Towards Automated Error Analysis: Learning to Characterize Errors by Tong Gao, Shivang Singh, Raymond Mooney

“…Characterizing the patterns of errors that a system makes helps researchers focus future development on increasing its accuracy and robustness. …”
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What are memories made of? A survey of neuroscientists on the structural basis of long-term memory. by Ariel Zeleznikow-Johnston, Emil F Kendziorra, Andrew T McKenzie

“…While 70.5% of participants agreed that long-term memories are primarily maintained by neuronal connectivity patterns and synaptic strengths, there was no clear consensus on which specific neurophysiological features or scales are critical for memory storage. …”
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Digital transformation: Platform ecosystems as a tool for High-tech Business management. by D.  A.  Zhdanov

“…Today ecosystem companies displace traditional corporations from leadership positions, which predetermined the scientifc interest in understanding their key properties and patterns of development. The purpose of the paper is to study the management features that determine the competitive advantages of platform ecosystems. …”
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Integrated deep network model with multi-head twofold attention for drug–target interaction prediction by Angelin Jeba P, Tamilpavai G

“…The MHTA mechanism enhances the model’s ability to focus on different aspects of drug and target features independently, effectively capturing intricate interaction patterns. …”
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Informal Settlements Extraction and Fuzzy Comprehensive Evaluation of Habitat Environment Quality Based on Multi-Source Data by Zanxian Yang, Fei Yang, Yuanjing Xiang, Haiyi Yang, Chunnuan Deng, Liang Hong, Zhongchang Sun

“…The study demonstrates that: (1) texture features from the gray level co-occurrence matrix (GLCM) significantly improved the classification of informal settlements, with the random forest classification model achieving a kappa coefficient above 0.77, an overall accuracy exceeding 0.89, and F1 scores above 0.90; (2) informal settlements exhibited two primary development patterns: gradual expansion near formal residential areas and dependence on natural resources such as farmland, forests, and water bodies; (3) economic vitality emerged as a critical factor in improving the living environment, while social, natural, and residential conditions remained relatively stable; (4) the proportion of highly suitable and moderately suitable areas increased from 65.62% to 65.92%, although the overall improvement in informal settlements remained slow. …”
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Intelligent prediction of thyroid cancer in China based on GBD data and hospital electronic medical records: disease burden analysis combined with multiple machine learning models by Lina Yang, Shixia Zhang, Xinguo Wang, Jianjun Yang, Mengya Chen

“…This study aims to conduct an in-depth analysis of the disease burden pattern and future trends of thyroid cancer in China, and constructed an intelligent prediction model in combination with hospital electronic medical record data. …”
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Comparison of the Spread of Novel Coronavirus: Topological Data Analysis of 13 Countries by Shaun V. Ault, Jia Lu

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A computational enhancement of Base64 algorithm using Residue Number System algorithms by Kolawole Bariu LOGUNLEKO, Abolore Muhamin LOGUNLEKO, Ayisat Wuraola ASAJU-GBOLAGADE, Akinbowale Nathaniel BABATUNDE, Kazeem Alagbe GBOLAGADE

“…Therefore, the research bridges the security gap in the Base64 cryptographic algorithm by factoring the key mechanism of the RNS based algorithm into the newly developed algorithm. The pattern and confusion produced during the methodology procedure safeguards the data more effectively as shown in the cipher text generated.…”
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Predicting visual field global and local parameters from OCT measurements using explainable machine learning by Md Mahmudul Hasan, Jack Phu, Henrietta Wang, Arcot Sowmya, Erik Meijering, Michael Kalloniatis

“…To address this, five regression models were developed to predict VF measures from OCT, Shapley Additive exPlanations (SHAP) analysis was performed for interpretability, and a clinical software tool called OCT to VF Predictor was developed. …”
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Systemic Hemodynamic Changes after Maximally Allowable Liver Resection in Rats by P. A. Ermolaev, T. P. Kramykh, L. O. Barskaya

