Search Results for author: Satoru Hiwa

Found 4 papers, 0 papers with code

Optimized Drug Design using Multi-Objective Evolutionary Algorithms with SELFIES

no code implementations1 May 2024 Tomoya Hömberg, Sanaz Mostaghim, Satoru Hiwa, Tomoyuki Hiroyasu

Computer aided drug design is a promising approach to reduce the tremendous costs, i. e. time and resources, for developing new medicinal drugs.

Evolutionary Algorithms

Deep-learning models in medical image analysis: Detection of esophagitis from the Kvasir Dataset

no code implementations6 Jan 2023 Kyoka Yoshiok, Kensuke Tanioka, Satoru Hiwa, Tomoyuki Hiroyasu

Early detection of esophagitis is important because this condition can progress to cancer if left untreated.

Generating corneal panoramic images from contact specular microscope images

no code implementations6 Jan 2023 Yusuke Nagira, Yuzuha Hara, Satoru Hiwa, Naoki Okumura, Noriko Koizumi, Tomoyuki Hiroyasu

This study proposes a framework to automatically generate an entire corneal image from videos captured using a contact specular microscope.

Performance Comparison of Deep Learning Architectures for Artifact Removal in Gastrointestinal Endoscopic Imaging

no code implementations1 Jan 2022 Taira Watanabe, Kensuke Tanioka, Satoru Hiwa, Tomoyuki Hiroyasu

Various architectures have been proposed for the CNNs, and the accuracy of artifact removal varies depending on the choice of architecture.

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