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Yongjian Nian

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Articles 20
Citations 63
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Recent Articles
1.
Wang R, Chen X, Zhang X, He P, Ma J, Cui H, et al.
Cancer Med . 2024 Sep; 13(18):e70188. PMID: 39300922
Objective: To create a deep-learning automatic segmentation model for esophageal cancer (EC), metastatic lymph nodes (MLNs) and their adjacent structures using the UperNet Swin network and computed tomography angiography (CTA)...
2.
Fan W, Yang Y, Qi J, Zhang Q, Liao C, Wen L, et al.
Nat Commun . 2024 Feb; 15(1):1347. PMID: 38355644
Accurate identification and localization of multiple abnormalities are crucial steps in the interpretation of chest X-rays (CXRs); however, the lack of a large CXR dataset with bounding boxes severely constrains...
3.
Gong Q, Wang Y, Duan L, Lei L, Liu J, Yao J, et al.
J Clin Ultrasound . 2023 Dec; 52(2):208-218. PMID: 38108620
Purpose: Using visible human, MRI and ultrasound images, we aim to provide an anatomical basis for the identification and diagnosis of pelvic floor structure and disease by ultrasound imaging. Methods:...
4.
Xu S, Liu X, Zhang X, Ji H, Wang R, Cui H, et al.
Diagn Interv Radiol . 2023 Oct; 29(6):753-760. PMID: 37787046
Purpose: To determine whether the morphological parameters of prostate zones and tumors on magnetic resonance imaging (MRI) can predict the tumor-stage (T-stage) of prostate cancer (PCa) and establish an optimal...
5.
Zhou L, Hu H, Ning X, Bai Z, Xu J, Xu L, et al.
Adv Biol (Weinh) . 2023 Sep; 7(12):e2300208. PMID: 37670395
The electroencephalographic (EEG) diagnosis of mild traumatic brain injury (mTBI) is not usually timely, and the detection is often performed several hours or days after the trauma, leading to a...
6.
Chen Z, Chen J, Zhao J, Liu B, Jiang S, Si D, et al.
J Digit Imaging . 2023 Jun; 36(5):2088-2099. PMID: 37340195
Segmentation is a crucial step in extracting the medical image features for clinical diagnosis. Though multiple metrics have been proposed to evaluate the segmentation performance, there is no clear study...
7.
Qi J, Ruan G, Ping Y, Xiao Z, Liu K, Cheng Y, et al.
Therap Adv Gastroenterol . 2023 May; 16:17562848231170945. PMID: 37251086
Background: The ulcerative colitis (UC) Mayo endoscopy score is a useful tool for evaluating the severity of UC in patients in clinical practice. Objectives: We aimed to develop and validate...
8.
Liu J, Qi J, Chen W, Wu Y, Nian Y
Bioengineering (Basel) . 2023 Jan; 10(1). PMID: 36671590
The global spread of COVID-19 (also known as SARS-CoV-2) is a major international public health crisis [...].
9.
Qi J, Ruan G, Liu J, Yang Y, Cao Q, Wei Y, et al.
Bioengineering (Basel) . 2022 Nov; 9(11). PMID: 36354543
Evaluating the severity of ulcerative colitis (UC) through the Mayo endoscopic subscore (MES) is crucial for understanding patient conditions and providing effective treatment. However, UC lesions present different characteristics in...
10.
Peng Q, Chen X, Zhang C, Li W, Liu J, Shi T, et al.
Front Neurosci . 2022 Oct; 16:965680. PMID: 36263364
The study aims to enhance the accuracy and practicability of CT image segmentation and volume measurement of ICH by using deep learning technology. A dataset including the brain CT images...