Monocular vision guided deep reinforcement learning UAV systems with representation learning perception by Zhihan Xue, Tad Gonsalves

“…This paper provides a visual information dimension reduction scheme with representation learning as the visual perception module, which reduces the dimensions of high-dimensional visual information and retains its features related to UAV navigation. …”
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Production du savoir et interactions multimodales by Lorenza Mondada

“…On the one side, it contributes to the analysis of scientific and expert practices, considering their praxeological, situated, embodied and material features, and showing how collective reasoning is intimately embedded not only within talk-in‑interaction, but also within complex multimodal activities – including gestures, glances, body positions, and manipulations of artefacts, documents, visualizations. On the other side, by focusing the attention on the importance of talk, body and materiality, this analysis raises methodological issues relatively under-analyzed until now, dealing with the analytical use of video data. …”
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The Savvy Survey #7: Formatting Questionnaires by Jessica O'Leary, Glenn D. Israel

“…Developing a high-quality questionnaire is critical for collecting useful data. After selecting the best questions, the next step is to format them to produce the most effective questionnaire possible. …”
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Classification of Respiratory Diseases by Wichum Felix, Wiede Christian, Seidl Karsten

“…For evaluation, on a recorded data set (N=53), a classification accuracy of 57.7% and Cohen’s Kappa of 0.28 were reached. …”
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CURRENT DEVELOPMENT OF ENTEROSCOPY by M. M. Lokhmatov

“…This review presents current data on the potential of enteroscopy — a new dynamically developing method of diagnosing jejunal diseases. …”
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Teacher: Can You See What I’m Saying? A Research Experience with Deaf Learners by Olga Lucía Ávila Caica

“…The study revealed some insights into the learning process of deaf students and their preference for collaborative learning and tasks linked to visual media.…”
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Design and Implementation of the Control System for RemotelyOperated Vehicle Based on EtherCAT by XIE Lei

“…TwinCAT was adopted to setup the master station of the control system, the user interface was designed based on Visual Basic, and data exchange was performed with TwinCAT through ADS communication. …”
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Multimodal Existential Negation in Ecuadorian Highland Kichwa by Simeon Floyd

“…Conventionalized or symbolic “emblematic” visual expressions are the types of “gesture” that most closely resemble lexical and grammatical elements seen in spoken languages or in sign languages in the visual modality. …”
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Enhancing the diagnostic capacity of [18F]PSMA-1007 PET/MRI in primary prostate cancer staging with artificial intelligence and semi-quantitative DCE: an exploratory study by Philip Alexander Glemser, Martin Freitag, Balint Kovacs, Nils Netzer, Antonia Dimitrakopoulou-Strauss, Uwe Haberkorn, Klaus Maier-Hein, Constantin Schwab, Stefan Duensing, Bettina Beuthien-Baumann, Heinz-Peter Schlemmer, David Bonekamp, Frederik Giesel, Christos Sachpekidis

“…Conventional analysis included visual reading of PET/MRI images and Prostate Imaging Reporting & Data System (PI-RADS) scoring of the prostate. …”
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Comprehensive coronary CT angiography in people living with HIV: a systematic review and meta-analysis by Binh T Nguyen, Edward Hulten, Venkatesh L Murthy, Tarin Phillips, Gregory M Blake, Jonathan A Aun, Lisa M Conte, Ritika Gadodia, Aakash Tuli, Sara L Robinson, Travis E Harrell

“…Two unblinded independent reviewers manually extracted data and rated study quality using the Newcastle-Ottawa Scale. …”
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Analysis of the short-to-intermediate-term efficacy of autologous costochondral transplantation in treatment for Hepple V osteochondral lesion of talus by Jiazheng Wang, Jieyuan Zhang, Shaolin Fu, Xueqian Li, Cheng Wang, Chenglin Wu, Shutao Zhang, Xin Ma, Zhongmin Shi

“…Statistical analysis included normality assessment, intra-group comparisons (one-way analysis of variance (ANOVA) and LSD method for normal quantitative data, Mann–Whitney U for non-normal data, and chi-square for categorical variables). …”
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The use of noninvasive measurements of intracranial pressure in patients with traumatic brain injury: a narrative review by Bárbara Caroline Dias Faria, Luiz Gustavo Guimarães Sacramento, André Vitor Rocha Queiroz, Fernanda de Andrade Dias Leite, Henrique Lacerda Lage Lopes de Oliveira, Thais Yuki Kimura, Rodrigo Moreira Faleiro

