User profiles for Chengkun Sun

Chengkun Sun

University of Florida
Verified email at ufl.edu
Cited by 1

Association Between Carotid Plaque and Alzheimer's Disease Cerebrospinal Fluid Biomarkers and Cognitive Function in Cognitively Intact Adults: The CABLE Study

CK Sun, F Guo, YN Ou, MZ Zhang… - Journal of Alzheimer's …, 2024 - content.iospress.com
Background: The association between carotid plaque and cognitive decline has recently been
reported. However, the current research evidence is insufficient, and the possible causes …

Predicting Early-Onset Colorectal Cancer in Individuals Below Screening Age Using Machine Learning and Real-World Data

C Sun, EM Mobley, MB Quillen, M Parker, M Daly… - medRxiv, 2024 - medrxiv.org
Background Colorectal cancer (CRC) is now the leading cause of cancer-related deaths
among young Americans. Our study aims to predict early-onset CRC (EOCRC) using machine …

Microglia PTK2B/Pyk2 in the Pathogenesis of Alzheimer's Disease

Y Guo, CK Sun, L Tang, MS Tan - Current Alzheimer Research, 2023 - ingentaconnect.com
Alzheimer’s disease (AD) is a highly hereditary disease with complex genetic susceptibility
factors. Extensive genome-wide association studies have established a distinct susceptibility …

Dynamics and controls of CO2 and CH4 emissions in the wetland of a montane permafrost region, northeast China

X Liu, Y Guo, H Hu, C Sun, X Zhao, C Wei - Atmospheric Environment, 2015 - Elsevier
To quantify the fluxes and examine the controls on greenhouse gas emissions from the
permafrost marshes where the fate of the large quantity of soil organic carbon remains poorly …

Beyond Skip Connection: Pooling and Unpooling Design for Elimination Singularities

C Sun, J Pan, J Jin, RS Terry, J Bian, J Xu - arXiv preprint arXiv …, 2024 - arxiv.org
Training deep Convolutional Neural Networks (CNNs) presents unique challenges, including
the pervasive issue of elimination singularities, consistent deactivation of nodes leading to …

GASA-UNet: Global Axial Self-Attention U-Net for 3D Medical Image Segmentation

C Sun, RS Terry, J Bian, J Xu - arXiv preprint arXiv:2409.13146, 2024 - arxiv.org
Accurate segmentation of multiple organs and the differentiation of pathological tissues in
medical imaging are crucial but challenging, especially for nuanced classifications and …

MRISeqClassifier: A Deep Learning Toolkit for Precise MRI Sequence Classification

J Pan, Q Chen, C Sun, R Liang, J Bian, J Xu - medRxiv, 2024 - medrxiv.org
Magnetic Resonance Imaging (MRI) is a crucial diagnostic tool in medicine, widely used to
detect and assess various health conditions. Different MRI sequences, such as T1-weighted, …

BGDB: Bernoulli-Gaussian Decision Block with Improved Denoising Diffusion Probabilistic Models

C Sun, J Pan, RS Terry, J Bian, J Xu - arXiv preprint arXiv:2409.13116, 2024 - arxiv.org
Generative models can enhance discriminative classifiers by constructing complex feature
spaces, thereby improving performance on intricate datasets. Conventional methods typically …

Molecular co-assembled strategy tuning protein conformation for cartilage regeneration

…, Q Jiang, Z Zhou, Y Fan, X Zhang, Y Sun - Nature …, 2024 - nature.com
The assembly of oligopeptide and polypeptide molecules can reconstruct various ordered
advanced structures through intermolecular interactions to achieve protein-like biofunction. …

Discovery of Lijianmin-Chengkun complexes and their oncological application in osseous and intraarticular lesions around the knee

X Shao, J Li, A Zhang, Y Yao, F Sun, Z Li, T Liu… - Frontiers in …, 2021 - frontiersin.org
Objective: This research aims to refresh the limited understanding about the canal and
vascular structures within the epiphysis and metaphysis of the tibia and femur and their …