Kanako K. Kumamaru

Publication Activity (10 Years)

Years Active: 2014-2022
Publications (10 Years): 4

Top Topics

Training Dataset

Computed Tomography

Coronary Artery Disease

Top Venues

Medical Imaging: Computer-Aided Diagnosis

BMC Medical Informatics Decis. Mak.

J. Biomed. Informatics

Publications

Tao Hu, Hayato Itoh, Masahiro Oda, Yuichiro Hayashi, Zhongyang Lu, Shinji Saiki, Nobutaka Hattori, Koji Kamagata, Shigeki Aoki, Kanako K. Kumamaru, Toshiaki Akashi, Kensaku Mori
Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. MICCAI (8) (2022)
Yuichiro Hayashi, Chen Shen, Holger R. Roth, Masahiro Oda, Kazunari Misawa, Masahiro Jinzaki, Masahiro Hashimoto, Kanako K. Kumamaru, Shigeki Aoki, Kensaku Mori
Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset. Medical Imaging: Computer-Aided Diagnosis (2020)
Alexander R. Podgorsak, Kelsey N. Sommer, Vijay Iyer, Michael F. Wilson, Frank J. Rybicki, Dimitrios Mitsouras, Umesh Sharma, Kanako K. Kumamaru, Erin Angel, Ciprian N. Ionita
Investigation of the accuracy of classifying coronary artery disease severity using machine learning with subdomain analysis of fractional flow reserve diagnosis in patients. Medical Imaging: Computer-Aided Diagnosis (2020)
Tianrun A. Cai, Luwan Zhang, Nicole Yang, Kanako K. Kumamaru, Frank J. Rybicki, Tianxi Cai, Katherine P. Liao
EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research. BMC Medical Informatics Decis. Mak. 19 (1) (2019)
Sara Rodriguez-Lopez, Daniel Jimenez-Carretero, Raúl San José Estépar, Eduardo Fraile Moreno, Kanako K. Kumamaru, Frank J. Rybicki, María J. Ledesma-Carbayo, Germán González
Automatic ventricle detection in Computed Tomography Pulmonary Angiography. ISBI (2015)
Sheng Yu, Kanako K. Kumamaru, Elizabeth George, Ruth M. Dunne, Arash Bedayat, Matey Neykov, Andetta R. Hunsaker, Karin E. Dill, Tianxi Cai, Frank J. Rybicki
Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing. J. Biomed. Informatics 52 (2014)