Fujiwara, Michitaka

Self-supervised learning for medical image analysis using image context restoration

Chen, L., Bentley, P., Mori, K., Misawa, K., Fujiwara, M., & Rueckert, D. (2019) · Medical Image Analysis

Domain Adaptation and Few-Shot LearningMedical Image Segmentation Techniques

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Hierarchical 3D fully convolutional networks for multi-organ segmentation

Roth, H. R., Oda, H., Hayashi, Y., Oda, M., Shimizu, N., Fujiwara, M., Misawa, K., & Mori, K. (2017) · arXiv

Medical Image Segmentation TechniquesAdvanced Neural Network Applications

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Identification of the collagen type 1 alpha 1 gene (COL1A1) as a candidate survival-related factor associated with hepatocellular carcinoma

Hayashi, M., Nomoto, S., Hishida, M., Inokawa, Y., Kanda, M., Okamura, Y., Nishikawa, Y., Tanaka, C., Kobayashi, D., Yamada, S., et al. (2014) · BMC Cancer

Epigenetics and DNA MethylationHepatocellular Carcinoma Treatment and Prognosis

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SMAD4 Expression Predicts Local Spread and Treatment Failure in Resected Pancreatic Cancer

Yamada, S., Fujii, T., Shimoyama, Y., Kanda, M., Nakayama, G., Sugimoto, H., Koike, M., Nomoto, S., Fujiwara, M., Nakao, A., et al. (2015) · Pancreas

Pancreatic and Hepatic Oncology ResearchTGF-β signaling in diseases

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