Poor handling of continuous predictors in clinical prediction models using logistic regression: a systematic review

J Ma, P Dhiman, C Qi, G Bullock, M van Smeden… - Journal of Clinical …, 2023 - Elsevier
Background When developing a clinical prediction model, assuming a linear relationship
between the continuous predictors and outcome is not recommended. Incorrect specification …

Pleural fluid biochemical analysis: the past, present and future

WQ Zheng, ZD Hu - Clinical Chemistry and Laboratory Medicine …, 2023 - degruyter.com
Identifying the cause of pleural effusion is challenging for pulmonologists. Imaging, biopsy,
microbiology and biochemical analyses are routinely used for diagnosing pleural effusion …

Auxiliary diagnostic value of tumor biomarkers in pleural fluid for lung cancer-associated malignant pleural effusion

H Zhang, C Li, F Hu, X Zhang, Y Shen, Y Chen… - Respiratory Research, 2020 - Springer
Background Pleural effusion (PE) can be divided into benign pleural effusion (BPE) and
malignant pleural effusion (MPE). There is no consensus on the identification of lung cancer …

Estimating microvascular invasion in patients with resectable multinodular hepatocellular carcinoma by using preoperative contrast-enhanced MRI: establishment and …

F Wu, H Sun, Z Shi, C Zhou, P Huang… - Journal of …, 2023 - Taylor & Francis
Objective To determine the preoperative clinicoradiological factors to predict microvascular
invasion (MVI) in patients with resectable multinodular hepatocellular carcinoma (mHCC) …

Diagnosis of malignant pleural effusion with combinations of multiple tumor markers: A comparison study of five machine learning models

Y Zhang, J Wang, B Liang, H Wu… - … International Journal of …, 2023 - journals.sagepub.com
Background To evaluate the diagnostic value of combinations of tumor markers
carcinoembryonic antigen (CEA), carbohydrate antigen (CA) 125, CA153, and CA19-9 in …

A prediction nomogram for recurrent retinal detachment

Y Zhou, Q Lu, Z Chen, P Lu - Risk Management and Healthcare …, 2023 - Taylor & Francis
Purpose Recurrent retinal detachment (re-RD) is one of the complications in
rhegmatogenous retinal detachment patients who underwent surgical treatment. We …

Differentiation of malignant from benign pleural effusions based on artificial intelligence

S Wang, X Tan, P Li, Q Fan, H Xia, S Tian, F Pan… - Thorax, 2023 - thorax.bmj.com
Introduction This study aimed to construct artificial intelligence models based on thoracic CT
images to perform segmentation and classification of benign pleural effusion (BPE) and …

DNA Methylation Analysis of the SHOX2 and RASSF1A Panel Using Cell‐Free DNA in the Diagnosis of Malignant Pleural Effusion

N Zhang, Z Liu, K Li, X Xing, C Long, F Liu… - Journal of …, 2023 - Wiley Online Library
Objectives. The differential diagnosis of pleural effusion (PE) is a common but major
challenge in clinical practice. This study aimed to establish a strategy based on a PE‐cell …

Experimental validation and comprehensive analysis of m6A methylation regulators in intervertebral disc degeneration subpopulation classification

X Xu, L Shen, Y Qu, D Li, X Zhao, H Wei, S Yue - Scientific Reports, 2024 - nature.com
Intervertebral disc degeneration (IVDD) is one of the most prevalent causes of chronic low
back pain. The role of m6A methylation modification in disc degeneration (IVDD) remains …

Development and validation of a scoring system for early diagnosis of malignant pleural effusion based on a nomogram

A Wu, Z Liang, S Yuan, S Wang, W Peng, Y Mo… - Frontiers in …, 2021 - frontiersin.org
Background The diagnostic value of clinical and laboratory features to differentiate between
malignant pleural effusion (MPE) and benign pleural effusion (BPE) has not yet been …