Search Results for author:
Found 6 papers, 2 papers with code
Evaluation of automated airway morphological quantification for assessing fibrosing lung disease
AirQuant is an open-source pipeline that avoids limitations of existing airway quantification algorithms and has clinical interpretability.
Pre-Quantized Deep Learning Models Codified in ONNX to Enable Hardware/Software Co-Design
This paper presents a methodology to separate the quantization process from the hardware-specific model compilation stage via a pre-quantized deep learning model description in standard ONNX format.
Modelling Airway Geometry as Stock Market Data using Bayesian Changepoint Detection
We can compute a relative change in airway volume that may be useful for quantifying IPF disease progression.
Nonrigid reconstruction of 3D breast surfaces with a low-cost RGBD camera for surgical planning and aesthetic evaluation
Accounting for 26% of all new cancer cases worldwide, breast cancer remains the most common form of cancer in women.
A Log-Euclidean and Total Variation based Variational Framework for Computational Sonography
We propose a spatial compounding technique and variational framework to improve 3D ultrasound image quality by compositing multiple ultrasound volumes acquired from different probe orientations.
A comparative study of breast surface reconstruction for aesthetic outcome assessment
Breast cancer is the most prevalent cancer type in women, and while its survival rate is generally high the aesthetic outcome is an increasingly important factor when evaluating different treatment alternatives.
