@inproceedings{CTT100911599, author = {Yuqiao Yang and Ze Jin and Fumihiko Nakatani and Mototaka Miyake and Kenji Suzuki}, title = {“Small-data” Patch-wise Multi-dimensional Output Deep-learning for Rare Cancer Diagnosis in MRI under Limited Sample-size Situation}, booktitle = {}, year = 2024, } @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{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{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{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{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{CTT100881601, author = {Yuqiao Yang and Ze Jin and Kenji Suzuki}, title = {Federated Tumor Segmentation with Patch-wise Deep Learning Model}, booktitle = {}, 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{CTT100862832, author = {Sato M. and Yang Y. and Jin Z. and Suzuki K.}, title = {Segmentation of Liver Tumor in Hepatic CT by Using MTANN Deep Learning with Small Training Dataset Size}, booktitle = {}, year = 2021, }