Classification of CT pulmonary angiography reports by presence, chronicity, and location of pulmonary embolism with natural language processing. - Sheng Yu 002; Kanako K. Kumamaru; Elizabeth George; Ruth M. Dunne; Arash Bedayat; Matey Neykov; Andetta R. Hunsaker; Karin E. Dill; Tianxi Cai; Frank J. Rybicki (J. Biomed. Informatics, 2014)

Automatic ventricle detection in Computed Tomography Pulmonary Angiography. - 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 (ISBI, 2015)

Comparison of benchtop pressure gradient measurements in 3D printed patient specific cardiac phantoms with CT-FFR and computational fluid dynamic simulations. - Kelsey N. Sommer; Lauren M. Shepard; Vijay Iyer; Erin Angel; Michael F. Wilson; Frank J. Rybicki; Dimitrios Mitsouras; Kanako Kunishima Kumamaru; Stephen Rudin; Ciprian N. Ionita (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2019)

EXTraction of EMR numerical data: an efficient and generalizable tool to EXTEND clinical research. - Tianrun A. Cai; Luwan Zhang; Nicole Yang; Kanako K. Kumamaru; Frank J. Rybicki; Tianxi Cai; Katherine P. Liao (BMC Medical Informatics Decis. Mak., 2019)

Usefulness of fine-tuning for deep learning based multi-organ regions segmentation method from non-contrast CT volumes using small training dataset. - Yuichiro Hayashi; Chen Shen 002; Holger R. Roth; Masahiro Oda 001; Kazunari Misawa; Masahiro Jinzaki; Masahiro Hashimoto; Kanako K. Kumamaru; Shigeki Aoki; Kensaku Mori (Computer-Aided Diagnosis, 2020)

Investigation of the accuracy of classifying coronary artery disease severity using machine learning with subdomain analysis of fractional flow reserve diagnosis in patients. - Alexander R. Podgorsak; Kelsey N. Sommer; Vijay Iyer; Michael F. Wilson; Frank J. Rybicki; Dimitrios Mitsouras; Umesh C. Sharma; Kanako K. Kumamaru; Erin Angel; Ciprian N. Ionita (Computer-Aided Diagnosis, 2020)

Enhancing Model Generalization for Substantia Nigra Segmentation Using a Test-time Normalization-Based Method. - Tao Hu 009; Hayato Itoh; Masahiro Oda 001; Yuichiro Hayashi; Zhongyang Lu; Shinji Saiki; Nobutaka Hattori; Koji Kamagata; Shigeki Aoki; Kanako K. Kumamaru; Toshiaki Akashi; Kensaku Mori (MICCAI (8), 2022)

Aorta-aware GAN for non-contrast to artery contrasted CT translation and its application to abdominal aortic aneurysm detection. - Tao Hu 009; Masahiro Oda 001; Yuichiro Hayashi; Zhongyang Lu; Kanako Kunishima Kumamaru; Toshiaki Akashi; Shigeki Aoki; Kensaku Mori (Int. J. Comput. Assist. Radiol. Surg., 2022)