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Augmented ensemble learning is effective strategy for imbalanced small dataset: improve differentiation of low from high grade prostate cancer

Author:Yuta Akamine  Yoshiko Ueno  Keitaro Sofue  Takamichi Murakami  Yu Ueda  Ahsan Budrul  Masami Yoneyama  Makoto Obara  Marc Van Cauteren  

Institution:Kobe University Graduate School of Medicine  Philips Healthcare  Philips Japan  

Session Type:Digital Poster  

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

Topic:Abdominopelvic MRI - Cancer  

Session Name:Deep Prostatomics  

Program Number:2390  

Room Live Q&A Session:

Comparison of Mono-, Bi-, and Stretched Exponential Diffusion-weighted MR Imaging in Differentiating Hepatic Hemangiomas and Liver Metastases

Author:Yoshifumi Noda  Keita Fujimoto  Nobuyuki Kawai  Kimihiro Kajta  Yuta Akamine  Hiroshi Kawada  Yukichi Tanahashi  Masayuki Matsuo  

Institution:Gifu University  Philips Japan  

Session Type:Digital Poster  

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

Topic:Abdominopelvic MRI - Cancer  

Session Name:Hepatobiliary & Pancreas  

Program Number:2472  

Room Live Q&A Session:

Short TR DWI in prostate

Author:Yu Ueda  Tsutomu Tamada  Koji Yoshida  Ayumu Kido  Makoto Obara  Masami Yoneyama  Yuta Akamine  Marc Cauteren  

Institution:Kawasaki Medical School  Philips Healthcare, Asia Pacific  Philips Japan  

Session Type:Digital Poster  

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

Topic:Abdominopelvic MRI - Cancer  

Session Name:Shallow Teaching Prostate (Not Deep Learning)  

Program Number:2423  

Room Live Q&A Session: