Transportation Mode Detection Using Learning Methods and Self-Contained Sensors: Review by Ilhem Gharbi, Fadoua Taia-Alaoui, Hassen Fourati, Nicolas Vuillerme, Zebo Zhou

“…Due to increasing traffic congestion, travel modeling has gained importance in the development of transportion mode detection (TMD) strategies over the past decade. …”
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Deletion at ITPR1 underlies ataxia in mice and spinocerebellar ataxia 15 in humans. by Joyce van de Leemput, Jayanth Chandran, Melanie A Knight, Lynne A Holtzclaw, Sonja Scholz, Mark R Cookson, Henry Houlden, Katrina Gwinn-Hardy, Hon-Chung Fung, Xian Lin, Dena Hernandez, Javier Simon-Sanchez, Nick W Wood, Paola Giunti, Ian Rafferty, John Hardy, Elsdon Storey, R J McKinlay Gardner, Susan M Forrest, Elizabeth M C Fisher, James T Russell, Huaibin Cai, Andrew B Singleton

“…Because ataxia is a prominent feature in Itpr1 mutant mice, we performed a series of experiments to test the hypothesis that mutation at ITPR1 may be the cause of SCA15. …”
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Integrating Proximal and Remote Sensing with Machine Learning for Pasture Biomass Estimation by Bernardo Cândido, Ushasree Mindala, Hamid Ebrahimy, Zhou Zhang, Robert Kallenbach

“…We applied the Boruta algorithm for feature selection to identify influential biophysical predictors and evaluated four machine learning models—Linear Regression, Decision Tree, Random Forest, and XGBoost—for biomass prediction. …”
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Cognitive Learning, Monitoring and Assistance of Industrial Workflows Using Egocentric Sensor Networks. by Gabriele Bleser, Dima Damen, Ardhendu Behera, Gustaf Hendeby, Katharina Mura, Markus Miezal, Andrew Gee, Nils Petersen, Gustavo Maçães, Hugo Domingues, Dominic Gorecky, Luis Almeida, Walterio Mayol-Cuevas, Andrew Calway, Anthony G Cohn, David C Hogg, Didier Stricker

“…To efficiently and safely perform these workflows is demanding on the workers, in particular when it comes to infrequent or repetitive tasks. …”
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Stylistically Lowered Lexical Units in Metaphors and Similes in Different Narrative Types (Based on the Material of Modern Russian Prose) by Zoya Yur’evna Petrova, Natalia Aleksandrovna Fateeva

“…It is noted that, in contrast to metaphors and similes that function in everyday speech, comparative constructions with uncodified elements in literary prose text are specially modeled to perform figurative and evaluative-expressive functions. …”
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Cabozantinib Resolves Bone Scans in Tumor-Naïve Mice Harboring Skeletal Injuries by Michael G. Doran, Daniel E. Spratt, John Wongvipat, David Ulmert, Brett S. Carver, Charles L. Sawyers, Michael J. Evans

“…In summary, although the mechanism by which cabozantinib suppresses radionuclide incorporation into foci undergoing bone remodeling remains unknown, that this phenomenon occurs in tumor-naïve models indicates that caution should be exercised in interpreting the clinical significance of this event.…”
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An EEG-EMG dataset from a standardized reaching task for biomarker research in upper limb assessment by Florencia Garro, Elena Fenoglio, Indya Ceroni, Inna Forsiuk, Michele Canepa, Michael Mozzon, Agnese Bruschi, Francesco Zippo, Matteo Laffranchi, Lorenzo De Michieli, Stefano Buccelli, Michela Chiappalone, Marianna Semprini

“…Data were collected from 40 healthy participants performing 10 repetitions of three standardized reaching tasks. …”
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Characterization of lactylation-based phenotypes and molecular biomarkers in sepsis-associated acute respiratory distress syndrome by Yiheng Wang, An Wei, Zixuan Su, Yunyi Shi, Xinqiu Li, Lixian He

“…KEGG pathway analysis, drug sensitivity prediction, and immune cell infiltration analysis were performed. Candidate molecular biomarkers were identified by intersecting the feature genes extracted from four machine learning models. …”
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A Machine-Learning-Based Analysis of Resting State Electroencephalogram Signals to Identify Latent Schizotypal and Bipolar Development in Healthy University Students by Flórián Gubics, Ádám Nagy, József Dombi, Antónia Pálfi, Zoltán Szabó, Zsolt János Viharos, Anh Tuan Hoang, Vilmos Bilicki, István Szendi

“…These were a group characterized by an emphasis on positive schizotypal traits (N = 20), a group showing cyclothymic temperament traits (N = 17), and a control group showing no susceptibility in either direction (N = 21). We performed a resting-state EEG examination as part of a complex psychological, electrophysiological, psychophysiological, and laboratory battery, and we developed feature-selection machine-learning methods to differentiate the low-risk groups. …”
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Accuracy and cost comparison of 3D-printed guides in complex spinal deformity correction: direct vs indirect design by Wei Yang, Wei Yang, Wei Yang, Wei Guo, Wei Guo, Wen-Jun Wu, Rong Ma, Zemin Wang, Honglai Zhang, Wanzhong Yang, Zhaohui Ge, Zhaohui Ge

