Risk-Aware Machine Learning Classifier for Skin Lesion Diagnosis

Aryan Mobiny, Aditi Singh, Hien Van Nguyen

Journal of Clinical Medicine

Artificial IntelligenceEngineeringMachine LearningSkin Lesion DiagnosisMachine Learning Tool +18

Whole-brain tissue mapping toolkit using large-scale highly multiplexed immunofluorescence imaging and deep neural networks

Dragan Maric, Jahandar Jahanipour, Xiaoyang Rebecca Li, +6

Nature Communications

Automated Classification of Apoptosis in Phase Contrast Microscopy Using Capsule Network

Aryan Mobiny, Hengyang Lu, Hien Van Nguyen, +2

IEEE Transactions on Medical Imaging

Structured PredictionConvolutional Neural NetworkEngineeringMachine LearningMicroscopy +22

Radiologist-Level COVID-19 Detection Using CT Scans with Detail-Oriented Capsule Networks

Aryan Mobiny, Pietro Antonio Cicalese, Samira Zare, +6

arXiv (Cornell University)

Computed TomographyConvolutional Neural NetworkEngineeringMachine LearningDiagnosis +23

If structure can exclaim: a novel robotic-assisted percussion method for spatial bolt-ball joint looseness detection

Furui Wang, Aryan Mobiny, Hien Van Nguyen, +1

Structural Health Monitoring

Spatial Bolt LoosenessEngineeringIntelligent DiagnosticsMechanical EngineeringWearable Technology +15

Kidney Level Lupus Nephritis Classification Using Uncertainty Guided Bayesian Convolutional Neural Networks

Pietro Antonio Cicalese, Aryan Mobiny, Zahed Shahmoradi, +3

IEEE Journal of Biomedical and Health Informatics

EngineeringMachine LearningIntelligent DiagnosticsDiagnosisDisease Classification +18

Memory-Augmented Capsule Network for Adaptable Lung Nodule Classification

Aryan Mobiny, Pengyu Yuan, Pietro Antonio Cicalese, +7

IEEE Transactions on Medical Imaging

EngineeringMachine LearningBiomedical EngineeringImage AnalysisData Science +17

Assaying neural activity of children during video game play in public spaces: a deep learning approach

Akshay Sujatha Ravindran, Aryan Mobiny, Jesús G. Cruz-Garza, +3

Journal of Neural Engineering

DropConnect is effective in modeling uncertainty of Bayesian deep networks

Aryan Mobiny, Supratik Moulik, Naveen Garg, +1

Scientific Reports

LB-SciFi: Online Learning-Based Channel Feedback for MU-MIMO in Wireless LANs

Pedram Kheirkhah Sangdeh, Hossein Pirayesh, Aryan Mobiny, +1

Mimo SystemEngineeringMachine LearningChannel CharacterizationMultiuser Mimo +12