Ventriculoperitoneal Shunt Peritoneal Catheter Knot Formation by Anwar Ul-Haq, Faisal Al-Otaibi, Saud Alshanafey, Mohamed Diya Sabbagh, Essam Al Shail

“…We report on the case of a child with shunt infection and malfunction. The peritoneal catheter was tethered within the abdominal cavity, precluding its removal. …”
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Pulmonary Artery Catheter Seemingly Entrapped in the Skull by S. M. Friedman, G. R. Rajan

“…A pulmonary artery catheter is an important tool for the monitoring of hemodynamics in patients. …”
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Relationship of Common Vascular Anatomy to Cannulated Catheters by Paul Gagne, Karun Sharma

“…Superficial veins of the upper extremity are the primary location for placement of peripheral IV catheters (PIVC). It is believed that a significant portion of PIVCs placed may cross or abut valves and branching veins or occlude a significant portion of the vein, limiting the ability to aspirate blood from the PIVC. …”
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Monitoring LST-NDVI Relationship Using Premonsoon Landsat Datasets by Subhanil Guha, Himanshu Govil, Prabhat Diwan

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The Bushland, Texas, maize evapotranspiration, growth, and yield dataset Collection by Steven R. Evett, Gary W. Marek, Paul D. Colaizzi, Karen S. Copeland, Brice B. Ruthardt, Terry A. Howell

“…Abstract A collection of datasets describing six years of experiments on maize (Zea mays, L.) …”
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An EEG dataset for interictal epileptiform discharge with spatial distribution information by Nan Lin, Mengxuan Zheng, Lian Li, Peng Hu, Weifang Gao, Heyang Sun, Chang Xu, Gonglin Yuan, Zi Liang, Yisu Dong, Haibo He, Liying Cui, Qiang Lu

“…Existing publicly available datasets suffer from limitations such as insufficient data amount and lack of spatial distribution information. …”
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Ghadeer-speech-crowd-corpus: Speech datasetMendeley Data by Ghadeer Qasim Ali, Husam Ali Abdulmohsin

“…A literature survey conducted at the beginning of our study indicated a significant lack of Arabic speech datasets. Therefore, this study aims to address this problem by proposing a new Arabic and English dataset called Ghadeer-Speech-Crowd-Corpus. …”
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An image dataset for surveillance of personal protective equipment adherence in healthcare by Wanzhao Yang, Mary S. Kim, Genevieve J. Sippel, Aaron H. Mun, Kathleen H. McCarthy, Beomseok Park, Aleksandra Sarcevic, Marius George Linguraru, Ivan Marsic, Randall S. Burd

“…Evaluations using newly proposed metrics confirm R2PPE exhibits higher annotation density than three established general-purpose and medical PPE datasets. The R2PPE dataset provides a resource for developing computer vision algorithms for monitoring PPE use in healthcare.…”
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Global urban and rural settlement dataset from 2000 to 2020 by Zhitao Liu, Sheng Huang, Chuanglin Fang, Luotong Guan, Menghang Liu

“…However, existing global datasets focus mainly on urban settlements and ignore the delineation of rural settlements. …”
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PARALLEL ALGORITHMS OF RANDOM FORESTS FOR CLASSIFYING VERY LARGE DATASETS by Do Thanh Nghi, Pham Nguyen Khang, Nguyen Van Hoa, Ly Hoang Trong

“…The learning and classification tasks of a set of decision trees take a lot of time, make it intractable when dealing with very large datasets. There is a need to scale up the random forests algorithm to handle massive datasets. …”
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Morphologically-analyzed and syntactically-annotated Quran datasetMendeley Data by Majdi Sawalha, Faisal Al-Shargi, Sane Yagi, Abdallah T. AlShdaifat, Bassam Hammo, Mariam Belajeed, Lubna R. Al-Ogaili

“…This paper introduces the Morphologically-Analyzed and Syntactically-Annotated Quran (MASAQ) dataset, a comprehensive resource designed to address the scarcity of annotated Quranic Arabic corpora and facilitate the development of advanced Natural Language Processing (NLP) models. …”
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A dataset of forest regrowth in globally key deforestation regions by Jinlong Zang, Feng Qiu, Yongguang Zhang, Rong Shang, Yunjian Liang

“…However, there is an absence of comprehensive datasets explicitly delineating the forest regrowth following deforestation. …”
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A Chinese Knowledge Graph Dataset in the Field of Scientific Fitness by Shutong Du, Zhitong Liu, Bingyu Pan

“…Abstract To promote the development of scientific fitness research and practice, we propose the Chinese Knowledge Graph Dataset in the Field of Scientific Fitness (FitKG-CN). …”
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A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION by Duy Nguyen Vo, Van Tan Luu Ngo, Thi Phuong Vy Le, Nguyen Ngoc Huyen Van, Duc Anh Phuc Nguyen, Van Tuan Kiet Ngo, Thanh Thang Truong, Tan Tai Pham, Nhat Minh Dinh, Thai Ngoc Ho, Tan Tran Minh Khang Nguyen

“…Food classification has always piqued the interest of both domestic and international researchers, but numerous challenges remain. We present the dataset UIT-TASTET21, which contains over 77,000 color images of 18 traditional Vietnamese Lunar New Year dishes. …”
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A NOVEL DATASET FOR VIETNAMESE NEW YEAR FOOD CLASSIFICATION by Duy Nguyen Vo, Van Tan Luu Ngo, Thi Phuong Vy Le, Nguyen Ngoc Huyen Van, Duc Anh Phuc Nguyen, Van Tuan Kiet Ngo, Thanh Thang Truong, Tan Tai Pham, Nhat Minh Dinh, Thai Ngoc Ho, Tan Tran Minh Khang Nguyen

“…Food classification has always piqued the interest of both domestic and international researchers, but numerous challenges remain. We present the dataset UIT-TASTET21, which contains over 77,000 color images of 18 traditional Vietnamese Lunar New Year dishes. …”
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Application of Learning Analytics in Higher Education: Datasets, Methods and Tools by Yu. Yu. Dyulicheva

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Building Longitudinal Datasets From Diverse Historical Data in Australia by Janet McCalman

“… Australia is rich in population datasets generated to manage convicts, civilians, stock, land and the colonised and displaced First Nations people. …”
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Benchmarking passive-microwave-satellite-derived freeze–thaw datasets by A. Bartsch, X. Muri, M. Hetzenecker, K. Rautiainen, H. Bergstedt, J. Wuite, T. Nagler, D. Nicolsky

“…Quality assessment is usually limited to comparisons with in situ point records, but a regional benchmarking dataset is, thus far, missing. Synthetic aperture radar (SAR) offers high spatial detail and, thus, is potentially suitable for assessment of the operational products. …”
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An Efficient Feature Subset Selection Algorithm for Classification of Multidimensional Dataset by Senthilkumar Devaraj, S. Paulraj

“…Multidimensional medical data classification has recently received increased attention by researchers working on machine learning and data mining. In multidimensional dataset (MDD) each instance is associated with multiple class values. …”
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A Cost-Sensitive Ensemble Method for Class-Imbalanced Datasets by Yong Zhang, Dapeng Wang

“…In imbalanced learning methods, resampling methods modify an imbalanced dataset to form a balanced dataset. Balanced data sets perform better than imbalanced datasets for many base classifiers. …”
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