@article{CTT100907778, author = {Pavarut S. and Preedanan W. and Kumazawa I. and Suzuki K. and Kobayashi M. and Tanaka H. and Ishioka J. and Matsuoka Y. and Fujii Y.}, title = {Improving Kidney Tumor Classification With Multi-Modal Medical Images Recovered Partially by Conditional CycleGAN}, journal = {IEEE Access}, year = 2023, } @article{CTT100903080, author = {Wahyu Rahmaniar and Kenji Suzuki and Ting-Lan Lin}, title = {Auto-CA: Automated Cobb Angle Measurement Based on Vertebrae Detection for Assessment of Spinal Curvature Deformity}, journal = {IEEE Transactions on Biomedical Engineering}, year = 2023, } @article{CTT100898707, author = {Tomoyuki Shishido and Yasuhiro Ono and Itsuo Kumazawa and Ichiro Iwai and kenji suzuki}, title = {Artificial intelligence model substantially improves stratum corneum moisture content prediction from visible-light skin images and skin feature factors}, journal = {Skin Research and Technology}, year = 2023, } @article{CTT100887329, author = {Wongsakorn Preedanan and Kenji Suzuki and Toshiaki Kondo and Masaki Kobayashi and Hajime Tanaka and Junichiro Ishioka and Yoh Matsuoka and Yasuhisa Fujii and Itsuo Kumazawa}, title = {Urinary Stones Segmentation in Abdominal X-Ray Images Using Cascaded U-Net Pipeline with Stone-Embedding Augmentation and Lesion-Size Reweighting Approach}, journal = {IEEE Access}, year = 2023, } @inproceedings{CTT100907905, author = {Yang S. and Xiang M. and Qu T. and Jin Z. and Suzuki K.}, title = {Reconstruction of Fast Acquisition MRI with Under-sampled K-space Data by Using Massive-Training Artificial Neural Networks (MTANNs)}, booktitle = {}, year = 2023, } @inproceedings{CTT100907907, author = {Yang Y. and Jin Z. and Nakatani F. and Miyake M. and Suzuki K.}, title = {Development of a small-data deep-learning model based on an MTANN for soft tissue sarcoma diagnosis in MRI}, booktitle = {}, year = 2023, } @inproceedings{CTT100907906, author = {Jin Z. and Pang M. and Qu T. and Oshibe H. and Sasage R. and Suzuki K.}, title = {Feature Map Visualization for Explaining Black-Box Deep Learning Model in Liver Tumor Segmentation}, booktitle = {}, year = 2023, } @inproceedings{CTT100907904, author = {Yang Y. and Jin Z. and Suzuki K.}, title = {Federated learning - Game changing AI concept to train AI without sending patient data out from hospitals}, booktitle = {}, year = 2023, } @inproceedings{CTT100907099, author = {Kenji Suzuki}, title = {ROC-Score-Based Ensemble Training for Multiple Deep Learning Modules in Classification between Polyps and Non-Polyps in CT Colonography}, booktitle = {}, year = 2023, } @inproceedings{CTT100902505, author = {Sirisanwannakul K. and Siripool N. and Suzuki K. and Kongprawechnon W. and Karnjana J.}, title = {Detection and Correction of Defective Relative Humidity Data Collected from the Greenhouse Environment Using Nested Kalman Filters with Standard Deviation Analysis}, booktitle = {}, year = 2023, } @inproceedings{CTT100904973, author = {Ze Jin and Maolin Pang and Yuqiao Yang and Fahad Parvez Mahdi and Tianyi Qu and Ren Sasage and Kenji Suzuki}, title = {Explaining Massive-Training Artificial Neural Networks in Medical Image Analysis Task Through Visualizing Functions Within the Models}, booktitle = {Lecture notes in computer science, LNCS}, year = 2023, } @inproceedings{CTT100907112, author = {Kenji Suzuki}, title = {Small-data AI and Its Applications to Diagnostic Aid and Virtual AI Imaging}, booktitle = {}, year = 2023, } @inproceedings{CTT100907110, author = {Kenji Suzuki}, title = {Small-Data Deep Learning for Computer-Aided Diagnosis for Rare Diseases}, booktitle = {}, year = 2023, } @inproceedings{CTT100891310, author = {Deng Z. and Jin Z. and Suzuki K.}, title = {Radiation Dose Reduction in Digital Breast Tomosynthesis by MTANN with Multi-scale Kernels}, booktitle = {}, year = 2023, } @inproceedings{CTT100891311, author = {Yang Y. and Jin Z. and Nakatani F. and Miyake M. and Suzuki K.}, title = {AI-aided Diagnosis of Rare Soft-Tissue Sarcoma by Means of Massive-Training Artificial Neural Network (MTANN)}, booktitle = {}, year = 2023, } @inproceedings{CTT100891312, author = {Yang S. and Xiang M. and Qu T. and Jin Z. and Suzuki K.}, title = {Under-sampled Image Reconstruction in Fast Acquisition MRI with Massive-Training Artificial Neural Networks (MTANNs) Deep Learning Approach}, booktitle = {}, year = 2023, } @inproceedings{CTT100898547, author = {Pang M. and Jin Z. and Qu T. and Mahdi F. P. and Sasage R. and Suzuki K.}, title = {Functional Model Visualization for Explaining Massive-Training Artificial Neural Network for Liver Tumor Segmentation}, booktitle = {}, year = 2023, } @inproceedings{CTT100891309, author = {Xu L. and Mahdi F. P. and Jin Z. and Noguchi Y. and Murata M. and Suzuki K.}, title = {Generating simulated fluorescence images for enhancing proteins from optical microscopy images of cells using massive-training artificial neural networks}, booktitle = {Proceedings of SPIE}, year = 2023, } @inproceedings{CTT100887968, author = {Kenji Suzuki}, title = {AI-aided Diagnosis and Virtual AI Imaging with Small-Data Deep Learning}, booktitle = {}, year = 2023, } @inproceedings{CTT100887257, author = {Zhipeng Deng and Ze Jin and Kenji Suzuki}, title = {Radiation Dose Reduction in Digital Breast Tomosynthesis (DBT) by Means of Multi-scale-Kernel Massive-Training Artificial Neural Network (MTANN) for Generating Virtual High-Dose Images}, booktitle = {}, year = 2023, } @inproceedings{CTT100887260, author = {Kenji Suzuki}, title = {Deep Residual Massive-Training Artificial Neural Network for Image Denoising}, booktitle = {}, year = 2023, } @misc{CTT100885839, author = {Wan Azani Mustafa and Kenji Suzuki}, title = {Special Issue: Editorial Board Members’ Collection Series in “Computer-Aided Diagnosis and Prognosis of Diseases"}, year = 2023, } @misc{CTT100885838, author = {Giacinto Barresi and Sabrina Cipolletta and Andreas Triantafyllidis and Kenji Suzuki}, title = {Special issue: Intelligent Systems for One Digital Health}, year = 2023, } @misc{CTT100885837, author = {Kenji Suzuki and José Machado}, title = {Special Issue: Feature Papers for AI}, year = 2023, } @misc{CTT100903893, author = {鈴木賢治}, title = {推定装置、推定方法及びプログラム}, howpublished = {公開特許}, year = 2023, month = {}, note = {PCT/JP2022/044260(2022/11/30), WO 2023-100953(2023/06/08)} }