“…Objectives In this study, we aimed to analyze the accuracy of noninvasive measurement methods for intracranial hypertension (IH) in patients with traumatic brain injury (TBI). Methods The data were obtained from the PubMed database, using the following terms: intracranial pressure, noninvasive, monitoring, assessment, and measurement. …”
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Introducing a new method for assessing short railway bridge conditions using vehicle onboard systems by Anna M. Rakoczy, Wojciech Karwowski, Monika Płudowska-Zagrajek, Maciej Pałyga

“…This paper provides a summary of the findings of the analyzed data and future steps for research implementation.…”
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Optimizing dataset diversity for a robust deep-learning model in rice blast disease identification to enhance crop health assessment across diverse conditions by Reuben Alfred, Judith Leo, Shubi Felix Kaijage

“…The Low-Diverse Model achieved an accuracy of 98.37 % on the training data but only 35.38 % on the validation data, indicating a severe overfitting issue associated with limited dataset diversity. …”
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A Pilot Study on Mixed-Reality Approaches for Detecting Upper-Limb Dysfunction in Multiple Sclerosis: Insights on Cerebellar Tremor by Etty Sabatino, Miriam Moschetta, Andrea Lucaroni, Giacinto Barresi, Carlo Ferraresi, Jessica Podda, Erica Grange, Giampaolo Brichetto, Anna Bucchieri

“…Clustering algorithms applied to the kinematic data classified participants into distinct groups, showing that PwMS without cerebellar symptoms sometimes displayed behavior similar to healthy controls. …”
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Telemedicine applied to plastic surgery: an integrative review by Kênya de Souza Borges, Valter Oberdan Borges de Oliveira, João Batista Cavalcante Filho, Sílvia de Magalhães Simões, Adicinéia Aparecida de Oliveira, Carlos Anselmo Lima

“…After tracking and applying eligibility criteria, the remaining articles' full text were digitized, with their data extracted for detailed analysis. …”
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Abnormality-aware multimodal learning for WSI classification by Thao M. Dang, Qifeng Zhou, Yuzhi Guo, Hehuan Ma, Saiyang Na, Thao Bich Dang, Jean Gao, Junzhou Huang

“…However, their gigapixel resolution, lack of pixel-level annotations, and reliance on unimodal visual data present challenges for accurate and efficient computational analysis. …”
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Optical correction of hyperopia in school-aged children: a scoping review protocol by Su-Hsun Liu, Tawna L Roberts, Gayathri Srinivasan, Kristen L Kerber, Vivian M Manh, Kristine Huang, Alexandra Williamson, Soumen Sadhu, Morgan C Ollinger, Zahra Tajbakhsh, Jennifer H Fisher, Nathan L Cheung, Jasmine Junge, Kevin C H Chan, Jameel Rizwana Hussaindeen, Patrick Simard, Kelsey R Trast, Christina E Morettin, Samantha Krueger, Augustine N Nti, Debora M Lee Chen

“…We will search Cochrane CENTRAL, Embase.com and PubMed. Examples of data to be extracted include population demographics, visual acuity, study-specific definitions for refractive error, treatment regimens for optical correction, vision and vision-related functional outcomes and QoL (general or vision-related) as quantified by validated instruments.Ethics and dissemination Informed consent and Institutional Review Board approval will not be required, as this scoping review will only use published data. …”
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Genetic neurocognitive profile of autism unveiled with gene transcription by Yingxing Zhang, Fangfang Li, Hongli Wu, Wei Du, Jianhua Shu, Anqing Wang, Chunsheng Xu, Chuanfu Li, Ya Wang, Sheng Hu

“…Using a data-driven approach, we identified a topographic network for ASD, comprising the temporal, frontal, somatosensory, and visual cortices, with its transcriptomic signatures differentiating between regions over neurodevelopment. …”
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Exploring leadership: the use of Mentimeter as a sociometric tool by Adrian Hofstede

“…The study highlights the effectiveness of Mentimeter in enhancing audience engagement, visualizing real-time data, and promoting inclusive participation. …”
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