vashineyu,SeanYu,github

Year	Conf/Journal	Title	Paper
2022	America Journal of Pathology	Deep Learning e Based Nuclear Morphometry Reveals an Independent Prognostic Factor in Mantle Cell Lymphoma	paper
2021	Cancers	Machine Learning Based on Morphological Features Enables Classification of Primary Intestinal T-Cell Lymphomas	paper
2021	Modern Pathology	Identification of nodal micrometastasis in colorectal cancer using deep learning on annotation-free whole-slide images	paper
2021	MICCAI	Stain Mix-up: Unsupervised Domain Generalization for Histopathology Images	paper
2021	Nature Communications	An annotation-free whole-slide training approach to pathological classification of lung cancer types using deep learning	paper
2020	Ann Transl Med	Predicting aggressive histopathological features in esophageal cancer with positron emission tomography using a deep convolutional neural network	paper
2020	Cancers	Successful Identification of Nasopharyngeal Carcinoma in Nasopharyngeal Biopsies Using Deep Learning	paper
2019	Journal of Clinical Medicine	Deep Convolutional Neural Network-Based Positron Emission Tomography Analysis Predicts Esophageal Cancer Outcome	paper
2019	The International Conference for High Performance Computing	Training Deep Neural Networks Directly on Hundred-million-pixel Histopathology Images on a Large-scale GPU Cluster	paper
2019	IEEE Transactions on Medical Imaging	A Multi-Organ Nucleus Segmentation Challenge	paper

Year	Conference / Location	Topic
2021	Lecture Invivation - NTU-DBME5028	Introduction to Transfer Learning and Self-Supervised Learning (slide)
2021	Lecture Invitation - NTU-DBME5028	Introduction to Machine Learning (slide)
2021	TSPM meeting	AI-powered Medical Imaging Analysis for Precision Medicine (slide)
2020	InfoSec	AI 賦能精準醫療影像分析
2020	Lecture Invitation - Quanta	Computer Vision - Theory and Hands-on
2020	IRB	Medical Imaging AI: Progress and Challenges
2019	Taiwan Clouding Computing Annual Meeting	馭繁為簡 - 在 AI 雲上實現高效能弱監督式數位病理影像分析 (slide)
2019	台灣人工智慧學校南區醫療班	Pratical Aspect of Medical Imaging AI for Hospitals (slide)
2017	**研究院 OpenHouse	AI & Machine Learning In Our Daily Life (slide)
2017	台灣人工智慧年會	Experinece of AI from two cross-domainers (slide)
2017	台灣人工智慧年會工作坊	R - Exploratory Data Analysis and Text Mining (slide)
2017	台灣人工智慧學校 - 經理人班實作課程	Deep Learning Hands-on (slide)
2017	台灣人工智慧學校 - 開幕短講	Machine Learning in Data Insight Lab (slide)

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