A Simultaneous Fault Diagnosis Method Based on Cohesion Evaluation and Improved BP-MLL for Rotating Machinery by Yixuan Zhang, Rui Yang, Mengjie Huang, Yu Han, Yiqi Wang, Yun Di, Dongke Su, Qidong Lu

“…An effective global error function is proposed in BP-MLL neural network by modifying distance function to improve both generalization ability and fault diagnostic ability of full-labeled and nonlabeled situations. To demonstrate the effectiveness of the proposed method, simultaneous fault diagnosis experiments are conducted via wind turbine drivetrain diagnostics simulator (WTDDS). …”
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Nonlocal Intracranial Cavity Extraction by José V. Manjón, Simon F. Eskildsen, Pierrick Coupé, José E. Romero, D. Louis Collins, Montserrat Robles

“…To this end, an improved nonlocal label fusion scheme based on BEaST technique is proposed to increase the accuracy of the ICV estimation. …”
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Crack detection based on attention mechanism with YOLOv5 by Min‐Li Lan, Dan Yang, Shuang‐Xi Zhou, Yang Ding

“…The images were manually marked with LabelImg annotation software, and then the network model parameters were obtained through improving the YOLOv5 network training. …”
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Pulmonary Embolism as a Rare Complication of Clomiphene Therapy: A Case Report and Literature Review by Vinod Solipuram, Kishor Pokharel, Temple Ihedinmah

“…Clomiphene citrate is a selective estrogen receptor modulator, approved for treating infertility in females, but is being used as an off-label therapy in treating male hypogonadism. Very rarely, clomiphene can cause pulmonary embolism. …”
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Efficacy of Omalizumab in Indolent Systemic Mastocytosis by Calum Slapnicar, Martina Trinkaus, Lisa Hicks, Peter Vadas

“…Omalizumab is an established, labelled therapy for allergic asthma and chronic urticaria, but its experience in the efficacy of SM is limited. …”
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Overview on Untargeted Methods to Combat Food Frauds: A Focus on Fishery Products by Giuseppina M. Fiorino, Cristiano Garino, Marco Arlorio, Antonio F. Logrieco, Ilario Losito, Linda Monaci

“…Authentication is also a key aspect for accurate labeling of food, which is required to help consumers in selecting appropriate types of food products. …”
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Optical control of sphingolipid biosynthesis using photoswitchable sphingosines by Matthijs Kol, Alexander J.E. Novak, Johannes Morstein, Christian Schröer, Tolulope Sokoya, Svenja Mensing, Sergei M. Korneev, Dirk Trauner, Joost C.M. Holthuis

“…Combining in vitro enzyme assays with metabolic labeling studies, we demonstrate that trans-to-cis isomerization of caSphs profoundly stimulates their metabolic conversion by ceramide synthases and downstream sphingomyelin synthases. …”
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Degradation State Recognition of Rolling Bearing Based on K-Means and CNN Algorithm by Qicai Zhou, Hehong Shen, Jiong Zhao, Xingchen Liu, Xiaolei Xiong

“…In this way, the original vibration signals can be labeled. Then, the convolutional neural network recognition model is built, which takes the bearing vibration signals as input, and outputs the degradation state category. …”
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Automatic Identification of Narratives: Evaluation Framework, Annotation Methodology, and Dataset Creation by Jesus M. Fraile-Hernandez, Anselmo Penas, Pablo Moral

“…The research in this task involves a number of challenges such as the limited availability of labelled datasets, the subjectivity of the annotators and the time cost of annotation. …”
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Functional Foods and Nutraceuticals in the Primary Prevention of Cardiovascular Diseases by Eman M. Alissa, Gordon A. Ferns

