Suzuki Kenji | Researcher Information

Tokyo Institute of Technology The Laboratory for Future Interdisciplinary Research of Science and Technology (FIRST), Institute of Innovative Research (IIR) Professor
Tokyo Institute of Technology Department of Information and Communications Engineering, School of Engineering Professor
Tokyo Institute of Technology Tokyo Tech Academy for Super Smart Society Professor

2020 - 2025 Development of White-Box Modular Deep Learning Model
2021 - 2024 Development of innovative nucleic acid extraction technology for cancer genomic medicine
2018 - 2022 Radiation dose reduction in medical imaging exams by means of deep-learning-based virtual imaging technology
2021 - 2022 スモールデータAIによる医用画像診断支援システムの多品種短期開発
2021 - 2022 口腔からの生体情報センシングとAIによるヘルスモニターシステムの開発

Show all

Cunyuan Ji, Kengo Oshima, Takumi Urata, Fumikazu Kimura, Keiko Ishii, Takeshi Uehara, Kenji Suzuki, Saori Takeyama, Masahiro Yamaguchi. Transformation from hematoxylin-and-eosin staining to Ki-67 immunohistochemistry digital staining images using deep learning: experimental validation on the labeling index. Journal of Medical Imaging. 2024. 11. 04
Zhipeng Deng, Yuqiao Yang, Kenji Suzuki. Federated Active Learning Framework for Efficient Annotation Strategy in Skin-Lesion Classification. Journal of Investigative Dermatology. 2024
Ravi K Samala, Karen Drukker, Amita Shukla-Dave, Heang-Ping Chan, Berkman Sahiner, Nicholas Petrick, Hayit Greenspan, Usman Mahmood, Ronald M Summers, Georgia Tourassi, et al. AI and machine learning in medical imaging: key points from development to translation. BJR|Artificial Intelligence. 2024. 1. 1
Usman Mahmood, Amita Shukla-Dave, Heang-Ping Chan, Karen Drukker, Ravi K Samala, Quan Chen, Daniel Vergara, Hayit Greenspan, Nicholas Petrick, Berkman Sahiner, et al. Artificial intelligence in medicine: mitigating risks and maximizing benefits via quality assurance, quality control, and acceptance testing. BJR|Artificial Intelligence. 2024. 1. 1
Pavarut S., Preedanan W., Kumazawa I., Suzuki K., Kobayashi M., Tanaka H., Ishioka J., Matsuoka Y., Fujii Y. Improving Kidney Tumor Classification With Multi-Modal Medical Images Recovered Partially by Conditional CycleGAN. IEEE Access. 2023. Vol. 11

ｍore...

鈴木賢治. 医用画像処理における深層学習. JMPマガジン152 先進医療NAVIGATOR 医療とAI最前線. 2022. 8-10
鈴木賢治. スモールデータ深層学習による医用画像診断支援. Precision Medicine. 2022. 5. 1. 90-92
鈴木賢治. 深層学習による医用画像診断支援. BIO Clinica. 2021. Vol. 36. No. 7. 92-94
Suzuki, Kenji. 深層学習による医用画像処理と診断支援. Precision Medicine. 2020. 3. 5. 87-91
Suzuki, Kenji. 医用画像システム. JMAI Letter. 2020. 2. 53-54

ｍore...

染色画像推定器学習装置、画像処理装置、染色画像推定器学習方法、画像処理方法、染色画像推定器学習プログラム、及び、画像処理プログラム
Converting low-dose to higher dose 3D tomosynthesis images through machine-learning processes
Converting low-dose to higher dose mammographic images through machine-learning processes
Supervised machine learning technique for reduction of radiation dose in computed tomography imaging
Image modification and detection using massive training artificial neural networks (MTANN)

ｍore...

Advances in Intelligent Disease Diagnosis and Treatment
Springer 2024 ISBN:3031656393
Artificial Intelligence and Machine Learning for Healthcare
Springer 2022 ISBN:3031111532
Python,TensorFlowで実践する深層学習入門: しくみの理解と応用 (DIGITAL FOREST)
東京化学同人 2022 ISBN:4807920383
Machine and Deep Learning in Oncology, Medical Physics and Radiology
Springer 2022 ISBN:3030830462
2020-2021年版はじめての医用画像ディープラーニング -基礎・応用・事例- (医療AIとディープラーニングシリーズ)
オーム社 2020 ISBN:4274225445

ｍore...

Small-Data Deep Learning for Detection and Classification of Lesions in Medical Images
(The 2024 IARIA Annual Congress on Frontiers in Science, Technology, Services, and Applications (IARIA Congress 2024) 2024)
Reduction of Radiation Dose in Full-Field Digital Mammography (FFDM) With Massive-Training Artificial Neural Network
(11th Global Insight Conference on Breast Cancer (GICBC-2024) 2024)
スモールデータAIによる診断支援システムの開発
(第66回日本小児神経学会学術集会 2024)
Small-Data Deep Learning for Detection and Classification of Lesions in Medical Images
(2024 2nd International Conference on Intelligent Perception and Computer Vision (CIPCV 2024) 2024)
“Small-data” Patch-wise Multi-dimensional Output Deep-learning for Rare Cancer Diagnosis in MRI under Limited Sample-size Situation
(21st ΙΕΕΕ International Symposium on Biomedical Imaging (ISBI 2024) 2024)

ｍore...

