@book{CTT100901044, author = {Ze Jin and Taiguang Yuan and Yukiko Tokuda and Yasuto Naoi and Noriyuki Tomiyama and Kenji Suzuki}, title = {Radiomics: Approach to Precision Medicine}, publisher = {Springer}, year = 2022, } @book{CTT100881971, author = {Jon Krohn and Kenji Suzuki and 清水美樹}, title = {Python, TensorFlowで実践する深層学習入門 しくみの理解と応用}, publisher = {東京化学同人}, year = 2022, } @book{CTT100866051, author = {Kenji Suzuki}, title = {Computerized Detection of Lesions in Diagnostic Images with Early Deep Learning Models}, publisher = {Springer, Cham}, year = 2022, } @book{CTT100871068, author = {Kenji Suzuki}, title = {医用画像処理における深層学習}, publisher = {日本医学出版}, year = 2022, } @article{CTT100885284, author = {Lubomir Hadjiiski and Kenny Cha and Heang-Ping Chan and Karen Drukker and Lia Morra and Janne J. Näppi and Berkman Sahiner and Hiroyuki Yoshida and Quan Chen and Thomas M. Deserno and Hayit Greenspan and Henkjan Huisman and Zhimin Huo and Richard Mazurchuk and Nicholas Petrick and Daniele Regge and Ravi Samala and Ronald M. Summers and Kenji Suzuki and Georgia Tourassi and Daniel Vergara and Samuel G. Armato III}, title = {AAPM task group report 273: Recommendations on best practices for AI and machine learning for computer-aided diagnosis in medical imaging}, journal = {Medical Physics}, year = 2022, } @article{CTT100885283, author = {Wongsakorn Preedanan and Kenji Suzuki and Kondo T. and Kobayashi M. and Tanaka H. and Ishioka J. and Matsuoka Y. and Fujii Y. and Itsuo Kumazawa}, title = {Improvement of Urinary Stone Segmentation Using GAN-Based Urinary Stones Inpainting Augmentation}, journal = {IEEE Access}, year = 2022, } @inproceedings{CTT100882452, author = {Kenji Suzuki}, title = {AI Doctor for Diagnostic Aid and Medical AI Imaging with Deep Learning}, booktitle = {}, year = 2022, } @inproceedings{CTT100885699, author = {Kenji Suzuki}, title = {国プロによる医療AIの先端開発の現況と展望}, booktitle = {}, year = 2022, } @inproceedings{CTT100882450, author = {Kenji Suzuki}, title = {AI Doctor and Medical AI Imaging with Deep Learning}, booktitle = {}, year = 2022, } @inproceedings{CTT100882451, author = {Kenji Suzuki}, title = {Small Data Deep Learning in AI-aided Medical Image Diagnosis}, booktitle = {}, year = 2022, } @inproceedings{CTT100881599, author = {Zhipeng Deng and Yuqiao Yang and Ze Jin and Kenji Suzuki}, title = {FedAL: An Federated Active Learning Framework for Efficient Labeling in Skin Lesion Analysis}, booktitle = {}, year = 2022, } @inproceedings{CTT100885470, author = {Kenji Suzuki}, title = {AI-aided Diagnosis and Virtual AI Imaging in Medicine}, booktitle = {}, year = 2022, } @inproceedings{CTT100887656, author = {Jingyi You and Dongyuan Li and Manabu Okumura and Kenji Suzuki}, title = {JPG - Jointly Learn to Align: Automated Disease Prediction and Radiology Report Generation,}, booktitle = {}, year = 2022, } @inproceedings{CTT100875035, author = {小林正貴 and 松岡陽 and 上原翔 and 田中一 and 吉田宗一郎 and 横山みなと and 河野友亮 and 川野圭三 and 酒井康之 and 藤原基裕 and 川村尚子 and 奥野哲男 and Kenji Suzuki and Itsuo kumazawa and 藤井靖久}, title = {ディープラーニングを用いたKUBにおける上部尿路結石自動診断技術の開発}, booktitle = {日本泌尿器科学会東部総会プログラム・抄録集}, year = 2022, } @inproceedings{CTT100885471, author = {Kenji Suzuki}, title = {AI-aided Diagnostic Systems and Virtual AI Imaging in Medicine}, booktitle = {}, year = 2022, } @inproceedings{CTT100881601, author = {Yuqiao Yang and Ze Jin and Kenji Suzuki}, title = {Federated Tumor Segmentation with Patch-wise Deep Learning Model}, booktitle = {}, year = 2022, } @inproceedings{CTT100882448, author = {Kenji Suzuki}, title = {AI Doctor and Smart Medical Imaging with Deep Learning}, booktitle = {}, year = 2022, } @inproceedings{CTT100879346, author = {Kenji Suzuki}, title = {Small data deep learning for lung cancer detection and diagnosis in CT}, booktitle = {Proceedings of IEEE International Conference on Big Data Computing Service and Machine Learning Applications (IEEE BigDataService 2022)}, year = 2022, } @inproceedings{CTT100879354, author = {Yuqiao Yang and Ze Jin and Kenji Suzuki}, title = {Federated Learning Coupled with Massive-Training Artificial Neural Networks in Tumor Segmentation in CT Images.}, booktitle = {}, year = 2022, } @inproceedings{CTT100879348, author = {Kenji Suzuki}, title = {Generating simulated higher-dose CT images from ultra-low-dose CT images by means of massive-training artificial neural networks}, booktitle = {}, year = 2022, } @inproceedings{CTT100879345, author = {Wang L. and Qi J. and Cheng J. and Kenji Suzuki}, title = {Action unit detection by exploiting spatial-temporal and label-wise attention with transformer}, booktitle = {Proceedings of 3rd Workshop and Competition on Affective Behavior Analysis in-the-wild (ABAW 2022)}, year = 2022, } @inproceedings{CTT100885702, author = {Kenji Suzuki}, title = {米国におけるAI画像診断}, booktitle = {}, year = 2022, } @misc{CTT100871067, author = {Kenji Suzuki}, title = {スモールデータ深層学習による医用画像診断支援}, year = 2022, } @misc{CTT100903893, author = {Kenji Suzuki}, title = {推定装置、推定方法及びプログラム}, howpublished = {PublishedPatent}, year = 2023, month = {}, note = {PCT/JP2022/044260(2022/11/30), WO 2023/100953(2023/06/08)} } @misc{CTT100884605, author = {Kenji Suzuki and Ze Jin}, title = {画像処理装置、画像処理方法及びプログラムが格納された非一時的なコンピュータ可読媒体}, howpublished = {PublishedPatent}, year = 2022, month = {}, note = {PCT/JP2022/008813(2022/03/02), WO 2022/186263(2022/09/09)} }