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MADGAN: unsupervised Medical Anomaly Detection GAN using multiple adjacent brain MRI slice reconstruction


Jul 24, 2020
Changhee Han, Leonardo Rundo, Kohei Murao, Tomoyuki Noguchi, Yuki Shimahara, Zoltan Adam Milacski, Saori Koshino, Evis Sala, Hideki Nakayama, Shinichi Satoh

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* 21 pages, 11 figures, submitted to BMC Bioinformatics. arXiv admin note: substantial text overlap with arXiv:1906.06114 

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Bridging the gap between AI and Healthcare sides: towards developing clinically relevant AI-powered diagnosis systems


Jan 12, 2020
Changhee Han, Leonardo Rundo, Kohei Murao, Takafumi Nemoto, Hideki Nakayama, Shin'ichi Satoh

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* 10 pages, 1 figure, submitted to CARS 2020 

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GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis


Jul 08, 2019
Changhee Han, Leonardo Rundo, Kohei Murao, Zoltán Ádám Milacski, Kazuki Umemoto, Hideki Nakayama, Shin'ichi Satoh

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* 7 pages, 4 figures, accepted to CIBB 2019 

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Learning More with Less: GAN-based Medical Image Augmentation


May 07, 2019
Changhee Han, Kohei Murao, Shin'ichi Satoh, Hideki Nakayama

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* 6 pages, 2 figures, Accepted to MEDICAL IMAGING TECHNOLOGY Special Issue 

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Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images


Mar 03, 2019
Changhee Han, Kohei Murao, Tomoyuki Noguchi, Yusuke Kawata, Fumiya Uchiyama, Leonardo Rundo, Hideki Nakayama, Shin'ichi Satoh

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* 8 pages, 7 figures, submitted to IJCAI 2019 

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