Osamu Sugiyama

Computer-aided diagnosis of lung nodule classification between benign nodule, primary lung cancer, and metastatic lung cancer at different image size using deep convolutional neural network with transfer learning

Mizuho Nishio, Osamu Sugiyama, Masahiro Yakami et al. · PLoS ONE · 2018 · 173 citations · Full text

Computing, Computer Science, Radiology +17

Lentivirus-mediated gene transfer induces long-term transgene expression of BMP-2 in vitro and new bone formation in vivo

Osamu Sugiyama, Dong Sung An, Sam Kung et al. · Molecular Therapy · 2004 · 143 citations · Full text

Engineering, Molecular Biology, Orthopaedic Surgery +17

Computer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization

Mizuho Nishio, Mitsuo Nishizawa, Osamu Sugiyama et al. · PLoS ONE · 2018 · 137 citations · Full text

Computing, Computer Science, Radiology +17

Lentiviral-mediated BMP-2 gene transfer enhances healing of segmental femoral defects in rats

Wellington K. Hsu, Osamu Sugiyama, S.H. Park et al. · Bone · 2007 · 108 citations

Medicine, Orthopaedic Surgery, Orthopedic Surgery +11

Influence of short-term adenoviral vector and prolonged lentiviral vector mediated bone morphogenetic protein-2 expression on the quality of bone repair in a rat femoral defect model

Mandeep S. Virk, Augustine Conduah, Sang Hyun Park et al. · Bone · 2008 · 107 citations

Medicine, Orthopaedic Surgery, Orthopedic Surgery +17