Exploring the Impact of Noise and Image Quality on Deep Learning Performance in DXA Images

D Hussain, Y Hyeon Gu - Diagnostics, 2024 - mdpi.com
Background and Objective: Segmentation of the femur in Dual-Energy X-ray (DXA) images
poses challenges due to reduced contrast, noise, bone shape variations, and inconsistent X …

Pulse2AI: An Adaptive Framework to Standardize and Process Pulsatile Wearable Sensor Data for Clinical Applications

S Huang, R Jafari, BJ Mortazavi - IEEE Open Journal of …, 2024 - ieeexplore.ieee.org
Goal: To establish Pulse2AI as a reproducible data preprocessing framework for pulsatile
signals that generate high-quality machine-learning-ready datasets from raw wearable …