A Curated and Re-annotated Peripheral Blood Cell Dataset Integrating Four Public Resources Article Swipe
Lu Gan
,
Xi Li
,
Xichun Wang
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1038/s41597-025-05980-z
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.1038/s41597-025-05980-z
We present TXL-PBC, a curated and re-annotated peripheral blood cell dataset constructed by integrating four publicly available resources: Blood Cell Count and Detection (BCCD), Blood Cell Detection Dataset (BCDD), Peripheral Blood Cells (PBC), and Raabin White Blood Cell (Raabin-WBC). Through rigorous sample selection, semi-automatic annotation using the YOLOv8n model, and comprehensive manual review, we ensured high annotation accuracy and consistency. The final dataset contains 1,260 images and 18,143 bounding box annotations for three major blood cell types: white blood cells (WBC), red blood cells (RBC), and platelets. We provide detailed visual analyses of the data distribution, demonstrating the diversity and balance of the dataset. To further validate the quality and utility of TXL-PBC, we trained several mainstream object detection models, including YOLOv5s, YOLOv8s, YOLOv11s, SSD300, Faster R-CNN, and RetinaNet, and report their baseline performance. The TXL-PBC dataset is openly available on Figshare and GitHub, offering a valuable resource for the development and benchmarking of blood cell detection models and related machine learning research.
Related Topics
Concepts
No concepts available.
Metadata
- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.1038/s41597-025-05980-z
- OA Status
- gold
- References
- 19
- OpenAlex ID
- https://openalex.org/W4415587951
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
-
https://openalex.org/W4415587951Canonical identifier for this work in OpenAlex
- DOI
-
https://doi.org/10.1038/s41597-025-05980-zDigital Object Identifier
- Title
-
A Curated and Re-annotated Peripheral Blood Cell Dataset Integrating Four Public ResourcesWork title
- Type
-
articleOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2025Year of publication
- Publication date
-
2025-10-27Full publication date if available
- Authors
-
Lu Gan, Xi Li, Xichun WangList of authors in order
- Landing page
-
https://doi.org/10.1038/s41597-025-05980-zPublisher landing page
- Open access
-
YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
-
https://doi.org/10.1038/s41597-025-05980-zDirect OA link when available
- Cited by
-
0Total citation count in OpenAlex
- References (count)
-
19Number of works referenced by this work
Full payload
| id | https://openalex.org/W4415587951 |
|---|---|
| doi | https://doi.org/10.1038/s41597-025-05980-z |
| ids.doi | https://doi.org/10.1038/s41597-025-05980-z |
| ids.pmid | https://pubmed.ncbi.nlm.nih.gov/41145591 |
| ids.openalex | https://openalex.org/W4415587951 |
| fwci | 0.0 |
| mesh[0].qualifier_ui | |
| mesh[0].descriptor_ui | D006801 |
| mesh[0].is_major_topic | False |
| mesh[0].qualifier_name | |
| mesh[0].descriptor_name | Humans |
| mesh[1].qualifier_ui | |
| mesh[1].descriptor_ui | D001773 |
| mesh[1].is_major_topic | True |
| mesh[1].qualifier_name | |
| mesh[1].descriptor_name | Blood Cells |
| mesh[2].qualifier_ui | |
| mesh[2].descriptor_ui | D066289 |
| mesh[2].is_major_topic | False |
| mesh[2].qualifier_name | |
| mesh[2].descriptor_name | Data Curation |
| mesh[3].qualifier_ui | |
| mesh[3].descriptor_ui | D001772 |
| mesh[3].is_major_topic | False |
| mesh[3].qualifier_name | |
| mesh[3].descriptor_name | Blood Cell Count |
| mesh[4].qualifier_ui | |
| mesh[4].descriptor_ui | D007962 |
| mesh[4].is_major_topic | False |
| mesh[4].qualifier_name | |
| mesh[4].descriptor_name | Leukocytes |
| mesh[5].qualifier_ui | |
| mesh[5].descriptor_ui | D006801 |
| mesh[5].is_major_topic | False |
| mesh[5].qualifier_name | |
| mesh[5].descriptor_name | Humans |
| mesh[6].qualifier_ui | |
| mesh[6].descriptor_ui | D001773 |
| mesh[6].is_major_topic | True |
| mesh[6].qualifier_name | |
| mesh[6].descriptor_name | Blood Cells |
| mesh[7].qualifier_ui | |
| mesh[7].descriptor_ui | D066289 |
| mesh[7].is_major_topic | False |
| mesh[7].qualifier_name | |
| mesh[7].descriptor_name | Data Curation |
