AI Publications | IMACEL(イマセル)

Bridging the gap between AI and Healthcare sides: towards developing clinically relevant AI-powered diagnosis systems Han C, Rundo L, Murao K, Nemoto T, Nakayama H IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI)

BERT-based few-shot learning for automatic anomaly classification from Japanese multi-institutional CT scan reports Kuwabara R, Han C, Murao K, Satoh S Computer Assisted Radiology and Surgery (CARS)

Cloud platform for deep learning-based CAD via collaboration between Japanese medical societies and institutes of informatics Murao K, Ninomiya Y, Han C, Aida K, Satoh S SPIE Medical Imaging

Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images Han C, Murao K, Noguchi T, Kawata Y, Uchiyama F, Rundo L, Nakayama H, Satoh S ACM International Conference on Information and Knowledge Management (CIKM)

Combining Noise-to-Image and Image-to-Image GANs: Brain MR Image Augmentation for Tumor Detection Han C, Rundo L, Araki R, Nagano Y, Furukawa Y, Mauri G, Nakayama H, Hayashi H IEEE Access

Synthesizing Diverse Lung Nodules Wherever Massively: 3D Multi-Conditional GAN-based CT Image Augmentation for Object Detection Han C, Kitamura Y, Kudo A, Ichinose A, Rundo L, Furukawa Y, Umemoto K, Nakayama H, Li Y International Conference on 3D Vision (3DV)

GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer’s Disease Diagnosis Han C, Rundo L, Murao K, Milacski ZA, Umemoto K, Nakayama H, Satoh S Computational Intelligence methods for Bioinformatics and Biostatistics (CIBB)

Infinite Brain MR Images: PGGAN-based Data Augmentation for Tumor Detection Han C, Rundo L, Araki R, Furukawa Y, Mauri G, Nakayama H, Hayashi H Neural Approaches to Dynamics of Signal Exchanges

CNN-based Prostate Zonal Segmentation on T2-weighted MR Images: A Cross-dataset Study Rundo L, Han C, Zhang J, Hataya R, Nagano Y, Militello C, Ferretti C, Nobile MS, Tangherloni A, Gilardi MC, Vitabile S, Nakayama H, Mauri G Neural Approaches to Dynamics of Signal Exchanges

USE-Net: incorporating Squeeze-and-Excitation blocks into U-Net for prostate zonal segmentation of multi-institutional MRI datasets Rundo L*, Han C*, Nagano Y, Zhang J, Hataya R, Militello C, Tangherloni A, Nobile MS, Ferretti C, Besozzi D, Gilardi MC, Vitabile S, Mauri G, Nakayama H, Cazzaniga P (* denotes Co-first Authors) Neurocomputing

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