Changing our Diagnostic Paradigm Part II: Movement System Diagnostic Classification by Paula M Ludewig, Gaura Saini, Aaron Hellem, Emily K Kahnert, S Cyrus Rezvanifar, Jonathan P Braman, Justin L Staker

“…Replacement of pathoanatomic labels with non-specific regional pain labels has been proposed, and occurs frequently in clinical practice. …”
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Multisource Accident Datasets-Driven Deep Learning-Based Traffic Accident Portrait for Accident Reasoning by Chun-Hao Wang, Yue-Tian-Si Ji, Li Ruan, Joshua Luhwago, Yin-Xuan Saw, Sokhey Kim, Tao Ruan, Li-Min Xiao, Rui-Jue Zhou

“…Moreover, how to perform multisource accident data label extraction, identity, and relationship extraction are still challenging problems. …”
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Super H-Antimagic Total Covering for Generalized Antiprism and Toroidal Octagonal Map by Amir Taimur, Gohar Ali, Muhammad Numan, Adnan Aslam, Kraidi Anoh Yannick

“…An a,d-H antimagic total labeling f is said to be super if the vertex labels are from the set 1,2,…,|VG. …”
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Weed Control in Beets by William M. Stall

“…Clopyralid (Stinger) has just received labeling for use postermergence, over-the-top of beets. …”
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Weed Control in Beets by William M. Stall

“…Clopyralid (Stinger) has just received labeling for use postermergence, over-the-top of beets. …”
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More Efficient Manual Review of Automatically Transcribed Tabular Data by Bjørn-Richard Pedersen, Rigmor Katrine Johansen, Einar Holsbø, Hilde Sommerseth, Lars Ailo Bongo

“…We recommend that reviewers indicate any uncertainty about the label they assign to an image by adding a flag to their label. …”
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Ensemble automated approaches for producing high‐quality herbarium digital records by Robert P. Guralnick, Raphael LaFrance, Julie M. Allen, Michael W. Denslow

“…Abstract Premise One of the slowest steps in digitizing natural history collections is converting labels associated with specimens into a digital data record usable for collections management and research. …”
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Comprehensive Study on Zero-Shot Text Classification Using Category Mapping by Kai Zhang, Qiuxia Zhang, Chung-Che Wang, Jyh-Shing Roger Jang

“…Approaches that fine-tune smaller models using label mappings and existing datasets for zero-shot classification are simpler but suffer from weaker generalization capabilities. …”
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Real world federated learning with a knowledge distilled transformer for cardiac CT imaging by Malte Tölle, Philipp Garthe, Clemens Scherer, Jan Moritz Seliger, Andreas Leha, Nina Krüger, Stefan Simm, Simon Martin, Sebastian Eble, Halvar Kelm, Moritz Bednorz, Florian André, Peter Bannas, Gerhard Diller, Norbert Frey, Stefan Groß, Anja Hennemuth, Lars Kaderali, Alexander Meyer, Eike Nagel, Stefan Orwat, Moritz Seiffert, Tim Friede, Tim Seidler, Sandy Engelhardt

“…First, CNNs predict on unlabeled data per label type and then the transformer learns from these predictions with label-specific heads. …”
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Electron Microscopic Radioautographic Study on Mitochondrial DNA Synthesis in Adrenal Cortical Cells of Developing and Aging Mice by Tetsuji Nagata

“…On EM radioautograms obtained from each animal, the number of mitochondria and the mitochondrial labeling index labeled with 3H-thymidine showing DNA synthesis in each adrenal cortical cell, in three zones, were counted and the results in respective developing groups were compared. …”
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SensorDBSCAN: Semi-Supervised Active Learning Powered Method for Anomaly Detection and Diagnosis by Petr Ivanov, Maria Shtark, Alexander Kozhevnikov, Maksim Golyadkin, Dmitry Botov, Ilya Makarov

“…Traditional supervised FDD methods offer great performance while heavily relying on large volumes of labeled data, whereas unsupervised methods do not depend on labeled data, though are inferior in performance compared to supervised ones. …”
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Cryo-Imaging and Software Platform for Analysis of Molecular MR Imaging of Micrometastases by Mohammed Q. Qutaish, Zhuxian Zhou, David Prabhu, Yiqiao Liu, Mallory R. Busso, Donna Izadnegahdar, Madhusudhana Gargesha, Hong Lu, Zheng-Rong Lu, David L. Wilson

“…We describe technological details earlier applied to GFP-labeled metastatic tumor targeting by molecular MR (CREKA-Gd) and red fluorescent (CREKA-Cy5) imaging agents. …”
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Penerapan Text Augmentation untuk Mengatasi Data yang Tidak Seimbang pada Klasifikasi Teks Berbahasa Indonesia by Iftitah Athiyyah Rahma, Lya Hulliyyatus Suadaa

“…Meanwhile, the minority label data tends to be classified incorrectly by the model, even though, in some cases, the model's ability to predict data with minority labels is more important. …”
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A travelable area boundary dataset for visual navigation of field robots by Kai Zhang, Xia Yuan, Jiachen Xu, Kaiyang Wang, Shiwei Wu, Chunxia Zhao

“…Novel guiding semantics labels, shape labels and scene complexity labels are assigned to boundaries. …”
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Vida Saludable: Entendiendo la etiqueta de datos nutricionales by Karla P. Shelnutt

“…Shelnutt, is the Spanish language version of FCS8883/FY1127 Healthy Eating: Understanding the Nutrition Facts Label. It explains the nutrition facts label — why it is needed and how to read it. …”
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New Perspectives on Classical Meanness of Some Ladder Graphs by A. M. Alanazi, G. Muhiuddin, A. R. Kannan, V. Govindan

“…In this study, we investigate a new kind of mean labeling of graph. The ladder graph plays an important role in the area of communication networks, coding theory, and transportation engineering. …”
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Vida Saludable: Entendiendo la etiqueta de datos nutricionales by Karla P. Shelnutt

“…Shelnutt, is the Spanish language version of FCS8883/FY1127 Healthy Eating: Understanding the Nutrition Facts Label. It explains the nutrition facts label — why it is needed and how to read it. …”
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Vida Saludable: Etiquetas de Suplementos Dietéticos Búsqueda por Palabras by Karla P. Shelnutt

“…Shelnutt, is the Spanish-language version of FCS-8854, Healthy Living: Dietary Supplement Labels Word Search. It includes words that may be found on dietary supplements labels in a word search format. …”
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Vida Saludable: Etiquetas de Suplementos Dietéticos Búsqueda por Palabras by Karla P. Shelnutt

“…Shelnutt, is the Spanish-language version of FCS-8854, Healthy Living: Dietary Supplement Labels Word Search. It includes words that may be found on dietary supplements labels in a word search format. …”
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An efficient interpretable framework for unsupervised low, very low and extreme birth weight detection. by Ali Nawaz, Amir Ahmad, Shehroz S Khan, Mohammad Mehedy Masud, Nadirah Ghenimi, Luai A Ahmed

“…This method is particularly valuable in contexts where labeled data are scarce or labels for the anomaly class are not available, allowing for preliminary insights and detection that can inform further data labeling and more focused supervised learning efforts. …”
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