| mesh[8].qualifier_ui | |
| mesh[8].descriptor_ui | D001772 |
| mesh[8].is_major_topic | False |
| mesh[8].qualifier_name | |
| mesh[8].descriptor_name | Blood Cell Count |
| mesh[9].qualifier_ui | |
| mesh[9].descriptor_ui | D007962 |
| mesh[9].is_major_topic | False |
| mesh[9].qualifier_name | |
| mesh[9].descriptor_name | Leukocytes |
| mesh[10].qualifier_ui | |
| mesh[10].descriptor_ui | D006801 |
| mesh[10].is_major_topic | False |
| mesh[10].qualifier_name | |
| mesh[10].descriptor_name | Humans |
| mesh[11].qualifier_ui | |
| mesh[11].descriptor_ui | D001773 |
| mesh[11].is_major_topic | True |
| mesh[11].qualifier_name | |
| mesh[11].descriptor_name | Blood Cells |
| mesh[12].qualifier_ui | |
| mesh[12].descriptor_ui | D066289 |
| mesh[12].is_major_topic | False |
| mesh[12].qualifier_name | |
| mesh[12].descriptor_name | Data Curation |
| mesh[13].qualifier_ui | |
| mesh[13].descriptor_ui | D001772 |
| mesh[13].is_major_topic | False |
| mesh[13].qualifier_name | |
| mesh[13].descriptor_name | Blood Cell Count |
| mesh[14].qualifier_ui | |
| mesh[14].descriptor_ui | D007962 |
| mesh[14].is_major_topic | False |
| mesh[14].qualifier_name | |
| mesh[14].descriptor_name | Leukocytes |
| type | article |
| title | A Curated and Re-annotated Peripheral Blood Cell Dataset Integrating Four Public Resources |
| biblio.issue | 1 |
| biblio.volume | 12 |
| biblio.last_page | 1694 |
| biblio.first_page | 1694 |
| topics[0].id | https://openalex.org/T12874 |
| topics[0].field.id | https://openalex.org/fields/17 |
| topics[0].field.display_name | Computer Science |
| topics[0].score | 0.9983999729156494 |
| topics[0].domain.id | https://openalex.org/domains/3 |
| topics[0].domain.display_name | Physical Sciences |
| topics[0].subfield.id | https://openalex.org/subfields/1707 |
| topics[0].subfield.display_name | Computer Vision and Pattern Recognition |
| topics[0].display_name | Digital Imaging for Blood Diseases |
| topics[1].id | https://openalex.org/T12535 |
| topics[1].field.id | https://openalex.org/fields/17 |
| topics[1].field.display_name | Computer Science |
| topics[1].score | 0.9934999942779541 |
| topics[1].domain.id | https://openalex.org/domains/3 |
| topics[1].domain.display_name | Physical Sciences |
| topics[1].subfield.id | https://openalex.org/subfields/1702 |
| topics[1].subfield.display_name | Artificial Intelligence |
| topics[1].display_name | Machine Learning and Data Classification |
| topics[2].id | https://openalex.org/T10862 |
| topics[2].field.id | https://openalex.org/fields/17 |
| topics[2].field.display_name | Computer Science |
| topics[2].score | 0.9908999800682068 |
| topics[2].domain.id | https://openalex.org/domains/3 |
| topics[2].domain.display_name | Physical Sciences |
| topics[2].subfield.id | https://openalex.org/subfields/1702 |
| topics[2].subfield.display_name | Artificial Intelligence |
| topics[2].display_name | AI in cancer detection |
| is_xpac | False |
| apc_list.value | 1990 |
| apc_list.currency | USD |
| apc_list.value_usd | 1990 |
| apc_paid.value | 1990 |
| apc_paid.currency | USD |
| apc_paid.value_usd | 1990 |
| language | en |
| locations[0].id | doi:10.1038/s41597-025-05980-z |
| locations[0].is_oa | True |
| locations[0].source.id | https://openalex.org/S2607323502 |
| locations[0].source.issn | 2052-4463 |
| locations[0].source.type | journal |
| locations[0].source.is_oa | True |
| locations[0].source.issn_l | 2052-4463 |
| locations[0].source.is_core | True |
| locations[0].source.is_in_doaj | True |
| locations[0].source.display_name | Scientific Data |
| locations[0].source.host_organization | https://openalex.org/P4310319908 |
| locations[0].source.host_organization_name | Nature Portfolio |
| locations[0].source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| locations[0].source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| locations[0].license | cc-by-nc-nd |
| locations[0].pdf_url | |
| locations[0].version | publishedVersion |
| locations[0].raw_type | journal-article |
| locations[0].license_id | https://openalex.org/licenses/cc-by-nc-nd |
| locations[0].is_accepted | True |
| locations[0].is_published | True |
| locations[0].raw_source_name | Scientific Data |
