hanbosun
Hanbo Sun
Recently Published
Deep CNNs Classification and Image Processing for 3D MR Images
One of winner posters at MIDAS symposium; Tools/Methods: TensorFlow, MXNet, deep learning, image processing, classification, machine learning etc.
Machine learning classification and clustering for tumor diagnosis
One of the projects as data analyst; Tools/Methods: R, classification such as random forest, XGBoost, SVM etc., clustering, dimension reduction and variable selection.
High Throughput Sequencing Data Aggregation and Cell Identification
One of the projects as data analyst; Publication forthcoming; Tools/methods: R, unsupervised learning, manifold learning and dimension reduction, statistical testing and modeling etc.
Machine Learning Techniques for Diagnostic Prediction and Classification of Clinical Outcomes in Parkinson’s Disease
One of the projects as data analyst. Scientific Reports published. 8: 7-29.
Tools/methods: R, Machine Learning (supervised learning and unsupervised learning) such as classification, regression, variable selection, dimension reduction, manifold learning, clustering etc., Statistical modeling, Testing etc.
Airbnb Listing Data Analytics
SI618
Tools and methods: R, Python, data munging, Machine Learning(supervised and unsupervised) such as classification, regression, clustering etc., Text mining, caret, GGplot etc.