Decoding SFRP2 progenitors in sustaining tooth growth at single-cell resolution by Tianyuan Zhao, Qing Zhong, Zewen Sun, Xiaoyi Yu, Tianmeng Sun, Zhengwen An

“…Methods Leveraging multiple single-cell datasets, we constructed a comprehensive dental pulp cell landscape to delineate tissue similarities and species-specific differences between humans and mice. …”
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Common protocol for validation of the QCOVID algorithm across the four UK nations by Ronan A Lyons, Aziz Sheikh, Vahe Nafilyan, Frank Kee, Carol Coupland, Julia Hippisley-Cox, Chris Robertson, Ben Humberstone, Jane Lyons, Christopher R Cardwell, Steven Kerr

“…This paper presents a common procedure for conducting and reporting on validation exercises for the QCOVID algorithm.Methods and analysis We will use open, retrospective cohort studies to assess the performance of the QCOVID risk prediction tool in each of the four UK nations. Linked datasets comprising of primary and secondary care records, virological testing data and death registrations will be assembled in trusted research environments in England, Scotland, Northern Ireland and Wales. …”
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HDSA-Net: Haze Density and Semantic Awareness Network for Hyperspectral Image Dehazing by Qianru Liu, Tiecheng Song, Anyong Qin, Yin Liu, Feng Yang, Chenqiang Gao

“…The experimental results on simulated and real datasets show the superiority of HDSA-Net over state-of-the-art methods.…”
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Incorporation of Histogram Intersection and Semantic Information into Non-Negative Local Laplacian Sparse Coding for Image Classification by Ying Shi, Yuan Wan, Xinjian Wang, Huanhuan Li

“…Experimental results on four standard and three maritime image datasets demonstrate superior performance compared to the previous six algorithms. …”
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Automating band selection for hyperspectral indices: bridging AVIRIS-NG and Sentinel-2 satellite data for earth science applications by Veerendra Satya Sylesh Peddinti, Venkata Ravibabu Mandla, Shashi Mesapam, Suresh Kancharla

“…The process is automated and employs parallel processing with Python, significantly reducing execution time and enabling scalability for large geospatial datasets. Key indices, including the Normalized Difference Water Index (NDWI), Normalized Difference Red Edge (NDRE), and Normalized Difference Built-up Index (NDBI), Green Normalized Difference Vegetation Index (GNDVI) were validated using the proposed methodology. …”
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Differences in User Perception of Artificial Intelligence-Driven Chatbots and Traditional Tools in Qualitative Data Analysis by Boštjan Šumak, Maja Pušnik, Ines Kožuh, Andrej Šorgo, Saša Brdnik

“…Qualitative data analysis (QDA) tools are essential for extracting insights from complex datasets. This study investigates researchers’ perceptions of the usability, user experience (UX), mental workload, trust, task complexity, and emotional impact of three tools: Taguette 1.4.1 (a traditional QDA tool), ChatGPT (GPT-4, December 2023 version), and Gemini (formerly Google Bard, December 2023 version). …”
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Comparison and Analysis of Algorithms for Coordinated EV Charging to Reduce Power Grid Impact by Cesar Diaz-Londono, Paolo Maffezzoni, Luca Daniel, Giambattista Gruosso

“…The strategies are evaluated and compared using grid-aware and grid-unaware methods regarding transformer power limits. Real-world datasets are utilized to assess the performance of the proposed strategies through simulation studies across three scenarios: single charging station behavior, average parking lot occupancy, and worst-case occupancy scenarios. …”
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Context-Aware and Locality-Constrained Coding for Image Categorization by Wenhua Xiao, Bin Wang, Yu Liu, Weidong Bao, Maojun Zhang

“…Extensive experiments on several available datasets (Scene-15, Caltech101, and Caltech256) are conducted to validate the superiority of our algorithm by comparing it with baselines and recent published methods. …”
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Optimizing Microclimate Comfort in Macao: ENVI-Met Simulation of High-Density Urban Layouts Under the Climate in the Lingnan Area by Xun Zhou, Yichen Sun, Tianyu Li, Yaming Zhou, Tao Tan, Chengzhi Yu, Siyang Dai

“…We conducted on-site measurements along with simulations using ENVI-met software, comparing datasets to ensure model accuracy and reliability. …”
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Audio2DiffuGesture: Generating a diverse co-speech gesture based on a diffusion model by Hongze Yao, Yingting Xu, Weitao WU, Huabin He, Wen Ren, Zhiming Cai

