research
∙
12/06/2022
MobilePTX: Sparse Coding for Pneumothorax Detection Given Limited Training Examples
Point-of-Care Ultrasound (POCUS) refers to clinician-performed and inter...
share
research
∙
09/04/2022
Joint Linear and Nonlinear Computation across Functions for Efficient Privacy-Preserving Neural Network Inference
While it is encouraging to witness the recent development in privacy-pre...
research
∙
05/24/2022
Do it Like the Doctor: How We Can Design a Model That Uses Domain Knowledge to Diagnose Pneumothorax
Computer-aided diagnosis for medical imaging is a well-studied field tha...
research
∙
05/05/2021
GALA: Greedy ComputAtion for Linear Algebra in Privacy-Preserved Neural Networks
Machine Learning as a Service (MLaaS) is enabling a wide range of smart ...
research
∙
11/12/2019
CHEETAH: An Ultra-Fast, Approximation-Free, and Privacy-Preserved Neural Network Framework based on Joint Obscure Linear and Nonlinear Computations
Machine Learning as a Service (MLaaS) is enabling a wide range of smart ...
research
∙
04/18/2018