“…The food industry has started to market products labelled as “functional foods.” Although many review articles have focused on individual dietary variables as determinants of CVD that can be modified to reduce the risk of CVD, the aim of this current paper was to examine the impact of functional foods in relation to the development and progression of CVD. …”
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Cerebral Perfusion in Chronic Stroke: Implications for Lesion-Symptom Mapping and Functional MRI by Jessica D. Richardson, Julie M. Baker, Paul S. Morgan, Chris Rorden, L. Bonilha, Julius Fridriksson

“…Utilizing arterial spin labeling (ASL) MRI, we examined perfusion in 17 patients with chronic left hemisphere stroke. …”
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Malpractice in Radiology: What Should You Worry About? by Alessandro Cannavale, Mariangela Santoni, Paola Mancarella, Roberto Passariello, Paolo Arbarello

“…These include (1) following the standard of care to the best of their ability, (2) cautious use of off-label devices, (3) better communication skills among healthcare workers and with the patient, and (4) ensuring being covered by adequate malpractice insurance. …”
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Denosumab usage in atypical cemento-osseous dysplasia involving the entire mandible: a case report by Chieh Ling Chiang, Tzu Huan Huang

“…The patient declined total mandible resection and opted for off-label denosumab use instead. Although rapid ossification of the osteolytic lesion was observed after 9 months of treatment, the lesion volume remained unchanged. …”
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Recent advances in organic fluorophores as anti-counterfeit agents: an up-to-date review by N Akshaya, Annette Thomas, Glanish Jude Martis, Santosh L. Gaonkar

“…This review discusses various types of organic fluorophores used for developing safe inks and anti-counterfeit labels in recent years. This would help researchers in this field choose and design suitable molecules or derivatives for developing solutions for counterfeiting practices. …”
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Adaptive Sensing Private Property Protection Protocol Based on Cloud by Kai Fan, Wei Wang, Hui Li, Yintang Yang

“…Considering a relatively safe room with a remote reader, there are several valuable items in the room. Each item is labeled with a unique tamper-evident adaptive sensor and the reader can simultaneously read a plurality of sensors. …”
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Arteriojejunal Fistula Presenting with Recurrent Obscure GI Hemorrhage in a Patient with a Failed Pancreas Allograft by Nirmit Desai, Sagar Patel, Chinyere Nwosu, Lok Sung, Carl Tack, Jonathan M. Buscaglia, Edward P. Nord, Nand K. Wadhwa

“…A capsule endoscopy and a technetium-labeled red blood cells (RBC) imaging study were similarly unrevealing for source of bleeding. …”
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Current State of Evidence for Medication Treatment of Preschool Internalizing Disorders by Justin A. Barterian, Erin Rappuhn, Erin L. Seif, Gabriel Watson, Hannah Ham, John S. Carlson

“…Psychotropic medications are being prescribed off-label by psychiatrists to treat preschool children diagnosed with internalizing disorders. …”
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Rolling-Element Bearing Fault Data Automatic Clustering Based on Wavelet and Deep Neural Network by Yanli Yang, Peiying Fu

“…By using the eigenvectors, a dataset in which samples are labeled randomly is configured. The dataset is roughly classified by the distance-based clustering method. …”
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Binding of Dumbbell Oligonucleotides to MoMuLV Reverse Transcriptase: Inhibitory Properties of RNase H Activity by Ajay Kumar

“…The inhibitory properties of the retroviral RNase H activity was evaluated using 3H –UTP-labeled RNA:RNA-DNA hybrid. It was found that the best dumbbell oligonucleotide, inhibitor contained phosphorothioate residues in both the loops. …”
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Study on the Adsorption Effect of Renewable Biochar Based on Energy Gain by Zhanghang Yang, Qixiang Xu, Ruiqin Zhang, Qianming Huang, Mingxin Liu

“…In this paper, straw char at three temperatures of 300°C, 500°C, and 700°C, labeled as RS300, RS500, and RS700, was prepared by low temperature pyrolysis technique using straw as raw material, and the competitive adsorption desorption of Pb2+, Cd2+, Cu2+, and Zn2+ in acidic solution and the mechanism were investigated by static adsorption experiments. …”
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