1991 - 1993 Meijo University Graduate School of Science and Technology Division of Electrical and Electronic Engineering
1987 - 1991 Meijo University Faculty of Science and Technology Department of Electrical and Electronic Engineering

Doctor (Engineering) (Nagoya University)

2020/04 - Tokyo Tech Academy for Super Smart Society, Tokyo Institute of Technology Professor (Specially Appointed)
2017/05 - Information and Communications Engineering, School of Engineering, Tokyo Institute of Technology Professor (Specially Appointed)
2017/05 - World Research Hub Initiative (WRHI), Institute of Innovative Research (IIR), Tokyo Institute of Technology Professor (Specially Appointed)
2017/05 - The Laboratory for Future Interdisciplinary Research in Science and Technology (FIRST), Institute of Innovative Research (IIR), Tokyo Institute of Technology Professor (Specially Appointed)
2014/08 - Illinois Institute of Technology Medical Imaging Research Center, Pritzker Institute of Biomedical Science and Engineering Associate Professor (Tenured)

Show all

2020 - 現在 AI Editor-in-Chief
2019 - 現在日本メディカルAI 学会顧問
2019 - 現在 IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC) Associate Editor
2019 - 現在 International Coalition of Intelligent Manufacturing (ICIM) Academic Committee member
2019 - 現在 IEEE Transactions on Neural Networks and Learning Systems Reviewer

2019 - 現在 Nature Machine Intelligence Reviewer

2019 - 現在 Scientific Reports - Nature Reviewer

2019 - 現在 Diagnostics Editorial Board Member

2018 - 現在 Clarivate Analytics Academic Reputation Survey for Global Institutional Profiles Project including U.S. News Best Global Rankings and the Round University Ranking Reviewer

2018 - 現在 Science Translational Medicine Reviewer

2018 - 現在 Nature Communications Reviewer

2018 - 現在 Electronics Editorial Board Member

2017 - 現在 International Conference on Ambient Computing, Applications, Services and Technologies (AMBIENT) Program Committee Member

2017 - 現在 Pattern Recognition Associate Editor

2016 - 現在 QS Global Academic Survey for QS World University Rankings Reviewer

2016 - 現在 IEEE Computational Intelligence Magazine Reviewer

2016 - 現在 Computing and Applications Reviewer

2014 - 現在 International Workshop on Machine Learning in Medical Imaging (MLMI) Steering Committee Member

2014 - 現在 Journal of Imaging Editorial Board Member

2014 - 現在 Journal of Biomedical Engineering and Medical Imaging Editor-in-Chief

2013 - 現在 International Conference on Innovation in Medicine and Healthcare (InMed) International Program Committee Member

2011 - 現在 IEEE Transactions on Intelligent Transportation Systems Reviewer

2011 - 現在 Pattern Recognition Reviewer

2010 - 現在 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMB) Associate Editor

2010 - 現在 Medical Image Analysis Reviewer

2010 - 現在 International Journal of Computer Vision Reviewer

2009 - 現在 SPIE International Symposium on Medical Imaging, Computer-Aided Diagnosis conference (SPIE MI) Program Committee Member

2009 - 現在 International Journal of Neural Systems Reviewer

2007 - 現在 Medical Physics Invited Associate Editor

2006 - 現在 IEEE Transactions on Image Processing Reviewer

2006 - 現在 IEEE Transactions on Biomedical Engineering Reviewer

2004 - 現在 Neurocomputing Reviewer

2003 - 現在 IEEE Transactions on Medical Imaging Reviewer

2023 - 2024 AAPM Task Group No. 416 - Quality assurance and user training of CAD-AI tools in clinical practice (TG416) Member

2021 - 2024 The Hong Kong Society of Robotics and Automation (HKSRA) Council Member

2019 - 2023 AAPM Task Group No. 273 - CAD Assessment, Quality Assurance and Training (TG273) Member

2019 - 2023 AAPM Computer Aided Image Analysis Subcommittee (CADSC) Member

2012 - 2022 Quantitative Imaging in Medicine and Surgery Editorial Board Member

2020 - 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2020) Associate Editor

2020 - Frontline Health XPRIZE, XPRIZE Foundation Community member

2019/09 - 22nd International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2019) Chair, Satellite Events Committee

2019/07 - International Conference on Dementia & Alzheimer’s Disease (Dementia 2019) Organizing Committee Member

2019/06 - 5th Edition of International Conference on Clinical Oncology and Molecular Diagnostics (Clinical Oncology 2019) Organizing Committee Member

2019/04 - 4th International Cancer Study & Therapy Conference (Cancer Science2019) Organizing Committee Member