“…The critical time found by the authors for the minimum cardiac output was an hour after surgery. The distinctive features of low cardiac output syndrome after maximally allowable liver resection are its reversible pattern and reflectory bradycardia on postoperative day 1. …”
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Review of Research Progress on the Impact of Submarine Groundwater Discharge on Pockmark Formation and Evolution by Zhengrong Zhang, Hongxian Shan, Xuezhi Feng, Zhentian Jia, Long Jiang, Siming Wang, Chaoqi Zhu

“…The evolutionary process of these features typically follows a cyclical pattern comprising initiation, expansion, stabilization, and decline. …”
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Co-occurrence of EIF1AX, SF3B1, or BAP1 variants in uveal melanomas: A case series and review by Henry C. Skrehot, Amer F. Alsoudi, Amy C. Schefler

“…The present case series demonstrates rare exceptions to this general pattern and speculates on the early molecular steps of UM which may lead to these rare mutation combinations.…”
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Baselining Urban Ecosystems from Sentinel Species: Fitness, Flows, and Sinks by Matteo Convertino, Yuhan Wu, Hui Dong

“…How can the shape of biodiversity inform us about cities’ ecoclimatic fitness and guide their development? Can we use species as the harbingers of climatic extremes? …”
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Photocatalytic Performances of Dip-Coated Ag Doped TiO2 Thin Films by M. Alharbi, H. Althubyani, E. Alarfaj, D. Dastan, A. Timoumi, L. Tao, H. Albetran, Ş. Ţălu

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Epidemiological and clinical characteristics of craniofacial soft tissue injuries in a plastic emergency department in Xi’an, China: a retrospective study of 22887 patients from 20... by An-an Yin, Si-qi Mu, Wen-Heng Guo, Jing Zhang, Heng-xin Liu, Chang-xin Jin, Jie Chen, Yu Dong, Bao-qiang Song, Xi Zhang

“…Abstract Objective This study aims to describe the epidemiological features of craniofacial soft tissue injuries in a major plastic emergency department in northwest China. …”
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Patho-Ecological Distribution and Genetic Diversity of <i>Fusarium oxysporum</i> f. sp. <i>cubense</i> in Malbhog Banana Belts of Assam, India by Anisha Baruah, Popy Bora, Thukkaram Damodaran, Bishal Saikia, Muthukumar Manoharan, Prakash Patil, Ashok Bhattacharyya, Ankita Saikia, Alok Kumar, Sangeeta Kumari, Juri Talukdar, Utpal Dey, Shenaz Sultana Ahmed, Naseema Rahman, Bharat Chandra Nath, Ruthy Tabing, Sandeep Kumar

“…The morpho-cultural characterization of Foc isolates showed large variations in colony morphological features, intensity, and pattern of pigmentation, chlamydospores, and conidial size. …”
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Comprehensive fragmentation of cell-free repetitive DNA for enhanced cancer detection in plasma by Mingguang Zhang, Shuohui Dong, Wei Rao, Shiwen Mei, Gang Hu, Ling Liu, Zhen Wang, Jianqiang Tang

“…A machine learning-based multimodal model was developed using these features.ResultsThe multimodal model achieved high prediction performance for early tumor detection, even at ultra-low sequencing depths (0.1×, AUC = 0.9824). …”
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Novel Technique for Backside Alignment Using Direct Laser Writing by Melissa Mitchell, Siva Sivaraya, Simon J. Bending, Ali Mohammadi

“…Test samples are cut from a 2 inch Si wafer, and copper features are sputtered and developed onto the topside. …”
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From LIKE/LOVE to habitual: the case of Mainland East and Southeast Asian languages by Fang Hongmei

“…The common human experience that if one likes/loves doing something, one tends to do it frequently renders it highly unlikely that this grammaticalization pattern is an areal feature confined to Mainland East and Southeast Asia.…”
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Artificial Intelligence Approach in Hip Prosthesis Identification and Addressing Radiographic Outcome Measures by Omar Musbahi, MSc, ChM, Savvas Hadjixenophontos, MEng, Saran S. Gill, Iris Soteriou, Bsc, Kyriacos Pouris, Bsc, Takuro Ueno, PhD, Justin P. Cobb, MCh

“…Methods: Using a computer vision and pattern recognition algorithm, the femur shaft and prosthesis regions were identified, and their respective angles were extracted for NSA calculation. …”
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