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Published in 2022 at "JAMA cardiology"
DOI: 10.1001/jamacardio.2022.1781
Abstract: Importance Transthyretin amyloid cardiomyopathy (ATTR-CM) is a form of heart failure (HF) with preserved ejection fraction (HFpEF). Technetium Tc 99m pyrophosphate scintigraphy (PYP) enables ATTR-CM diagnosis. It is unclear which patients with HFpEF have sufficient…
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Keywords:
validation;
prevalence;
ejection fraction;
risk ... See more keywords
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Published in 2024 at "JAMA cardiology"
DOI: 10.1001/jamacardio.2024.0039
Abstract: Importance Congenital long QT syndrome (LQTS) is associated with syncope, ventricular arrhythmias, and sudden death. Half of patients with LQTS have a normal or borderline-normal QT interval despite LQTS often being detected by QT prolongation…
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Keywords:
deep learning;
validation;
lqts;
congenital long ... See more keywords
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Published in 2018 at "JAMA dermatology"
DOI: 10.1001/jamadermatol.2017.5979
Abstract: In this issue of JAMA Dermatology, 2 large, well-constructed studies remind dermatologists that even though pyoderma gangrenosum (PG) is a quintessential disease in medical dermatology, we still need data to better define the disease and…
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Keywords:
validation;
dermatology;
diagnosis;
disease ... See more keywords
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Published in 2024 at "JAMA dermatology"
DOI: 10.1001/jamadermatol.2023.5519
Abstract: Importance Chronic prurigo (CPG), including prurigo nodularis, is a difficult disease to treat and considerably affects patients' quality of life. Helping patients obtain control of CPG is a major treatment goal. Objective To develop and…
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Keywords:
disease;
pct;
control;
disease control ... See more keywords
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Published in 2021 at "JAMA network open"
DOI: 10.1001/jamanetworkopen.2021.14186
Abstract: Importance Metabolic deregulation plays an important role in gastric cancer (GC) development. To date, no studies have comprehensively explored the metabolomic profiles along the cascade of gastric lesions toward GC. Objective To draw a metabolic…
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Keywords:
gastric lesions;
risk;
validation;
metabolomic signatures ... See more keywords
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Published in 2022 at "JAMA network open"
DOI: 10.1001/jamanetworkopen.2022.17447
Abstract: Importance Retinopathy of prematurity (ROP) is the leading cause of childhood blindness worldwide. Prediction of ROP before onset holds great promise for reducing the risk of blindness. Objective To develop and validate a deep learning…
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Keywords:
rop;
validation;
severity;
deep learning ... See more keywords
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Published in 2024 at "JAMA Network Open"
DOI: 10.1001/jamanetworkopen.2024.2174
Abstract: This cohort study performs an external validation of a novel system for understanding outcomes of de novo metastatic breast cancer.
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Keywords:
novo metastatic;
breast cancer;
system;
metastatic breast ... See more keywords
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Published in 2017 at "JAMA Oncology"
DOI: 10.1001/jamaoncol.2017.1609
Abstract: Importance The prevalence of early-stage non–small cell lung cancer (NSCLC) is expected to increase with recent implementation of annual screening programs. Reliable prognostic biomarkers are needed to identify patients at a high risk for recurrence…
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Keywords:
validation;
nonsquamous nsclc;
early stage;
signature ... See more keywords
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Published in 2017 at "JAMA Oncology"
DOI: 10.1001/jamaoncol.2017.2714
Abstract: Importance To our knowledge, this multicenter analysis is the first to test and validate (1) the prognostic impact of comorbidities on 1-year mortality after initial therapy of acute myeloid leukemia (AML) and (2) a novel,…
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Keywords:
validation;
year;
mortality;
composite model ... See more keywords
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Published in 2020 at "JAMA oncology"
DOI: 10.1001/jamaoncol.2020.4922
Abstract: Importance In 2016, the American Joint Committee on Cancer (AJCC) established criteria to evaluate prediction models for staging. No localized prostate cancer models were endorsed by the Precision Medicine Core committee, and 8th edition staging…
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Keywords:
prostate;
system;
validation;
prostate cancer ... See more keywords
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Published in 2025 at "JAMA pediatrics"
DOI: 10.1001/jamapediatrics.2025.3892
Abstract: Importance Sepsis is a leading cause of death in children. Early recognition and treatment improve outcomes, but predictive models have not to date improved early diagnosis. Objective To develop machine learning models to estimate the…
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Keywords:
predictive models;
validation;
shock;
sepsis ... See more keywords