2013 - 2019 National Institutes of Health (NIH), USA Grant Reviewer

2019 - Top 10 International Intelligent Manufacturing Technologies, International Coalition on Intelligent Manufacturing Evaluation Committee Member

2019 - AAPM 2019 Summer School faculty/program directors Faculty

2019 - Austrian Science Fund (FWF), Austria Grant Reviewer

2018/10 - International conference on Medical Imaging and Clinical Research 2018 Organizing Committee Member

2018/07 - International Conference on Electronics & Electrical Engineering (ICEEE 2018) Organizing Committee Member

2018/05 - AI Roundtable for “AI Law for American Workers and Industries”, United States Congress Panelist

2018/02 - AAPM CAD subcommittee Member

2011 - 2018 Academic Radiology Deputy Editor

2017/11 - 7th International Conference on Ambient Computing, Applications, Services and Technologies (AMBIENT 2017) Steering Committee Member

2017/10 - 10th International Conference on Biomarkers and Clinical Research Organizing Committee Member

2014 - 2017 Medical Research Council, Research Councils UK, U.K. Grant Reviewer

2017 - International Workshop on Machine Learning in Medical Imaging (MLMI) Chair

2017 - National Science Centre (Narodowe Centrum Nauki - NCN), Poland Grant Reviewer

2017 - Special issue on “Machine Learning in Medical Imaging,” Pattern Recognition Guest Editor

2013 - 2016 Research Grant Program, Technology Foundation STW, the Netherlands Grant Reviewer

2012 - 2016 MICCAI Workshop on Clinical Image-based Procedures: From Planning to Intervention (CLIP) Program Committee Member

2016 - Innovation for Innovation Programme, National Institute forHealth Research (NIHR), U.K. Grant Reviewer

2016 - Research Councils UK (RCUK), U.K. Grant Reviewer

2016 - Netherlands Organisation for Scientific Research (NWO:Dutch NSF), Netherlands Grant Reviewer

2016 - Special issue on “Advances in Translational Cancer Imaging: Opportunities and Challenges,” BioMed Research International Guest Editor

2015 - Special issue on “Machine Learning in Medical Imaging,” Computerized Medical Imaging and Graphics Guest Editor

2014/07 - the 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (IEEE EMBC) Track Chair

2010 - 2014 International Conference on Advanced Cognitive Technologies and Applications (COGNITIVE) Technical Program Committee Member

2010 - 2014 International Conference on Data Communication Networking (DCNET) International Program Committee Member

2008 - 2014 the 19th International Conference on Pattern Recognition (ICPR) Program Committee Member

2014 - IEEE ICDM Workshop on Data Mining in Medical Imaging Program Committee Member

2014 - the 22nd International Conference on Pattern Recognition (ICPR) Area Chair, Biomedical Image Analysis track

2010 - 2013 International Workshop on Machine Learning in Medical Imaging (MLMI) Chair

2009 - 2013 Workshop on Soft Computing in Image Processing and Computer Vision (SCIPCV), International Conference on Image Processing, Computer Vision, and Pattern Recognition (IPCV) Program Committee Member

2013 - 2013 IEEE International Conference on Systems, Man, and Cybernetics (2013 IEEE SMC) Program Committee Member

2013 - International Association for Pattern Recognition (IAPR) Committee Member, Technical Committee on Pattern Recognition for Bioinformatics (IAPR TC-20)

2013 - Research Competitiveness Program, American Association for the Advancement of Science (AAAS), USA Reviewer

2013 - Swiss National Science Foundation, Switzerland Grant Reviewer

2013 - Special issue on “Advanced Computing for Image-Guided Intervention,” Neurocomputing Guest Editor

2012 - The International Association of Science & Engineering Congress Editorial Board Member

2012 - the 21st International Conference on Pattern Recognition (ICPR) Area Chair, Virtual Reality and Medical Applications track

2008 - 2011 IEEE Chicago Section IEEE Senior Member Upgrade Chair

2001 - 2011 IEEE Transactions on Neural Networks Reviewer

2011 - Smart Health and Wellbeing (SHB) Cross-Cutting Program, Directorate for Computer & Information Science & Engineering (CISE), National Science Foundation (NSF), USA Panel Member

2009 - 2010 International Conference on Networked Computing (INC) Program Committee Member

2008 - 2010 Research Advisory Committee, American Cancer Society (ACS), Illinois Division, USA Member

2010 - MICCAI Workshop on Computational Challenges and Clinical Opportunities in Virtual Colonoscopy and Abdominal Imaging Chair

2010 - Science Center Programs, the U.S. Department of State Grant Reviewer

Show all

日本メディカルAI学会 , 日本医用画像工学会 , 情報処理学会 , 電子情報通信学会 , American Association of Physicists in Medicine (AAPM) , International Society for Optical Engineering (SPIE) , Medical Image Computing and Computer Assisted Intervention Society (MICCAI) , Institute of Electrical and Electronics Engineers (IEEE)