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

Chuxu Zhang, Dongjin Song, Yuncong Chen, +7

Proceedings of the AAAI Conference on Artificial Intelligence

Anomaly DetectionMachine LearningData ScienceData MiningPattern Recognition +12

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

Xinyang Feng, Jie Yang, Andrew F. Laine, +1

Lecture notes in computer science

Convolutional Neural NetworkImage AnalysisMachine LearningMedical ImagingDeep Learning +10

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

Chuxu Zhang, Dongjin Song, Yuncong Chen, +7

arXiv (Cornell University)

Anomaly DetectionMachine LearningData ScienceData MiningPattern Recognition +12

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

Xinyang Feng, Zachary C. Lipton, Jie Yang, +2

Neurobiology of Aging

Neuroimaging BiomarkersUniform Healthy PopulationAlzheimer's DiseaseAgingLongevity +11

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

Frank A. Provenzano, Jia Guo, Melanie M. Wall, +8

Biological Psychiatry

Risk PredictionPsychiatryPsychotic DisorderSchizophreniaNeuropsychiatry +9

Alzheimer's vulnerable brain region relies on a distinct retromer core dedicated to endosomal recycling

Sabrina Simoes, Jia Guo, Luna Buitrago, +13

Cell Reports

A deep learning MRI approach outperforms other biomarkers of prodromal Alzheimer’s disease

Xinyang Feng, Frank A. Provenzano, Scott A. Small

Alzheimer s Research & Therapy

Brain regions vulnerable and resistant to aging without Alzheimer’s disease

Xinyang Feng, Jia Guo, Hannah C. Sigmon, +4

PLoS ONE

Insights into the role of diet and dietary flavanols in cognitive aging: results of a randomized controlled trial

Richard P. Sloan, Melanie M. Wall, Lok‐Kin Yeung, +7

Scientific Reports

Deep Learning on MRI Affirms the Prominence of the Hippocampal Formation in Alzheimer's Disease Classification

Xinyang Feng, Jie Yang, Zachary C. Lipton, +2

Convolutional Neural NetworkEngineeringMachine LearningAutoencodersDisease Classification +17