Applying auxiliary supervised depth-assisted transformer and cross modal attention fusion in monocular 3D object detection by Zhijian Wang, Jie Liu, Yixiao Sun, Xiang Zhou, Boyan Sun, Dehong Kong, Jay Xu, Xiaoping Yue, Wenyu Zhang

“…Two depth encoders are supervised by ground truth depth and bounding box respectively, working independently to complement each other’s limitations and predicting more accurate target distances. …”
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V. K. Syutaev’s teaching and the peasantry (performative approach to the problem) by Sazhin, Boris B., Babanina, Renata M.

“…The main elements of this «scenario» are love, freedom, truth and good deeds. The main forms of the realisation of Syutaev’s «scenario» of «life in the «spirit» are preaching and the organisation of a communitarian-type brotherhood. …”
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CODE-ACCORD: A Corpus of building regulatory data for rule generation towards automatic compliance checking by Hansi Hettiarachchi, Amna Dridi, Mohamed Medhat Gaber, Pouyan Parsafard, Nicoleta Bocaneala, Katja Breitenfelder, Gonçal Costa, Maria Hedblom, Mihaela Juganaru-Mathieu, Thamer Mecharnia, Sumee Park, He Tan, Abdel-Rahman H. Tawil, Edlira Vakaj

“…The final dataset comprises 4,297 entities and 4,329 relations across various categories, serving as a robust ground truth. CODE-ACCORD supports a range of ML and Natural Language Processing (NLP) tasks, including text classification, entity recognition, and relation extraction. …”
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APPOINTMENT OF HANDWRITING EXAMINATION: ANALYSIS OF COURT PRACTICE by Veronika N. Shkabaro, Аlona V. Bila, Vladislav V. Voronin

“…The role of handwriting examination in establishing the truth in the case is determined. The authors indicate that the analysis of court practice gives grounds for asserting that, for the most part, courts take into account the expert's decision based on the results of the handwriting examination as a means of proof and consider it a valid piece of evidence in the case. …”
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Delusions of Glass Under Skin: An Unusual Case of Somatic-Type Delusional Disorder Treated with Olanzapine by Nicholas Comardelle, Amber Edinoff, Juliana Fort

“…She was able factually able to describe that others viewed her complaints as irrational, but she refused to accept this as truth. Cognitive screening testing was normal, and a physical exam showed several areas of excoriation on the hands and arms bilaterally, a removed left thumbnail, and a thin frame (BMI: 18.02). …”
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Systemic doxycycline as an adjunct to nonsurgical periodontal therapy in diabetic patients with periodontitis: a systematic review and meta-analysis by Zheng Zhang, Zheng Zhang, Zhenyu Zhang, Guoquan Zhang

“…The robustness of the results was further confirmed by sensitivity analysis, despite the truth that significant heterogeneity was found among the included studies.ConclusionGingival inflammation in diabetic patients can be reduced more successfully by SRP combined with systemic doxycycline than by SRP alone, but this is insufficient in preventing periodontal tissue destruction.…”
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மலரும் சருகும் நாவலில் நாடார் மக்களின் இனவரைவியல் / Ethnography of Nadar People in the Novel Malarum Sarugum... by ஜோ. கிளம்மி ஜெனி பிரியா / J. Clemy Jeni Priya

“…Sangam literature is evidence of the cultural, historical, political, linguistic and ethnographic truth of Tamil society. There are many ethnic groups in the Tamil society from the ancient times. …”
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Near-infrared light reflection for the early detection of proximal caries in posterior teeth: an in vivo study by Liheng Shen, Xiqun Yang, Chengzhi Dong, Xiaodong Tang, Simin Zheng, Tingting Wang, Linhong Wang, Fan Yang, Yuchen Zheng

“…Methods Twenty-six patients with a total of 516 proximal surfaces were included in this study. The ground truth of the proximal caries was determined through a consensus reached by two experienced dentists after an intraoral examination assisted by bitewing radiographs. …”
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Crowdsourced Indicators of Flora and Fauna Species: Comparisons Between iNaturalist Records and Field Observations by Hyuksoo Kwon, Bumsuk Seo, Jungin Kim, Heera Lee

“…By applying spatial statistical methods, data from the citizen science platform iNaturalist are analyzed and compared with ground-truth visitation data. To minimize data bias, records are grouped by taxonomic information and applied to the metropolitan area of Seoul, South Korea (2005–2022). …”
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Harnessing Multi-Source Data and Deep Learning for High-Resolution Land Surface Temperature Gap-Filling Supporting Climate Change Adaptation Activities by Katja Kustura, David Conti, Matthias Sammer, Michael Riffler

“…In non-gap areas validated against ground truth ECOSTRESS data, the model achieves LST predictions with at least 80% of all pixel errors falling within a ±3 °C range. …”
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OUT-OF-BODY EXPERIENCE, PURE BEING AND METAPHYSICS by I. V. Karivets

