Tomohiro Wataya

Radiologists with and without deep learning–based computer-aided diagnosis: comparison of performance and interobserver agreement for characterizing and diagnosing pulmonary nodules/masses

Tomohiro Wataya, Masahiro Yanagawa, Mitsuko Tsubamoto et al. · European Radiology · 2022 · 27 citations

Pulmonary Nodules/masses, Engineering, Machine Learning +11

Introduction to deep learning: minimum essence required to launch a research

Tomohiro Wataya, Katsuyuki Nakanishi, Yuki Suzuki et al. · Japanese Journal of Radiology · 2020 · 24 citations

Artificial Intelligence, Convolutional Neural Network, Engineering +6

Anatomy-aware self-supervised learning for anomaly detection in chest radiographs

Junya Sato, Yuki Suzuki, Tomohiro Wataya et al. · iScience · 2023 · 19 citations · Full text

Anomaly Detection, Machine Learning, Engineering +20

Bimodal artificial intelligence using TabNet for differentiating spinal cord tumors—Integration of patient background information and images

Kosuke Kita, Takahito Fujimori, Yuki Suzuki et al. · iScience · 2023 · 19 citations · Full text

BERT-based Transfer Learning in Sentence-level Anatomic Classification of Free-Text Radiology Reports

Daiki Nishigaki, Yuki Suzuki, Tomohiro Wataya et al. · Radiology Artificial Intelligence · 2023 · 16 citations · Full text