Manual Annotation Studio (MAS): a collaborative platform for manual functional annotation of viral and microbial genomes [PDF]
BMC Genomics, 2021 Background Functional genome annotation is the process of labelling functional genomic regions with descriptive information. Manual curation can produce higher quality genome annotations than fully automated methods.
Matthew R. Lueder +6 more
doaj +5 more sources
An extensive review of tools for manual annotation of documents [PDF]
Briefings in Bioinformatics, 2021 AbstractMotivationAnnotation tools are applied to build training and test corpora, which are essential for the development and evaluation of new natural language processing algorithms. Further, annotation tools are also used to extract new information for a particular use case. However, owing to the high number of existing annotation tools, finding the
Jurica Ševa, Mariana Lara Neves
exaly +5 more sources
Manual Annotation of Time in Bed Using Free-Living Recordings of Accelerometry Data [PDF]
Sensors, 2021 With the emergence of machine learning for the classification of sleep and other human behaviors from accelerometer data, the need for correctly annotated data is higher than ever.
Esben Lykke Skovgaard +4 more
doaj +4 more sources
Efficient manual annotation of cryogenic electron tomograms using IMOD [PDF]
STAR Protocols, 2022 Summary: Annotation highlights and segmentation isolates features in cryogenic electron tomograms to improve visualization and quantification of features (for example, their size and abundance, and spatial relationships with other features), facilitating
Cristina Danita +2 more
doaj +2 more sources
Reducing Manual Annotation Costs for Cell Segmentation by Upgrading Low-Quality Annotations. [PDF]
J Imaging, 2023 Deep-learning algorithms for cell segmentation typically require large data sets with high-quality annotations to be trained with. However, the annotation cost for obtaining such sets may prove to be prohibitively expensive. Our work aims to reduce the time necessary to create high-quality annotations of cell images by using a relatively small well ...
Vădineanu S +3 more
europepmc +4 more sources
Significant reduction in manual annotation costs in ultrasound medical image database construction through step by step artificial intelligence pre-annotation. [PDF]
PLOS Digital HealthThis study investigates the feasibility of reducing manual image annotation costs in medical image database construction by utilizing a step by step approach where the Artificial Intelligence model (AI model) trained on a previous batch of data ...
Fu Zheng +15 more
doaj +2 more sources
Applied Sciences, 2023 Modern means of communication, economic crises, and political decisions play imperative roles in reshaping political and administrative systems throughout the world.
Tariq Malik +8 more
doaj +1 more source
CDCAT: A Multi-Language Cross-Document Entity and Event Coreference Annotation Tool
Tsinghua Science and Technology, 2022 A tool for the manual annotation of cross-document entity and event coreferences that helps annotators to label mention coreference relations in text is essential for the annotation of coreference corpora.
Yang Xu +5 more
doaj +1 more source
Quality and Efficiency of Manual Annotation: Pre-annotation Bias
Proceedings of the Language Resources and Evaluation Conference, 2022 Published in LREC ...
Marie Mikulová +4 more
openaire +4 more sources
Verb database: Structure, clusters and options
Russian Journal of Linguistics, 2023 The content and volume of language corpora provide an opportunity to obtain reliable information about the real use of a particular linguistic unit. Nowadays, there is a large number of corpora in different languages, their formation technologies are ...
Nadezhda V. Buntman +2 more
doaj +1 more source