Daiki Nishigaki

According to our database, Daiki Nishigaki authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Comparison of active learning algorithms in classifying head computed tomography reports using bidirectional encoder representations from transformers.

Tomohiro Wataya, Azusa Miura, Takahisa Sakisuka, Masahiro Fujiwara, Hisashi Tanaka, Yu Hiraoka, Junya Sato, Miyuki Tomiyama, Daiki Nishigaki, Kosuke Kita, Yuki Suzuki, Shoji Kido, Noriyuki Tomiyama

Int. J. Comput. Assist. Radiol. Surg., April, 2025

OURad at the NTCIR-18 RadNLP Task: Predicting Lung CancerClinical Staging from Radiology Reports Using Few-ShotPrompting of Large Language Models.

Junya Sato, Kosuke Kita, Daiki Nishigaki, Miyuki Tomiyama, Masatoshi Hori

Proceedings of the 18th NTCIR Conference on Evaluation of Information Access Technologies, 2025

2024

Automated entry of paper-based patient-reported outcomes: Applying deep learning to the Japanese orthopaedic association back pain evaluation questionnaire.

Kosuke Kita, Takahito Fujimori, Yuki Suzuki, Takashi Kaito, Shota Takenaka, Yuya Kanie, Masayuki Furuya, Tomohiro Wataya, Daiki Nishigaki, Junya Sato, Noriyuki Tomiyama, Seiji Okada, Shoji Kido

Comput. Biol. Medicine, 2024

2023

Automatic characterization of liver tumors from multi-phase CT images.

Keita Otani, Daiki Nishigaki, Taro Hatsutani, Takeshi Takamoto, Yuki Suzuki, Shoji Kido, Noriyuki Tomiyama

Proceedings of the Medical Imaging 2023: Computer-Aided Diagnosis, San Diego, 2023

2022

Anatomy-aware Self-supervised Learning for Anomaly Detection in Chest Radiographs.

Junya Sato, Yuki Suzuki, Tomohiro Wataya, Daiki Nishigaki, Kosuke Kita, Kazuki Yamagata, Noriyuki Tomiyama, Shoji Kido

CoRR, 2022