Kohei Murao

发表

Learning More with Less: Conditional PGGAN-based Data Augmentation for Brain Metastases Detection Using Highly-Rough Annotation on MR Images

Shin'ichi Satoh, Changhee Han, Hideki Nakayama, 2019, CIKM.

The CT image standardization based on the verified PSF

Mitsuru Ikeda, Toru Matsumoto, Kazuo Awai, 2007, SPIE Medical Imaging.

Learning More with Less: GAN-based Medical Image Augmentation pdf

Shin'ichi Satoh, Changhee Han, Hideki Nakayama, 2019, ArXiv.

GAN-based Multiple Adjacent Brain MRI Slice Reconstruction for Unsupervised Alzheimer's Disease Diagnosis

Shin'ichi Satoh, Changhee Han, Hideki Nakayama, 2019, CIBB.

Efficient wavelet compression for images of arbitrary size

Kohei Murao, 1996, Optics & Photonics.

Explanation of the mechanism by which CAD assistance improves diagnostic performance when reading CT images

Shinji Yamamoto, Mitsuomi Matsumoto, Toru Matsumoto, 2006, SPIE Medical Imaging.

A proposal of the evaluation method of the effectiveness of CAD use by means of the bias with variance characteristic (BVC) analysis and the internal structure analysis of the ROC-curve

Mitsuomi Matsumoto, Yukio Tateno, Toru Matsumoto, 2007, SPIE Medical Imaging.

Bridging the Gap Between AI and Healthcare Sides: Towards Developing Clinically Relevant AI-Powered Diagnosis Systems

Hideki Nakayama, Leonardo Rundo, Shin'ichi Satoh, 2020, AIAI.

A study on the performance evaluation of computer-aided diagnosis for detecting pulmonary nodules for the various CT reconstruction

Toru Matsumoto, Shusuke Sone, Shinichi Wada, 2006, SPIE Medical Imaging.

Accurate determination of CT PSF with high precision

T. Matsumoto, Masaki Ohkubo, Shinichi Wada, 2009 .

MADGAN: unsupervised medical anomaly detection GAN using multiple adjacent brain MRI slice reconstruction

Changhee Han, Evis Sala, Hideki Nakayama, 2020, BMC Bioinformatics.

Classification of large-scale image database of various skin diseases using deep learning

Atsushi Saito, Akinobu Shimizu, Kohei Murao, 2021, International Journal of Computer Assisted Radiology and Surgery.

Image filtering as an alternative to the application of a different reconstruction kernel in CT imaging: feasibility study in lung cancer screening.

Toru Matsumoto, Masaki Ohkubo, Shinichi Wada, 2011, Medical physics.

Determination of point spread function in computed tomography accompanied with verification.

Toru Matsumoto, Masaki Ohkubo, Shinichi Wada, 2009, Medical physics.

Computer-aided volumetry of pulmonary nodules exhibiting ground-glass opacity at MDCT.

Kazuo Awai, Seitaro Oda, Yasuyuki Yamashita, 2010, AJR. American journal of roentgenology.

Pulmonary nodules: estimation of malignancy at thin-section helical CT--effect of computer-aided diagnosis on performance of radiologists.

Takeshi Nakaura, Kazuo Awai, Yoshinori Funama, 2006, Radiology.