“…Such experience lies in experience of transcendence, pure being as light, ultimate awareness of truth, which are identical to the metaphysical statements of philosophers and mystics. …”
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Peculiarities of the special knowledge application in the investigation of taking a government official or law enforcement officer as hostage by O. Yu. Prokopenko

“…In particular, when investigating the taking of a government official or a law enforcement officer as a hostage, special knowledge should be considered as skills and abilities in a particular area which are used in criminal proceedings and contribute to establishing the truth in the case, which contributes to the effective completion of the investigation. …”
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Amazon Journeys and Poetic Re-Discoveries in Jan Conn’s 'Jaguar Rain' and Malu de Martino’s 'Margaret Mee e a Flor da Lua' by Magali Sperling Beck, Anelise R. Corseuil

“…The connections between the biographical, poetic, artistic, and professional Mee are closely woven throughout the documentary, which can be seen as inserted in a new documentary tradition, less analytical and more poetic, in which notions of truth, history, and reality are problematised and rendered through different lenses. …”
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Probabilistic Forecasting of Ground Magnetic Perturbation Spikes at Mid‐Latitude Stations by Michael Coughlan, Amy Keesee, Victor Pinto, Raman Mukundan, José Paulo Marchezi, Jeremiah Johnson, Hyunju Connor, Don Hampton

“…The models were evaluated on the ground truth data during eight geomagnetic storms and a suite of evaluation metrics are presented. …”
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Automated Web Tool Measurement of Total Hip Arthroplasty Acetabular Component Inclination and Anteversion Angles by Christine Yoon, BS, Anna Eligulashvili, BS, Zeynep Seref-Ferlengez, PhD, Barlas Goker, MD, Eli Kamara, MD, Edward Mardakhaev, MD

“…Conclusions: Automated measurements obtained with a novel web tool are in strong agreement with the manually obtained ground truth measurements. The web tool helps to eliminate interobserver differences that arise with manual annotation. …”
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Machine learning-based pipeline for automated intracerebral hemorrhage and drain detection, quantification, and classification in non-enhanced CT images (NeuroDrAIn). by Samer Elsheikh, Ahmed Elbaz, Alexander Rau, Theo Demerath, Elias Kellner, Ralf Watzlawick, Urs Würtemberger, Horst Urbach, Marco Reisert

“…<h4>Results</h4>In the test dataset, the pipeline showed a drain detection accuracy of 0.97 (95% CI: 0.92 to 0.99), an agreement between predicted and ground truth coverage profiles of 0.86 (95% CI: 0.85 to 0.87) and a drain position classification accuracy of 0.88 (95% CI: 0.77 to 0.95) resulting in area under the receiver operating characteristic curve of 0.92 (95% CI: 0.85 to 0.99).…”
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Improved Consistency of Lung Nodule Categorization in CT Scans with Heterogeneous Slice Thickness by Deep Learning-Based 3D Super-Resolution by Dongok Kim, Jae Hyung Park, Chang Hyun Lee, Young-Ju Kim, Jong Hyo Kim

“…<b>Results</b>: A 5-point Likert scale tabulated by two radiologists showed that the quality of DL-generated thin-slice images from thick-slice CT images were on a par with the image quality of ground truth thin-slice CT images. Furthermore, thick- and thin-slice CT images had a nodule volume difference of 52.2 percent on average which was reduced to a 15.7 percent difference with DL-generated thin-slice CT. …”
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A high-throughput ResNet CNN approach for automated grapevine leaf hair quantification by Nagarjun Malagol, Tanuj Rao, Anna Werner, Reinhard Töpfer, Ludger Hausmann

“…ResNet CNN-based phenotypic results compared to ground truth data received by two experts revealed a strong correlation with R values of 0.98 and 0.92 and root-mean-square error values of 8.20% and 14.18%, indicating that the model performance is consistent with expert evaluations and outperforms the traditional manual rating. …”
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COph100: A comprehensive fundus image registration dataset from infants constituting the “RIDIRP” database by Yan Hu, Mingdao Gong, Zhongxi Qiu, Jiabao Liu, Hongli Shen, Mingzhen Yuan, Xiaoqing Zhang, Heng Li, Hai Lu, Jiang Liu

“…We manually labeled the corresponding ground truth image points and provided automatic vessel segmentation masks for each image. …”
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Assessing swidden land use in Myanmar by decision tree-based detection method using landsat imagery by Nyein Chan, Khin Nilar Swe, Khin Thu Wint Kyaw, La Minn Ko Ko, Kyaw Win, Nway Nway Aung, Thet Oo, Zwe Maung Maung, Zar Zar Win Thein

“…We applied the commonly used indices such as dNBR, RdNBR, and dNDVI, statistically tested their threshold values to select the most appropriate combination of the indices and thresholds for the detection of swidden, and assessed the accuracy of each set of index and thresholds using ground truth data and visual interpretation of sample points outside the test site. …”
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