“…Regarding the TED Gesture and TED Expressive datasets, the Fréchet Gesture Distance (FGD) performance improved by 16.8 and 56%, respectively. …”
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Integrated multi-omics analysis reveals clinical significance of hepatocyte nuclear factor-1β in tumor immune microenvironment, immunotherapy and prognostic prediction for colon ad... by Fushan Gao, Wenlin Gong, Haihua He, Zhen Zhang, Hongcai Yang, Fei Shao, Yibo Gao, Jie He

“…Methods We analyzed 1,374 colon adenocarcinoma samples from the TCGA and GEO datasets. Our approach involved bioinformatics to uncover how HNF1B influences immunotherapy and the immune microenvironment, with corroboration from external databases and experimental validation. …”
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Application of quantitative histomorphometric features in computational pathology by Yujie Shi, Bo Hu, Mingyan Xu, Yunhan Yao, Shuaiqiang Gao, Xiang Xia, Xikai Deng, Jianfeng Liu, Jia Gu, Shifu Chen

“…The conclusion is that, with the ongoing progress in QH feature representation and segmentation technology, methods based on QH features will leverage their advantages—such as explainability, reduced reliance on large training datasets, and lower computational resource requirements—to play a more significant role in some clinical tasks. …”
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Autism Spectrum Disorder Classification with Interpretability in Children Based on Structural MRI Features Extracted Using Contrastive Variational Autoencoder by Ruimin Ma, Ruitao Xie, Yanlin Wang, Jintao Meng, Yanjie Wei, Yunpeng Cai, Wenhui Xi, Yi Pan

“…However, most studies involve with datasets where participants’ age are above 5 and lack interpretability. …”
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Fast and Deterministic Underwater Point Cloud Registration for Multibeam Echo Sounder Data by Liang Zhao, Lan Cheng, Tingfeng Tan, Chun Cao, Feihu Zhang

“…Experiments conducted on both public and real-world lake datasets demonstrate that the proposed method achieves a favorable balance between speed and accuracy, outperforming other tested methods and meeting the demands of contemporary research.…”
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Path Planning for Fully Autonomous UAVs-A Taxonomic Review and Future Perspectives by Geeta Sharma, Sanjeev Jain, Radhe Shyam Sharma

“…Various relevant parameters and benchmark datasets that are crucial for UAV path planning are also explored. …”
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LingoTrip: Spatiotemporal context prompt driven large language model for individual trip prediction by Zhenlin Qin, Pengfei Zhang, Leizhen Wang, Zhenliang Ma

“…Sensitivity analyses are performed for model hyperparameters and their tuning methods to adapt for other datasets. The results show that LingoTrip outperforms data-driven models in terms of prediction accuracy, transferability (between individuals), zero/few shot learning (limited training sample size) and interpretability of predictions. …”
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Case study of a neuroendocrine tumor of uncertain origin: single-cell transcriptomics unravels potential primary location by Frolova Tatyana, Ekaterina Avsievich, Diana Salimgereeva, Zoia Antysheva, Alesia Maluchenko, Denis Maksimov, Ilia Feidorov, Mark Voloshin, Olga Glazova, Natalia Bodunova, Nikolay Karnaukhov, Pavel Volchkov, Julia Krupinova

“…Publicly available transcriptomic datasets from pancreatic and small intestine NETs were used to develop and validate a molecular gene signature for tissue-of-origin identification. …”
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Case of the Diffuse Form of Xanthogranulomatous Pyelonephritis by Tateki Yoshino, Hiroyuki Moriyama

“…Several months after the construction, frequent obstructions of nephrostomy catheter because of turbid urine and intermittent fever elevation were observed. …”
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A Comparison of Cooling Techniques to Treat Cardiac Arrest Patients with Hypothermia by Anna Finley Caulfield, Shylaja Rachabattula, Irina Eyngorn, Scott A. Hamilton, Rajalakshmi Kalimuthu, Amie W. Hsia, Maarten G. Lansberg, Chitra Venkatasubramanian, J. J. Baumann, Marion S. Buckwalter, Monisha A. Kumar, James S. Castle, Christine A. C. Wijman

“…Patients in coma following cardiopulmonary resuscitation were cooled with an endovascular cooling catheter or with ice bags and cold-water-circulating cooling blankets to a target temperature of 32.0–34.0∘C for 24 hours. …”
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Advanced Imaging Modalities in the Detection of Cerebral Vasospasm by Jena N. Mills, Vivek Mehta, Jonathan Russin, Arun P. Amar, Anandh Rajamohan, William J. Mack

“…Structural imaging techniques, including catheter-based Digital Subtraction Angiography (DSA), CT Angiography (CTA), and MR Angiography (MRA), are reviewed. …”
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