Yu Guan

Ensembles of Deep LSTM Learners for Activity Recognition using Wearables

Yu Guan, Thomas Plötz · Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies · 2017 · 494 citations · Full text

Wearable System, Convolutional Neural Network, Machine Vision +15

Radiomics signature: A potential and incremental predictor for EGFR mutation status in NSCLC patients, comparison with CT morphology

Wenting Tu, Guangyuan Sun, Li Fan et al. · Lung Cancer · 2019 · 160 citations

Oncology, Radiomics Signature, Radiation Therapy +11

Selecting Clinically Relevant Gait Characteristics for Classification of Early Parkinson’s Disease: A Comprehensive Machine Learning Approach

Rana Zia Ur Rehman, Silvia Del Din, Yu Guan et al. · Scientific Reports · 2019 · 140 citations · Full text

Towards Universal Representation for Unseen Action Recognition

Yi Zhu, Yang Long, Yu Guan et al. · 2018 · 106 citations · Full text

Multiple Instance Learning, Engineering, Machine Learning +18

Deep Learning for Human Activity Recognition in Mobile Computing

Thomas Plötz, Yu Guan · Computer · 2018 · 101 citations

Mobile Sensing, Convolutional Neural Network, Machine Vision +12