research
∙
04/07/2023
Zero-shot CT Field-of-view Completion with Unconditional Generative Diffusion Prior
Anatomically consistent field-of-view (FOV) completion to recover trunca...
share
research
∙
04/06/2023
Longitudinal Multimodal Transformer Integrating Imaging and Latent Clinical Signatures From Routine EHRs for Pulmonary Nodule Classification
The accuracy of predictive models for solitary pulmonary nodule (SPN) di...
research
∙
07/13/2022
Body Composition Assessment with Limited Field-of-view Computed Tomography: A Semantic Image Extension Perspective
Field-of-view (FOV) tissue truncation beyond the lungs is common in rout...
research
∙
07/27/2021
Technical Report: Quality Assessment Tool for Machine Learning with Clinical CT
Image Quality Assessment (IQA) is important for scientific inquiry, espe...
research
∙
12/05/2020
Development and Characterization of a Chest CT Atlas
A major goal of lung cancer screening is to identify individuals with pa...
research
∙
10/19/2020
Deep Multi-path Network Integrating Incomplete Biomarker and Chest CT Data for Evaluating Lung Cancer Risk
Clinical data elements (CDEs) (e.g., age, smoking history), blood marker...
research
∙
12/16/2019
Internal-transfer Weighting of Multi-task Learning for Lung Cancer Detection
Recently, multi-task networks have shown to both offer additional estima...
research
∙
11/12/2019
Deep Multi-task Prediction of Lung Cancer and Cancer-free Progression from Censored Heterogenous Clinical Imaging
Annual low dose computed tomography (CT) lung screening is currently adv...
research
∙
09/11/2019