Development of a Machine Learning Model for Survival Risk Stratification of Patients With Advanced Oral Cancer
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DOI: 10.1001/jamanetworkopen.2020.11768
Abstract: Key Points Question Can a machine learning model provide survival risk stratification for patients with advanced oral cancer who have comprehensive clinicopathologic and genetic data? Findings In this 15-year cohort study of 334 patients, a… read more here.
Keywords: patients advanced; risk stratification; advanced oral; model ... See more keywords
Comparison of Natural Language Processing of Clinical Notes With a Validated Risk-Stratification Tool to Predict Severe Maternal Morbidity
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DOI: 10.1001/jamanetworkopen.2022.34924
Abstract: This diagnostic study compares the performance of natural language processing of clinician documentation with that of a validated risk-stratification tool in assessing the risk of severe maternal morbidity. read more here.
Keywords: risk stratification; risk; stratification tool; language processing ... See more keywords
Validation of a Hypoglycemia Risk Stratification Tool Using Data From Continuous Glucose Monitors
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DOI: 10.1001/jamanetworkopen.2023.6315
Abstract: This cohort study uses data from continuous glucose monitoring to validate a hypoglycemia risk stratification tool. read more here.
Keywords: risk stratification; hypoglycemia risk; continuous glucose; data continuous ... See more keywords
Infectious risk stratification in multiple sclerosis patients receiving immunotherapy
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DOI: 10.1002/acn3.491
Abstract: The increasing number of potent treatments for multiple sclerosis warrants screening for infections. To investigate the prevalence of infections in two independent German patient cohorts with multiple sclerosis/neuromyelitis optica spectrum disorders (NMOSD), we performed a… read more here.
Keywords: sclerosis; risk stratification; multiple sclerosis; stratification multiple ... See more keywords
Improving risk‐stratification of natalizumab‐associated PML
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DOI: 10.1002/acn3.51130
Abstract: Based on publicly available data, we reevaluated current algorithms for stratifying the risk of progressive multifocal leukoencephalopathy (PML) in natalizumab‐treated patients with multiple sclerosis, and found that there are a number of issues. First and… read more here.
Keywords: risk; natalizumab associated; risk stratification; stratification natalizumab ... See more keywords
Effect of mutation allele frequency on the risk stratification of myelodysplastic syndrome patients
Sign Up to like & getrecommendations! Published in 2022 at "American Journal of Hematology"
DOI: 10.1002/ajh.26734
Abstract: Myelodysplastic syndrome (MDS) is a heterogeneous group of clonal myeloid malignancies. Though several recurrent mutations are closely correlated with clinical outcomes, data concerning the association between mutation variant allele frequencies (VAF) and prognosis are limited.… read more here.
Keywords: risk stratification; risk; allele; mutation ... See more keywords
Role of postoperative radiotherapy in pT3N0 rectal cancer: A risk‐stratification system based on population analyses
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DOI: 10.1002/cam4.1991
Abstract: The impact of adjuvant radiotherapy in pT3N0 rectal cancer is controversial. We aimed to determine the risk factors for cancer‐specific survival (CSS) among these patients and to develop a risk‐stratification system to identify which of… read more here.
Keywords: risk; rectal cancer; risk stratification; pt3n0 rectal ... See more keywords
Risk stratification for lung adenocarcinoma on EGFR and TP53 mutation status, chemotherapy, and PD‐L1 immunotherapy
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DOI: 10.1002/cam4.2492
Abstract: The overall survival rates for lung cancer remain unsatisfactorily low, even for patients with biomarkers for which target therapies or immunotherapies are recommended. Better identification of at‐risk patients is needed to achieve more effective personalized… read more here.
Keywords: lung adenocarcinoma; risk; mutation; risk stratification ... See more keywords
Refinement of risk stratification for childhood rhabdomyosarcoma using FOXO1 fusion status in addition to established clinical outcome predictors: A report from the Children's Oncology Group
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DOI: 10.1002/cam4.2504
Abstract: Previous studies of the prognostic importance of FOXO1 fusion status in patients with rhabdomyosarcoma (RMS) have had conflicting results. We re‐examined risk stratification by adding FOXO1 status to traditional clinical prognostic factors in children with… read more here.
Keywords: status; risk stratification; foxo1 fusion; fusion status ... See more keywords
Breast cancer risk stratification for mammographic screening: A nation‐wide screening cohort of 24,431 women in Singapore
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DOI: 10.1002/cam4.4297
Abstract: Breast cancer incidence is increasing in Asia. However, few women in Singapore attend routine mammography screening. We aim to identify women at high risk of breast cancer who will benefit most from regular screening using… read more here.
Keywords: women singapore; risk stratification; breast cancer; cancer risk ... See more keywords
Integrating invasive hemodynamic parameters into risk stratification of acute myocardial infarction and cardiogenic shock
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DOI: 10.1002/ccd.27309
Abstract: A ratio of systolic blood pressure over left ventricle end‐diastolic pressure (SBP/LVEDP) ≤4 identifies patients with ST‐elevation myocardial infarction (STEMI) at greater risk of in‐hospital mortality or that may require the use of mechanical circulatory… read more here.
Keywords: invasive hemodynamic; myocardial infarction; hemodynamic parameters; risk stratification ... See more keywords