Xinyang Feng

A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

Chuxu Zhang, Dongjin Song, Yuncong Chen et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2019 · 741 citations · Full text

Anomaly Detection, Machine Learning, Data Science +14

Discriminative Localization in CNNs for Weakly-Supervised Segmentation of Pulmonary Nodules

Xinyang Feng, Jie Yang, Andrew F. Laine et al. · Lecture notes in computer science · 2017 · 162 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +12

A Deep Neural Network for Unsupervised Anomaly Detection and Diagnosis in Multivariate Time Series Data

Chuxu Zhang, Dongjin Song, Yuncong Chen et al. · arXiv (Cornell University) · 2018 · 97 citations · Full text

Anomaly Detection, Machine Learning, Data Science +14

Estimating brain age based on a uniform healthy population with deep learning and structural magnetic resonance imaging

Xinyang Feng, Zachary C. Lipton, Jie Yang et al. · Neurobiology of Aging · 2020 · 95 citations · Full text

Neuroimaging Biomarkers, Uniform Healthy Population, Alzheimer's Disease +13

Hippocampal Pathology in Clinical High-Risk Patients and the Onset of Schizophrenia

Frank A. Provenzano, Jia Guo, Melanie M. Wall et al. · Biological Psychiatry · 2019 · 93 citations

Risk Prediction, Psychiatry, Psychotic Disorder +11