清水昭伸研究室

パターン認識、機械学習、人工知能、
ビッグデータ解析などの最新の技術を用いた
医用画像解析の研究と，それらの成果を用いた診断支援システムの開発を行っています。

Atsushi Saito, Masaki Tsujikawa, Tetsuya Takakuwa, Shigehito Yamada,
Akinobu Shimizu

Level set distribution model of nested structures using logarithmic transformation


Medical Image Analysis, 56, 1-10, 2019
10.1016/j.media.2019.05.003

Shouhei Hanaoka, Akinobu Shimizu, Mitsutaka Nemoto, Yukihiro Nomura, Soichiro Miki, Takeharu Yoshikawa, Naoto Hayashi, Kuni Ohtomo, Yoshitaka Masutani

Automatic detection of over 100 anatomical landmarks in medical CT images: A framework with independent detectors and combinatorial optimization


Medical Image Analysis, 35, 192-214, 2016
10.1016/j.media.2016.04.001

Atsushi Saito,
Shigeru Nawano and Akinobu Shimizu

Joint optimization of segmentation and shape prior from level-set-based statistical shape model, and its application to the automated segmentation of abdominal organs


Medical Image Analysis, 28, 46-65, 2016
10.1016/j.media.2015.11.003