6 citations · 10 across the 5 of their papers we have counts for
5 papers
Machine Learning to Generate Adjustable Dose Distributions in Head-and-Neck Cancer Radiation Therapy
Davood Hajinezhad, Afshin Oroojlooy, Mohammadreza Nazari +5
In this work, we propose a Machine Learning model that generates an adjustable 3D dose distribution for external beam radiation therapy for head-and-neck cancer treatments. In cont…
An AI-Augmented Lesion Detection Framework For Liver Metastases With Model Interpretability
Xin J. Hunt, Ralph Abbey, Ricky Tharrington +2
Colorectal cancer (CRC) is the third most common cancer and the second leading cause of cancer-related deaths worldwide. Most CRC deaths are the result of progression of metastases…
Multi-Task Learning with Incomplete Data for Healthcare
Xin J. Hunt, Saba Emrani, Ilknur Kaynar Kabul +1
Multi-task learning is a type of transfer learning that trains multiple tasks simultaneously and leverages the shared information between related tasks to improve the generalizatio…
Online Data Thinning via Multi-Subspace Tracking
Xin Jiang, Rebecca Willett
In an era of ubiquitous large-scale streaming data, the availability of data far exceeds the capacity of expert human analysts. In many settings, such data is either discarded or s…
A data-dependent weighted LASSO under Poisson noise
Xin Jiang, Patricia Reynaud-Bouret, Vincent Rivoirard +2
Sparse linear inverse problems appear in a variety of settings, but often the noise contaminating observations cannot accurately be described as bounded by or arising from a Gaussi…