What is Imposter Syndrome, whom does it affect, and when, and why is it important to recognize? In this multidisciplinary article, the phenomenon is defined and discussed by a psychiatrist, followed by strategic advice by a radiologist, interventional radiologist and radiation oncologist.
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Chemical characterization and classification of vegetable oils using DESI-MS coupled with a neural network.
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Panvascular Diseases Research Center, The Quzhou Affiliated Hospital of Wenzhou Medical University, Quzhou People's Hospital, Quzhou 324000, China; Laboratory of Food Nutrition and Clinical Research, Institute of Seafood, Zhejiang Gongshang University, Hangzhou 310012, China. Electronic address:
This study tackled mislabeling fraud in vegetable oils, driven by price disparities and profit motives, by developing an approach combining desorption electrospray ionization mass spectrometry (DESI-MS) with a shallow convolutional neural network (SCNN). The method was designed to characterize lipids and distinguish between nine vegetable oils: corn, soybean, peanut, sesame, rice bran, sunflower, camellia, olive, and walnut oils. The optimized DESI-MS method enhanced the ionization of non-polar glycerides and detected ion adducts like [TG + Na], [TG + NH].
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Department of Computer Science, Kennesaw State University, Kennesaw, 30144, GA, USA.
Fraud detection for imbalanced datasets is challenging due to machine learning models inclination to learn the majority class. Imbalance in fraud detection datasets affects how graphs are built, an important step in many Graph Neural Networks (GNNs). In this paper, we introduce our BalancerGNN framework to tackle with imbalanced datasets and show its effectiveness on fraud detection.
View Article and Find Full Text PDFThe effectiveness of online educational interventions on impostor syndrome and burnout among medical trainees: a systematic review.
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Department of Medical Education & Bioethics, National Taiwan University College of Medicine, No. 1, Section 1, Renai Road, Taipei, Taiwan.
Background: Impostor syndrome and burnout are highly prevalent among medical students and trainees, significantly impacting their mental health and professional development. The advent of online educational interventions provides a promising solution, offering accessibility and flexibility to tackle these issues. This systematic review aims to evaluate the effectiveness of online educational interventions in alleviating impostor syndrome and burnout among medical learners.
View Article and Find Full Text PDFFish species authentication in commercial fish products using mass spectrometry and spectral library matching approach.
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Institute of Marine Research, P.O. Box 1870 Nordnes, 5817 Bergen, Norway. Electronic address:
Seafood fraud has become a global issue, threatening food security and safety. Adulteration, substitution, dilution, and incorrect labeling of seafood products are fraudulent practices that violate consumer safety. In this context, developing sensitive, robust, and high-throughput molecular tools for food and feed authentication is becoming crucial for regulatory purposes.
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National Institute of Food Science and Technology, University of Agriculture, Faisalabad 38000, Pakistan. Electronic address:
Food fraud is widespread nowadays in the food products supply chain, from raw materials processing to the final product and during storage and transport. The most frequent fraud is practiced in staple food commodities like cereals. Their origin, variety, genotype, and bioactive compounds are altered to deceive consumers.
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