A web‐based calculator combining Geriatric Nutritional Risk Index (GNRI) and Tilburg Frailty Indicator (TFI) predicts postoperative complications among young elderly …

X Miao, L Ding, J Hu, H Zhu, K Zhao… - Geriatrics & …, 2023 - Wiley Online Library
Aim Nutritional status and frailty are significant indicators reflecting physiological reserve.
We sought to establish and validate a web‐based calculator containing the Geriatric …

Leveraging a gene signature associated with disulfidptosis identified by machine learning to forecast clinical outcomes, immunological heterogeneities, and potential …

Y Zhou, Y Cao, W Liu, L Wang, Y Kuang… - Frontiers in …, 2023 - frontiersin.org
Background Disulfidptosis, a newly defined type of programmed cell death, has emerged as
a significant regulatory process in the development and advancement of malignant tumors …

Development and validation of a dynamic nomogram for individualized prediction of survival in patients with colon cancer

Y Sun, L Huang, X Shen, Z Yang, B Xu, C Bao… - Scientific Reports, 2024 - nature.com
Current tools for predicting survival outcomes in colon cancer patients predominantly rely on
clinical and pathologic characteristics. However, accumulating evidence demonstrates a …

A dynamic online nomogram for predicts delayed postoperative bleeding after colorectal polyp surgery

L Xu, N Zhang, Y Zhang, D Luo, H Lu, Y Wang… - Scientific Reports, 2024 - nature.com
This study aims to analyze the risk factors associated with delayed postoperative bleeding
(DPPB) following colorectal polyp surgery, develop a dynamic nomogram and evaluate the …

Machine learning-based prediction of vitamin D deficiency: NHANES 2001-2018

J Guo, Q He, Y Li - Frontiers in Endocrinology, 2024 - frontiersin.org
Background Vitamin D deficiency is strongly associated with the development of several
diseases. In the current context of a global pandemic of vitamin D deficiency, it is critical to …

Score-based prediction model for severe vitamin D deficiency in patients with critical illness: development and validation

YT Kuo, LK Kuo, CW Chen, KC Yuan, CH Fu, CT Chiu… - Critical Care, 2022 - Springer
Background Severe vitamin D deficiency (SVDD) dramatically increases the risks of
mortality, infections, and many other diseases. Studies have reported higher prevalence of …

Age-related nomogram revealed optimal therapeutic option for older patients with primary liver cancer: less is more

B Wang, Y Xiong, R Li, S Zhang - Aging (Albany NY), 2024 - pmc.ncbi.nlm.nih.gov
Background: Age bias in therapeutic decisions for older patients with cancer exists. There is
a clear need to individualize such decisions. Methods: Based on the Surveillance …

A Simple Nomogram for Predicting Hospital Mortality of Patients Over 80 Years in ICU: An International Multicenter Retrospective Study

C Liu, X Liu, M Hu, Z Mao, Y Zhou… - The Journals of …, 2023 - academic.oup.com
Objectives This study aimed to develop and validate an easy-to-use intensive care unit (ICU)
illness scoring system to evaluate the in-hospital mortality for very old patients (VOPs, over …

MRI-Based Machine Learning Fusion Models to Distinguish Encephalitis and Gliomas

F Zheng, P Yin, L Yang, Y Wang, W Hao, Q Hao… - Journal of Imaging …, 2024 - Springer
This paper aims to compare the performance of the classical machine learning (CML) model
and the deep learning (DL) model, and to assess the effectiveness of utilizing fusion …

Genetic Prediction of Causal Relationships between Osteoporosis and Sepsis: Evidence from Mendelian Randomization with two-sample Designs

J Liao, L Jiang, Y Qin, J Hu, Z Tang - Shock, 2023 - journals.lww.com
Background Recent observational studies have suggested that osteoporosis may be a risk
factor for sepsis. To mitigate confounding factors and establish the causal relationship …