Sampling with Prior Knowledge for High-dimensional Gravitational Wave Data Analysis by He Wang, Zhoujian Cao, Yue Zhou, Zong-Kuan Guo, Zhixiang Ren

“…Accordingly, the more relevant regions of the high-dimensional feature space are covered by additional data points, such that the model can learn the subtle but important details. We adapt the normalizing flow method to be more expressive and trainable, such that the information can be effectively extracted and represented by the transformation between the prior and target distributions. …”
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Expert advice from ResearchMatch volunteers: Recruitment Innovation Center use cases and innovation by Maeve Tischbein, Sarah K. Cook, Cathy Shyr, Katelyn Benhoff, Amna Baig, Kaysi Quarles, Leslie R. Boone, Loretta M. Byrne, Mariela Rodriguez, Terri Edwards, Consuelo H. Wilkins, Paul A. Harris

“…Additionally, we present a set of lessons learned during the development of the Expert Advice Tool that can be used by other recruitment registries seeking to obtain volunteer feedback on study design and operations.…”
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A Novel Deep Sparse Filtering Method for Intelligent Fault Diagnosis by Acoustic Signal Processing by Guowei Zhang, Jinrui Wang, Baokun Han, Sixiang Jia, Xiaoyu Wang, Jingtao He

“…In the second stage, the learned features are obtained by training batch-normalized DSF with frequency-domain signals, and then the features are fine-tuned by backpropagation (BP) algorithm. …”
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Activation of Human Auditory Cortex in Retrieval Experiments: An fMRI Study by Birgit Gaschler-Markefski, Frank Baumgart, Claus Tempelmann, Marty G. Woldorff, Henning Scheich

“…During subsequent retrieval periods, learned and additional combinations were presented, and the tasks were either to detect the target melodies (experiment I) or the target instruments (experiment II). …”
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Current Challenges to the United States’ AIDS Drug Assistance Program and Possible Implications of the Affordable Care Act by Kathleen A. McManus, Carolyn L. Engelhard, Rebecca Dillingham

“…In the coming years, providers and policy makers associated with HIV care will need to navigate the implementation of the Affordable Care Act (ACA). Lessons learned from the challenges associated with providing sustainable access to ART for vulnerable populations through ADAP should inform upcoming decisions about how to ensure delivery of ART during and after the implementation of the ACA.…”
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Underwater acoustic target recognition under working conditions mismatch by WANG Haitao, JIN Anqi, YANG Shuang, ZENG Xiangyang

“…Auditory features are used as inputs to the system, and knowledge distillation is utilized to learn the intrinsic connection of target features under different working conditions. …”
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Deficiency of Interleukin-1 Receptor Antagonist: A Case with Late Onset Severe Inflammatory Arthritis, Nail Psoriasis with Onychomycosis and Well Responsive to Adalimumab Therapy by Necil Kutukculer, Anne Puel, Sanem Eren Akarcan, Kunihiko Moriya, Neslihan Edeer Karaca, Melanie Migaud, Jean-Laurent Casanova, Guzide Aksu

“…Therefore, clinical symptoms should be learned exactly by the pediatricians, pediatric rheumatologists, and immunologists; and molecular analysis targeting this defect must be performed as early as possible.…”
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Supporting Mothers’ Engagement in a Community-Based Methadone Treatment Program by Nicole Letourneau, Mary Ann Campbell, Jennifer Woodland, Jennifer Colpitts

“…All participants noted the potential benefits of adding supportive resources for the children of mothers involved in MMT and for mothers to learn how to communicate more effectively with their children and rebuild damaged mother-child relationships. …”
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Accessible Tourism through Digital Accessibility for 2030 Agenda for Sustainable Development. Are We Ready for WCAG 3.0? by Elena Fernández-Díaz, Nelson de Matos, Marisol B. Correia

“…The importance of this research is determined to learn more about compliance with digital accessibility in the tourism industry. …”
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Sagittal Craniosynostosis with Uncommon Anatomical Pathologies in a 56-Year-Old Male Cadaver by Andrey Frolov, Craig Lawson, Joshua Olatunde, James T. Goodrich, John R. Martin III

“…There is still much to be learned about the etiology of CS. Here, we report a case of 56-year-old male cadaver that we describe as sagittal CS with torus palatinus being an additional anomaly. …”
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Multimodal Deep Feature Fusion (MMDFF) for RGB-D Tracking by Ming-xin Jiang, Chao Deng, Ming-min Zhang, Jing-song Shan, Haiyan Zhang

