Junya Sato

8PUBLICATIONS
18CO-AUTHORS
Neural networksCondensed matter imagingMedical biotechnology diagnostics (incl. biosensors)Artificial life and complex adaptive systemsSemi- and unsupervised learning
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Publications (8)

|Jan 08, 2025
Comparison of active learning algorithms in classifying head computed tomography reports using bidirectional encoder representations from transformers.

Tomohiro Wataya, Azusa Miura, Takahisa Sakisuka

|Mar 29, 2024
Comparison of natural language processing algorithms in assessing the importance of head computed tomography reports written in Japanese.

Tomohiro Wataya, Azusa Miura, Takahisa Sakisuka

|Dec 04, 2023
Deep UV-excited fluorescence microscopy installed with CycleGAN-assisted image translation enhances precise detection of lymph node metastasis towards rapid intraoperative diagnosis.

Junya Sato, Tatsuya Matsumoto, Ryuta Nakao

|Nov 09, 2023
High-quality semi-supervised anomaly detection with generative adversarial networks.

Yuki Sato, Junya Sato, Noriyuki Tomiyama

|Apr 10, 2023
BERT-based Transfer Learning in Sentence-level Anatomic Classification of Free-Text Radiology Reports.

Daiki Nishigaki, Yuki Suzuki, Tomohiro Wataya

|Nov 16, 2019
Deep-UV excitation fluorescence microscopy for detection of lymph node metastasis using deep neural network.

Tatsuya Matsumoto, Hirohiko Niioka, Yasuaki Kumamoto

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Frequent Collaborators

4 joint publications

Shoji Kido

4 joint publications

Noriyuki Tomiyama

3 joint publications

Daiki Nishigaki

3 joint publications

Yuki Suzuki