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Synthetic data as external control arms in scarce single-arm clinical trials.
PLOS Digit Health
January 2025
Cancer Registry of Norway, Norwegian Institute of Public health, Ullernchausseen 64, 0379 Oslo, Norway.
An external control arm based on health registry data can serve as an alternative comparator in single-arm drug development studies that lack a benchmark for comparison to the experimental treatment. However, accessing such observational healthcare data involves a lengthy and intricate application process, delaying drug approval studies and access to novel treatments. Clinical trials typically comprise only a few hundred patients usually with high-cardinality features, which makes individual data instances more exposed to re-identification attacks.
View Article and Find Full Text PDFPredicting User Engagement in Health Misinformation Correction on Social Media Platforms in Taiwan: Content Analysis and Text Mining Study.
J Med Internet Res
January 2025
Institute of Learning Sciences and Technologies, National Tsing Hua University, Hsinchu, Taiwan.
Background: Health misinformation undermines responses to health crises, with social media amplifying the issue. Although organizations work to correct misinformation, challenges persist due to reasons such as the difficulty of effectively sharing corrections and information being overwhelming. At the same time, social media offers valuable interactive data, enabling researchers to analyze user engagement with health misinformation corrections and refine content design strategies.
View Article and Find Full Text PDFUsing a Composite Summary of Daily Sex Hormones to Gauge Time Until Menopause: A Focus on Pregnanediol Glucuronide (PDG).
J Clin Endocrinol Metab
January 2025
Preventive and Behavioral Medicine, University of Massachusetts Medical School, Worcester, MA 01655, USA.
Context: The timing of a woman's final menstrual period (FMP) in relation to her age is considered a valuable indicator of overall health, being associated with cardiovascular, bone health, reproductive, and general mortality outcomes.
Objective: This work aimed to evaluate the relationship between hormones and the "time to FMP" when daily hormone trajectories are characterized by their 1) entropy, and 2) deviation from premenopausal/stable cycle patterns (representing a textbook "gold standard"; GS).
Methods: As part of the Study of Women's Health Across the Nation, urinary luteinizing hormone (LH), follicle-stimulating hormone (FSH), estrogen conjugates (E1C), and pregnanediol glucuronide (PDG) were measured daily from a multiracial sample of 549 mid-life women for the duration of one menstrual cycle.
Trends in Colorectal Cancer Peritoneal Metastases Research: A Comprehensive Bibliometric Analysis.
J Gastrointest Cancer
January 2025
The First Laboratory of Cancer Institute, The First Hospital of China Medical University, Shenyang, 110001, China.
Background: Colorectal cancer (CRC) stands as the third most prevalent malignancy globally and is recognized as the second leading cause of cancer-related mortality. Notably, nearly 50% of individuals diagnosed with CRC ultimately develop metastatic disease, with the peritoneum emerging as the second most frequent site for metastatic spread. Recent advancements in therapeutic frameworks have enhanced both survival rates and quality of life metrics for patients afflicted with colorectal cancer peritoneal metastases (CRCPM).
View Article and Find Full Text PDFAssessment of Lactobacillus acidophilus (L. acidophilus) therapeutic and prophylactic role in rats experimentally infected with Blastocystis subtype 3 (ST3).
Parasitol Res
January 2025
Medical Parasitology Department, Faculty of Medicine, Ain Shams University, Cairo, Egypt.
Blastocystis, an eukaryote, inhabits the intestinal tract of humans and animals worldwide. Lactobacillus acidophilus (L. acidophilus), a probiotic, has been reported to be effective against blastocystosis.
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