Genetic risk scores for type 1 diabetes prediction and diagnosis
MJ Redondo, RA Oram, AK Steck - Current diabetes reports, 2017 - Springer
Abstract Purpose of Review About 50% of the heritability of type 1 diabetes (T1D) is
attributed to human leukocyte antigen (HLA) alleles and the remainder to several (close to …
attributed to human leukocyte antigen (HLA) alleles and the remainder to several (close to …
A prediction nomogram for the 3-year risk of incident diabetes among Chinese adults
Y Wu, H Hu, J Cai, R Chen, X Zuo, H Cheng, D Yan - Scientific Reports, 2020 - nature.com
Identifying individuals at high risk for incident diabetes could help achieve targeted delivery
of interventional programs. We aimed to develop a personalized diabetes prediction …
of interventional programs. We aimed to develop a personalized diabetes prediction …
Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database
Background Hospital readmissions for pneumonia are a growing concern in the US, with
significant consequences for costs and quality of care. This study developed the rule-based …
significant consequences for costs and quality of care. This study developed the rule-based …
Data-based decision rules to personalize depression follow-up
Depression is a common mental illness with complex and heterogeneous progression
dynamics. Risk grouping of depression treatment population based on their longitudinal …
dynamics. Risk grouping of depression treatment population based on their longitudinal …
Rulefit-based nomogram using inflammatory indicators for predicting survival in nasopharyngeal carcinoma, a bi-center study
C Luo, S Li, Q Zhao, Q Ou, W Huang… - Journal of …, 2022 - Taylor & Francis
Purpose Traditional prognostic studies utilized different cut-off values, without evaluating
potential information contained in inflammation-related hematological indicators. Using the …
potential information contained in inflammation-related hematological indicators. Using the …
[HTML][HTML] A Rulefit-based prognostic analysis using structured MRI report to select potential beneficiaries from induction chemotherapy in advanced nasopharyngeal …
S Li, W Zhang, B Liang, W Huang, C Luo, Y Zhu… - Radiotherapy and …, 2023 - Elsevier
Background and purpose Structured MRI report facilitate prognostic prediction for
nasopharyngeal carcinoma (NPC). However, the intrinsic association among structured …
nasopharyngeal carcinoma (NPC). However, the intrinsic association among structured …
Self-sensing of dielectric elastomer tubular actuator with feedback control validation
The need to measure accurately the movement and behavior of the soft material without
external sensors in tight spaces has led scientists to design soft actuators that have compact …
external sensors in tight spaces has led scientists to design soft actuators that have compact …
A framework for the risk prediction of avian influenza occurrence: An Indonesian case study
Avian influenza viruses can cause economically devastating diseases in poultry and have
the potential for zoonotic transmission. To mitigate the consequences of avian influenza …
the potential for zoonotic transmission. To mitigate the consequences of avian influenza …
[HTML][HTML] SURVFIT: Doubly sparse rule learning for survival data
Survival data analysis has been leveraged in medical research to study disease morbidity
and mortality, and to discover significant bio-markers affecting them. A crucial objective in …
and mortality, and to discover significant bio-markers affecting them. A crucial objective in …
Using association rule mining to jointly detect clinical features and differentially expressed genes related to chronic inflammatory diseases
R Veroneze, S Cruz Tfaile Corbi, B Roque da Silva… - Plos one, 2020 - journals.plos.org
Objective It is increasingly common to find patients affected by a combination of type 2
diabetes mellitus (T2DM), dyslipidemia (DLP) and periodontitis (PD), which are chronic …
diabetes mellitus (T2DM), dyslipidemia (DLP) and periodontitis (PD), which are chronic …