room Live Q&A Session:

Association of MRI-derived radiomic biomarker with disease-free survival in patients with early-stage cervical cancer

Author:Jin Fang  Bin Zhang  Shuo Wang  Shuixing Zhang  

Institution:Key Laboratory of Molecular Imaging, Institute of Automation, Chinese Academy of Sciences  The First Affiliated Hospital of Jinan University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3533  

Room Live Q&A Session:

Class activation mapping methods for interpreting deep learning models in the classification of MRI with subtypes of multiple sclerosis

Author:Jinseo Lee  Daniel McClement  Glen Pridham  Olayinka Oladosu  Yunyan Zhang  

Institution:University of British Columbia  University of Calgary  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3524  

Room Live Q&A Session:

Combined clinical parameters and  Magnetic Resonance Images for prostate cancer detection

Author:Yi Zhu  Rong Wei  Ge Gao  Jue Zhang  Xiaoying Wang  

Institution:Peking University  Peking University First Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3529  

Room Live Q&A Session:

Deep PET-Prior: MR-derived Zero-Dose PET Prior for Differential Contrast Enhancement of PET

Author:Abhejit Rajagopal  Andrew Leynes  Thomas Hope  Peder Larson  

Institution:University of California, San Francisco  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3536  

Room Live Q&A Session:

A Deep-Learning Based 3D Liver Motion Prediction for MR-guided-Radiotherapy

Author:Yihang Zhou  Jing Yuan  Oi Lei Wong  Kin Yin Cheung  Siu Ki Yu  

Institution:Hong Kong Sanatorium & Hospital  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3528  

Room Live Q&A Session:

Differentiation of Breast Cancer Molecular Subtypes on DCE-MRI by Using Convolutional Neural Network with Transfer Learning

Author:Yang Zhang  Yezhi Lin  Siwa Chan  Jeon-Hor Chen  Jiejie Zhou  Daniel Chow  Peter Chang  Meihao Wang  Min-Ying Su  

Institution:First Affiliate Hospital of Wenzhou Medical University  Taichung Tzu-Chi Hospital  University of California  E-Da Hospital and I-Shou University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3526  

Room Live Q&A Session:

Direct Pathology Detection and Characterization from MR K-Space Data Using Deep Learning

Author:Linfang Xiao  Yilong Liu  Peiheng Zeng  Mengye Lyu  Xiaodong Ma  Alex T. Leong  Ed X. Wu  

Institution:The University of Hong Kong  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3530  

Room Live Q&A Session:

Informed deep convolutional neural networks

Author:R. Marc Lebel  Daniel Litwiller  

Institution:GE Healthcare  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3535  

Room Live Q&A Session:

Prediction of prostate cancer aggressiveness using open-source machine learning tools for 5-minute prostate MRI: PRODIF CAD 1.0

Author:Harri Merisaari  Pekka Taimen  Otto Ettala  Marko Pesola  Jani Saunavaara  Anant Madabhushi  Peter Boström  Hannu Aronen  Ivan Jambor  

Institution:Case Western Reserve University  Icahn School of Medicine at Mount Sinai  Institute of BioMedicine  Turku University Hospital  University of Turku  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3525  

Room Live Q&A Session:

A two-stage deep learning method for the identification of rectal cancer lesions in MR images

Author:Jiaxin Li  Cheng Li  Xiran Jiang  Zhenkun Peng  Chaohe Zhang  Qiegen Liu  Shanshan Wang  

Institution:Cancer Hospital of China Medical University  China Medical University  Nanchang University  Paul C. Lauterbur Research Center for Biomedical Imaging, Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3527  

Room Live Q&A Session:

Utility of Stockwell Transform variants for local feature extraction from MR images: evidence from multiple sclerosis lesions

Author:Glen Pridham  Olayinka Oladosu  Yunyan Zhang  

Institution:University of Calgary  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3532  

Room Live Q&A Session:

Weakly Supervised Exclusion of Non-Tumoral Enhancement in Low Volume Dataset for Breast Tumor Segmentation

Author:Michael Liu  Richard Ha  Yu-Cheng Liu  Tim Duong  Terry Button  Pawas Shukla  Sachin Jambawalikar  

Institution:Columbia University  Stony Brook University  

Session Type:Digital Poster  

Session Live Q&A Date:Digital Poster (All Week)  

Topic:ML: Post Processing, Analysis, & Applications  

Session Name:Machine Learning: Disease, Diagnosis, Pathology & Treatment  

Program Number:3534  

Room Live Q&A Session: