output
20132026
most citedComputer-aided diagnosis of lung nodule using gradient tree boosting and Bayesian optimization

137 citations

researchers with a paper here

Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.

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cs.CV2019★ 48 cited

Statistical Deformation Reconstruction Using Multi-organ Shape Features for Pancreatic Cancer Localization

Megumi Nakao, Mitsuhiro Nakamura, Takashi Mizowaki +1

Respiratory motion and the associated deformations of abdominal organs and tumors are essential information in clinical applications. However, inter- and intra-patient multi-organ…

cs.CV2017★ 137 cited

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

Mizuho Nishio, Mitsuo Nishizawa, Osamu Sugiyama +4

We aimed to evaluate computer-aided diagnosis (CADx) system for lung nodule classification focusing on (i) usefulness of gradient tree boosting (XGBoost) and (ii) effectiveness of…