SVPDSA: Selective View Perception Data Synthesis With Annotations Using Lightweight Diffusion Network by S. Raghavendra, Vijayalakshmi, Vainidhi, S. K. Abhilash, Venu Madhav Nookala, P. V. Arun Kumar, Ramyashree

Subjects: “…Annotation generation…”
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DeepLabV3+-Based Semantic Annotation Refinement for SLAM in Indoor Environments by Shuangfeng Wei, Hongrui Tang, Changchang Liu, Tong Yang, Xiaohang Zhou, Sisi Zlatanova, Junlin Fan, Liping Tu, Yaqin Mao

Subjects: “…point cloud semantic annotation…”
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New genomic resources inform transcriptomic responses to heavy metal toxins in the common Eastern bumble bee Bombus impatiens by Amy L. Toth, Christopher D. R. Wyatt, Rick E. Masonbrink, Katherine S. Geist, Ryan Fortune, Sarah B. Scott, Emeline Favreau, Sandra M. Rehan, Seirian Sumner, Mary M. Gardiner, Frances S. Sivakoff

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Drought-induced molecular changes in crown of various barley phytohormone mutants by Anetta Kuczyńska, Martyna Michałek, Piotr Ogrodowicz, Michał Kempa, Natalia Witaszak, Michał Dziurka, Damian Gruszka, Agata Daszkowska-Golec, Iwona Szarejko, Paweł Krajewski, Krzysztof Mikołajczak

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Automatic ovarian follicle detection using object detection models by Maya Haj Hassan, Eric Reiter, Misbah Razzaq

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Beyond Manual Media Coding: Evaluating Large Language Models and Agents for News Content Analysis by Stavros Doropoulos, Elisavet Karapalidou, Polychronis Charitidis, Sophia Karakeva, Stavros Vologiannidis

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CaGe: A Web-Based Cancer Gene Annotation System for Cancer Genomics by Young-Kyu Park, Tae-Wook Kang, Su-Jin Baek, Kwon-Il Kim, Seon-Young Kim, Doheon Lee, Yong Sung Kim

Subjects: “…annotation…”
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Chemical and Biological Characterization of Metabolites from <i>Silene viridiflora</i> Using Mass Spectrometric and Cell-Based Assays by Nilufar Z. Mamadalieva, Alexey Koval, Maksud M. Dusmuratov, Hidayat Hussain, Vladimir L. Katanaev

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A Framework for Constructing Large-Scale Dynamic Datasets for Water Conservancy Image Recognition Using Multi-Role Collaboration and Intelligent Annotation by Xueying Song, Xiaofeng Wang, Ganggang Zuo, Jiancang Xie

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Ground Segmentation for LiDAR Point Clouds in Structured and Unstructured Environments Using a Hybrid Neural–Geometric Approach by Antonio Santo, Enrique Heredia, Carlos Viegas, David Valiente, Arturo Gil

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PipaSet and TEAS: A Multimodal Dataset and Annotation Platform for Automatic Music Transcription and Expressive Analysis Dedicated to Chinese Traditional Plucked String Instrument... by Yuancheng Wang, Yuyang Jing, Wei Wei, Dorian Cazau, Olivier Adam, Qiao Wang

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On the Minimum Dataset Requirements for Fine-Tuning an Object Detector for Arable Crop Plant Counting: A Case Study on Maize Seedlings by Samuele Bumbaca, Enrico Borgogno-Mondino

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Shape-Aware Adversarial Learning for Scribble-Supervised Medical Image Segmentation with a MaskMix Siamese Network: A Case Study of Cardiac MRI Segmentation by Chen Li, Zhong Zheng, Di Wu

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IDEA: Image database for earthquake damage annotationZenodo by Ilaria Senaldi, Chiara Casarotti, Martina Mandirola, Alessio Cantoni

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Irish potato imagery dataset for detection of early and late blight diseasesZenodo by Hudson Laizer, Neema Mduma

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Whole genome sequence of petroleum hydrocarbon degrading novel strain Microbacter sp. EMBS2025 isolated from Chilika Lake, Odisha, India by Anuraj Nayarisseri, Khushboo Sharma, Arshiya Khan, Radhika Swami, Rinku Chaudhary, Juhi Sharma, Navpreet Kaur, Jyotsana Kharate, Vasudha Rathore, Leena Prajapati, Srinivas Bandaru, Francisco Jaime Bezerra Mendonça Junior, Marcus T. Scotti, Luciana Scotti

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Hayai-Annotation: A functional gene prediction tool that integrates orthologs and gene ontology for network analysis in plant species by Andrea Ghelfi, Sachiko Isobe

Subjects: “…Functional annotation…”
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The first complete mitochondrial genome of sesame (Sesamum indicum L.) by Mingcheng Wang, Rui Li, Xuchen Yang

Subjects: “…mitogenome assembly and annotation…”
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Leveraging ChatGPT for Enhancing Arabic NLP: Application for Semantic Role Labeling and Cross-Lingual Annotation Projection by Ferial Senator, Abdelaziz Lakhfif, Imene Zenbout, Hanane Boutouta, Chahrazed Mediani

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Bioinformatics pipeline to guide late‐onset Alzheimer's disease (LOAD) post‐GWAS studies: Prioritizing transcription regulatory variants within LOAD‐associated regions by Michael W. Lutz, Ornit Chiba‐Falek

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