Mizuho Nishio

2023

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Classification of cancer TNM stage from Japanese radiology report using on-premise LLM at NTCIR-17 MedNLP-SC RR-TNM subtask.
Koji Fujimoto|Mizuho Nishio|Chikako Tanaka|Morteza Rohanian|Farhad Nooralahzadeh|Michael Krauthammer|Fabio Rinaldi
Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2023, Tokyo, Japan, December 12-15, 2023
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Zero-shot classification of TNM staging for Japanese radiology report using ChatGPT at RR-TNM subtask of NTCIR-17 MedNLP-SC.
Mizuho Nishio|Hidetoshi Matsuo|Takaaki Matsunaga|Koji Fujimoto|Morteza Rohanian|Farhad Nooralahzadeh|Fabio Rinaldi|Michael Krauthammer
Proceedings of the 17th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2023, Tokyo, Japan, December 12-15, 2023

2022

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Leveraging Token-Based Concept Information and Data Augmentation in Few-Resource NER: ZuKyo-EN at the NTCIR-16 Real-MedNLP task.
Joseph Cornelius|Oscar Lithgow-Serrano|Vani Kanjirangat|Fabio Rinaldi|Koji Fujimoto|Mizuho Nishio|Osamu Sugiyama|Kana Ichikawa|Farhad Nooralahzadeh|Aron N. Horvath|Michael Krauthammer
Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2022, Tokyo, Japan, June 14-17, 2022
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Approach for Named Entity Recognition and Case Identification Implemented by ZuKyo-JA Sub-team at the NTCIR-16 Real-MedNLP Task.
Koji Fujimoto|Mizuho Nishio|Osamu Sugiyama|Kana Ichikawa|Joseph Cornelius|Oscar Lithgow-Serrano|Vani Kanjirangat|Fabio Rinaldi|Aron N. Horvath|Farhad Nooralahzadeh|Michael Krauthammer
Proceedings of the 16th NTCIR Conference on Evaluation of Information Access Technologies, NTCIR 2022, Tokyo, Japan, June 14-17, 2022