“…Screw placement and osteotomy were simulated using 3D-printed spinal models and guides. Post-operative CT scans were performed on the models and compared with pre-operative designs to evaluate the accuracy, efficiency, cost, and clinical practicality of different guides during screw placement and osteotomy.ResultsThis study included 10 patients with complex spinal deformities (Five males and five females, with an average age of 37 years), covering five diagnostic types such as neurofibromatosis and adult idiopathic spinal deformity. …”
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GES: A New Building Damage Data Augmentation and Detection Method Based on Extremely Imbalanced Data and Unique Spatial Distribution of Satellite Images by Xiaopeng Sha, Zhoupeng Guo, Xinqi Sang, Shuyu Wang, Yuliang Zhao

“…The xFBD_TWC dataset, featuring balanced samples and cloud occlusion, has demonstrated its excellence through experimental results. …”
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DETERMINATION OF METASTATIC CAPACITY IN PRIMARY LUNG CANCER CELLS: REFLECTION OF PATIENT PROFILE IN THE CLINIC USING IN VITRO METHODS by Seçil Yılmaz, Medine Doğan Sarıkaya, Elif Yaşar, Burcu Şen Bağcı, Özlem Canöz, Ömer Önal

“…Objective: There is a scarcity of in vivo models that accurately reflect tumor growth and metastasis in cancer research. …”
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Psychiatric disorder, traumatic experience and social deprivation in distinct subtypes of suicide attempt: a cross-national study using latent class analysis by Xia-Can Chen, Jeremy Coid, Ya-Min Zhang, Jia-Jun Xu, Yu-Feng Qiu, Xiao-Tong Yin, Yi-Wei Han, Jun-Mei Hu

“…Hierarchical multinomial regression models were performed to investigate associated factors of suicide attempt. …”
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Behavior and design implications of web-post shear failure in cellular beams by Worathep Sae-Long, Sutham Arun, Suchart Limkatanyu, Preeda Chaimahawan, Nattapong Damrongwiriyanupap, Wichaphon Fakkaew, Sangsan Wongchairattana

“…The key parameters examined are section size, opening ratio, and slenderness ratio. Steel is modeled as perfectly plastic, isotropic, and homogeneous. …”
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Identifying and mapping open-boll cotton fields in the southeastern United States with time series PhenoCam, Sentinel-2 and Sentinel-1 images by Fang Liu, Xiangming Xiao, Yuanwei Qin, Luo Liu

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Peer Relationships Are a Direct Cause of the Adolescent Mental Health Crisis: Interpretable Machine Learning Analysis of 2 Large Cohort Studies by Heiner Stuke, Robert Schlack, Michael Erhart, Anne Kaman, Ulrike Ravens-Sieberer, Christopher Irrgang

“…Based on these predictive models, we used permutation-based feature importance analyses to identify relevant predictors and predictor domains. …”
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Fractional order memcapacitive neuromorphic elements reproduce and predict neuronal function by Patricia Vazquez-Guerrero, Rohisha Tuladhar, Costas Psychalinos, Ahmed Elwakil, Maurice J. Chacron, Fidel Santamaria

“…Previous theoretical work shows that power-law history dependent spike time adaptation, seen in several brain areas and species, can be modeled with fractional order differential equations. …”
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Genes driving three-dimensional growth of immortalized cells and cancer by Mukta Basu, Jin-Fen Xiao, Saravana Kumar Kailasam Mani, Fangyuan Qu, Yongqi Lin, Jason Duex, Huihui Ye, Vanessa Neang, Dan Theodorescu

“…Abstract Unchecked growth in three-dimensions (3D) in culture is a key feature of immortalized cells on the path to malignant transformation and hence a potential target phenotype for prevention. …”
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Intelligent voice assistant as an example of inclusive design methodology implementation by A. A. Zakharov, I. G. Zakharova, A. M. Shabalin, Sh. I. Khanbekov, D. B. Dzhalilzoda

“…To recognise questions, search for answers, and support dialogues carried out by a voice assistant, the authors applied natural language text analysis methods and classification models created using machine learning methods.Results. …”
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Comparison of phenotypic selection of inbred lines, genomic selection of inbred lines, and evolutionary populations for field pea breeding in three Mediterranean regions by Paolo Annicchiarico, Meriem Laouar, Imane Thami-Alami, Margherita Crosta, Nelson Nazzicari, Luciano Pecetti, Luigi Russi

“…Region-specific line selections were performed on each cross using three experiments per region for PS, and GS models developed in previous studies. …”
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