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Addendum: Big data driven perovskite solar cell stability analysis.
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Institute of Photoelectronic Thin Film Devices and Technology, Solar Energy Research Center, Key Laboratory of Photoelectronic Thin Film Devices and Technology of Tianjin, Ministry of Education Engineering Research Center of Thin Film Photoelectronic Technology, Renewable Energy Conversion and Storage Center, Nankai University, 300350, Tianjin, China.
Cognitive behavioural therapy for insomnia reduces actigraphy and diary measured sleep discrepancy for individuals with comorbid insomnia and major depressive disorder: A report from the TRIAD study.
Sleep Med
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Department of Psychiatry and Behavioral Sciences, Stanford University, Palo Alto, CA, USA.
Article Synopsis
- * In a study with 108 adults, those in the CBT-I group showed significant improvements in aligning their self-reported sleep data with objective measurements compared to a control group.
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Defining estimands in clinical trials: A unified procedure.
Stat Med
May 2023
Beijing International Center for Mathematical Research, Peking University, Beijing, China.
The ICH E9 (R1) addendum proposes five strategies to define estimands by addressing intercurrent events. However, mathematical forms of these targeted quantities are lacking, which might lead to discordance between statisticians who estimate these quantities and clinicians, drug sponsors, and regulators who interpret them. To improve the concordance, we provide a unified four-step procedure for constructing the mathematical estimands.
View Article and Find Full Text PDFDynamic prediction of hospital admission with medical claim data.
BMC Med Inform Decis Mak
January 2019
Philips Research North America, Cambridge, MA, 02141, USA.
Background: Congestive heart failure is one of the most common reasons those aged 65 and over are hospitalized in the United States, which has caused a considerable economic burden. The precise prediction of hospitalization caused by congestive heart failure in the near future could prevent possible hospitalization, optimize the medical resources, and better meet the healthcare needs of patients.
Methods: To fully utilize the monthly-updated claim feed data released by The Centers for Medicare and Medicaid Services (CMS), we present a dynamic random survival forest model adapted for periodically updated data to predict the risk of adverse events.
Partial recovery of microbiomes after antibiotic treatment.
Gut Microbes
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a Centre de Recherche en Infectiologie, CHU de Québec-Université Laval, Québec , Canada.
Antibiotics profoundly affect the gut microbiome and modulate microbial communities. We recently observed that antimicrobial drugs also impact the abundance and distribution of antibiotic resistance genes. In this addendum, we reanalyze our ∼1 trillion nucleotide shotgun metagenomic dataset to quantify comprehensive genomic differences at the sequence level before and after antibiotic treatment.
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