Kaiwen Xu | DeepAI

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Featured Co-authors

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Riqiang Gao
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Thomas A. Lasko
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Ho Hin Lee
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∙ 05/27/2023

Statistically Significant Concept-based Explanation of Image Classifiers via Model Knockoffs

A concept-based classifier can explain the decision process of a deep le...

0 Kaiwen Xu, et al. ∙

∙ 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...

0 Kaiwen Xu, et al. ∙

∙ 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...

0 Thomas Z. Li, et al. ∙

∙ 09/04/2022

Time-distance vision transformers in lung cancer diagnosis from longitudinal computed tomography

Features learned from single radiologic images are unable to provide inf...

0 Thomas Z. Li, et al. ∙

∙ 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...

8 Kaiwen Xu, et al. ∙

∙ 07/27/2021

Technical Report: Quality Assessment Tool for Machine Learning with Clinical CT

Image Quality Assessment (IQA) is important for scientific inquiry, espe...

29 Riqiang Gao, et al. ∙

∙ 07/25/2021

Lung Cancer Risk Estimation with Incomplete Data: A Joint Missing Imputation Perspective

Data from multi-modality provide complementary information in clinical p...

0 Riqiang Gao, et al. ∙

∙ 12/23/2020

Multi-Contrast Computed Tomography Healthy Kidney Atlas

The construction of three-dimensional multi-modal tissue maps provides a...

13 Ho Hin Lee, et al. ∙

∙ 12/05/2020

Development and Characterization of a Chest CT Atlas

A major goal of lung cancer screening is to identify individuals with pa...

0 Kaiwen Xu, et al. ∙

∙ 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...

0 Riqiang Gao, et al. ∙

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