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 …

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 …

Machine learning methods to predict 30-day hospital readmission outcome among US adults with pneumonia: analysis of the national readmission database

Y Huang, A Talwar, Y Lin, RR Aparasu - BMC Medical Informatics and …, 2022 - Springer
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 …

Data-based decision rules to personalize depression follow-up

Y Lin, S Huang, GE Simon, S Liu - Scientific reports, 2018 - nature.com
Depression is a common mental illness with complex and heterogeneous progression
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 …

[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 …

Self-sensing of dielectric elastomer tubular actuator with feedback control validation

S Wang, T Kaaya, Z Chen - Smart Materials and Structures, 2020 - iopscience.iop.org
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 …

A framework for the risk prediction of avian influenza occurrence: An Indonesian case study

S Yousefinaghani, R Dara, Z Poljak, F Song, S Sharif - Plos one, 2021 - journals.plos.org
Avian influenza viruses can cause economically devastating diseases in poultry and have
the potential for zoonotic transmission. To mitigate the consequences of avian influenza …

[HTML][HTML] SURVFIT: Doubly sparse rule learning for survival data

AH Shakur, S Huang, X Qian, X Chang - Journal of Biomedical Informatics, 2021 - Elsevier
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 …

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 …