Zobrazeno 1 - 10
of 1 466
pro vyhledávání: '"S. Kevin"'
Publikováno v:
npj Digital Medicine, Vol 7, Iss 1, Pp 1-16 (2024)
Abstract Deep learning algorithms have demonstrated remarkable efficacy in various medical image analysis (MedIA) applications. However, recent research highlights a performance disparity in these algorithms when applied to specific subgroups, such a
Externí odkaz:
https://doaj.org/article/62df522ae33941059f75c827c6a6cfe0
Autor:
Gong Zhang, Chengkai Bao, Yanzhe Liu, Zizheng Wang, Lei Du, Yue Zhang, Fei Wang, Baixuan Xu, S. Kevin Zhou, Rong Liu
Publikováno v:
EJNMMI Research, Vol 13, Iss 1, Pp 1-11 (2023)
Abstract Background The determination of pathological grading has a guiding significance for the treatment of pancreatic ductal adenocarcinoma (PDAC) patients. However, there is a lack of an accurate and safe method to obtain pathological grading bef
Externí odkaz:
https://doaj.org/article/6e577e61d2a14371ab8bf9e6f81c12cc
Stock price prediction is of significant importance in quantitative investment. Existing approaches encounter two primary issues: First, they often overlook the crucial role of capturing short-term stock fluctuations for predicting high-volatility re
Externí odkaz:
http://arxiv.org/abs/2411.06065
GraphRAG addresses significant challenges in Retrieval-Augmented Generation (RAG) by leveraging graphs with embedded knowledge to enhance the reasoning capabilities of Large Language Models (LLMs). Despite its promising potential, the GraphRAG commun
Externí odkaz:
http://arxiv.org/abs/2411.05844
Non-semantic context information is crucial for visual recognition, as the human visual perception system first uses global statistics to process scenes rapidly before identifying specific objects. However, while semantic information is increasingly
Externí odkaz:
http://arxiv.org/abs/2410.23577
Clinical decision-making relies heavily on causal reasoning and longitudinal analysis. For example, for a patient with Alzheimer's disease (AD), how will the brain grey matter atrophy in a year if intervened on the A-beta level in cerebrospinal fluid
Externí odkaz:
http://arxiv.org/abs/2410.17691
Autor:
Lai, Haoran, Jiang, Zihang, Yao, Qingsong, Wang, Rongsheng, He, Zhiyang, Tao, Xiaodong, Wei, Wei, Lv, Weifu, Zhou, S. Kevin
The development of 3D medical vision-language models holds significant potential for disease diagnosis and patient treatment. However, compared to 2D medical images, 3D medical images, such as CT scans, face challenges related to limited training dat
Externí odkaz:
http://arxiv.org/abs/2410.14200
Detecting Out-of-Distribution (OOD) inputs is crucial for improving the reliability of deep neural networks in the real-world deployment. In this paper, inspired by the inherent distribution shift between ID and OOD data, we propose a novel method th
Externí odkaz:
http://arxiv.org/abs/2410.07617
Autor:
Fu, Xueming, Li, Yingtai, Tang, Fenghe, Li, Jun, Zhao, Mingyue, Teng, Gao-Jun, Zhou, S. Kevin
Reconstructing 3D coronary arteries is important for coronary artery disease diagnosis, treatment planning and operation navigation. Traditional reconstruction techniques often require many projections, while reconstruction from sparse-view X-ray pro
Externí odkaz:
http://arxiv.org/abs/2410.00404
Publikováno v:
Frontiers in Ecology and Evolution, Vol 10 (2022)
IntroductionDominance relationships in which females dominate males are rare among mammals. Mechanistic hypotheses explaining the occurrence of female dominance suggest that females dominate males because (1) they are intrinsically more aggressive or
Externí odkaz:
https://doaj.org/article/368470a4cfd84cf7b21239bf5c2a83e3