“…The optical flow image is calculated for every frame and then is fed to motion-specific CNN to learn deep motion features. Deep RGB, depth, and motion information can be effectively fused at multiple layers via MMDFF model. …”
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Assessment of the Efficiency of Consolidation Treatment through Injections of Expanding Resins by Geotechnical Tests and 3D Electrical Resistivity Tomography by T. Apuani, G. P. Giani, M. d’Attoli, F. Fischanger, G. Morelli, G. Ranieri, G. Santarato

“…To better understand the complex processes induced by the treatment and to learn how variations of resistivity accompany increase of stiffness, an experiment was carried out in a full-scale test site. …”
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Auxiliary Task Graph Convolution Network: A Skeleton-Based Action Recognition for Practical Use by Junsu Cho, Seungwon Kim, Chi-Min Oh, Jeong-Min Park

“…In this study, we propose an Auxiliary Task Graph Convolution Network (AT-GCN) with low and high-frame pathways while supporting a new sampling method. AT-GCN learns actions at a defined frame rate in the defined range with three losses: fuse, slow, and fast losses. …”
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Overcoming challenges to integration of oral health into geriatric primary care by Alberto Enrique Varela, Donna Baluchi, Timothy W. Farrell, José E. Rodríguez

“…Applying the lessons learned from these challenges can benefit all older adults and may help prevent the conditions associated with periodontal disease.…”
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Exploring historical maps for insights into ecosystem extent and condition: a case study landscape in Poland by Marta Sylla, Iga Kołodyńska, Piotr Krajewski

“…We discuss the challenges of local scale SEEA EA applications and present lessons learned from this process.  …”
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Clinical Holistic Medicine: A Psychological Theory of Dependency to Improve Quality of Life by Søren Ventegodt, Mohammed Morad, Isack Kandel, Joav Merrick

“…The patient must find hidden resources to take action, then in therapy confront and feel old emotional pain, understand the source and inner logic of it, and finally learn to let go of negative attitudes and beliefs. …”
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A Behcet’s Disease Patient with Right Ventricular Thrombus, Pulmonary Artery Aneurysms, and Deep Vein Thrombosis Complicating Recurrent Pulmonary Thromboembolism by Selvi Aşker, Müntecep Aşker, Özgür Gürsu, Rıdvan Mercan, Özgür Bülent Timuçin

“…On the dynamic thorax computed tomograms (CT) obtained because of significantly enlarged hilar structures seen on chest radiograms, aneurysmal dilatation of the pulmonary artery segments bilaterally, chronic thrombus with collapse, and consolidation substances compatible with pulmonary embolism involving both lower lobes have been observed. It is learned that, four years ago, the patient had been diagnosed with Behcet’s disease and received colchicine treatment but not regularly. …”
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Dental Treatment of a Child with Pallister-Killian Syndrome by Serhan Didinen, Didem Atabek, Gülay Kip, Aslı Patır Münevveroğlu, Özlem Tulunoğlu

“…This report focuses on the orofacial clinical manifestations of an 6-year-old boy with PKS who was referred to the Department of Paediatric Dentistry clinic, Gazi University. It has been learned that the PKS was diagnosed 1 year after birth. …”
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Volunteer commitment and longevity in community-based conservation in Aotearoa New Zealand by Charlotte P. Sextus, Karen F. Hytten, Paul Perry

“…There was minimal change between long-term and initial motivation factors, with only three motivation factors increasing in importance; ‘to socialise with others’, ‘for stress relief or escape’ and ‘to help the local community', and one decreasing in importance; ‘to learn new skills and knowledge’. In order to enhance commitment of volunteers there is a need to take motivation factors into account within project design and management, allow time for socialisation, and provide ongoing training, education and recognition.…”
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Collaborative planning of subcontractors using the Last Planner System: a case study on a gas subcontractor in repetitive housing projects by Xavier Brioso, Karla Delgado-Martínez, Luis Bravo-Salomón

“…This allowed to determine the optimal sectioning, Takt Time Planning, subcontractor restrictions, weekly and daily planning, and finally, the lessons learned from the implementation of the LPS for future projects, which can be adapted to other types of subcontracts…”
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