| locations[0].landing_page_url | https://doi.org/10.1038/s41597-025-05980-z |
| locations[1].id | pmid:41145591 |
| locations[1].is_oa | False |
| locations[1].source.id | https://openalex.org/S4306525036 |
| locations[1].source.issn | |
| locations[1].source.type | repository |
| locations[1].source.is_oa | False |
| locations[1].source.issn_l | |
| locations[1].source.is_core | False |
| locations[1].source.is_in_doaj | False |
| locations[1].source.display_name | PubMed |
| locations[1].source.host_organization | https://openalex.org/I1299303238 |
| locations[1].source.host_organization_name | National Institutes of Health |
| locations[1].source.host_organization_lineage | https://openalex.org/I1299303238 |
| locations[1].license | |
| locations[1].pdf_url | |
| locations[1].version | publishedVersion |
| locations[1].raw_type | |
| locations[1].license_id | |
| locations[1].is_accepted | True |
| locations[1].is_published | True |
| locations[1].raw_source_name | Scientific data |
| locations[1].landing_page_url | https://pubmed.ncbi.nlm.nih.gov/41145591 |
| locations[2].id | pmh:oai:doaj.org/article:47a441d9fd9e4321b58a4d64bdb7f532 |
| locations[2].is_oa | False |
| locations[2].source.id | https://openalex.org/S4306401280 |
| locations[2].source.issn | |
| locations[2].source.type | repository |
| locations[2].source.is_oa | False |
| locations[2].source.issn_l | |
| locations[2].source.is_core | False |
| locations[2].source.is_in_doaj | False |
| locations[2].source.display_name | DOAJ (DOAJ: Directory of Open Access Journals) |
| locations[2].source.host_organization | |
| locations[2].source.host_organization_name | |
| locations[2].license | |
| locations[2].pdf_url | |
| locations[2].version | submittedVersion |
| locations[2].raw_type | article |
| locations[2].license_id | |
| locations[2].is_accepted | False |
| locations[2].is_published | False |
| locations[2].raw_source_name | Scientific Data, Vol 12, Iss 1, Pp 1-12 (2025) |
| locations[2].landing_page_url | https://doaj.org/article/47a441d9fd9e4321b58a4d64bdb7f532 |
| locations[3].id | pmh:oai:europepmc.org:11368905 |
| locations[3].is_oa | True |
| locations[3].source.id | https://openalex.org/S4306400806 |
| locations[3].source.issn | |
| locations[3].source.type | repository |
| locations[3].source.is_oa | False |
| locations[3].source.issn_l | |
| locations[3].source.is_core | False |
| locations[3].source.is_in_doaj | False |
| locations[3].source.display_name | Europe PMC (PubMed Central) |
| locations[3].source.host_organization | https://openalex.org/I1303153112 |
| locations[3].source.host_organization_name | European Bioinformatics Institute |
| locations[3].source.host_organization_lineage | https://openalex.org/I1303153112 |
| locations[3].license | other-oa |
| locations[3].pdf_url | |
| locations[3].version | submittedVersion |
| locations[3].raw_type | Text |
| locations[3].license_id | https://openalex.org/licenses/other-oa |
| locations[3].is_accepted | False |
| locations[3].is_published | False |
| locations[3].raw_source_name | |
| locations[3].landing_page_url | https://www.ncbi.nlm.nih.gov/pmc/articles/12559723 |
| indexed_in | crossref, doaj, pubmed |
| authorships[0].author.id | https://openalex.org/A5087344550 |
| authorships[0].author.orcid | https://orcid.org/0000-0002-1811-1011 |
| authorships[0].author.display_name | Lu Gan |
| authorships[0].countries | US |
| authorships[0].affiliations[0].institution_ids | https://openalex.org/I203172682 |
| authorships[0].affiliations[0].raw_affiliation_string | School of Informatics, Computing & Cyber Systems, Steve Sanghi College of Engineering, Northern Arizona University, Flagstaff, AZ, USA |
| authorships[0].institutions[0].id | https://openalex.org/I203172682 |
| authorships[0].institutions[0].ror | https://ror.org/0272j5188 |
| authorships[0].institutions[0].type | education |
| authorships[0].institutions[0].lineage | https://openalex.org/I203172682 |
| authorships[0].institutions[0].country_code | US |
| authorships[0].institutions[0].display_name | Northern Arizona University |
| authorships[0].author_position | first |
| authorships[0].raw_author_name | Lu Gan |
| authorships[0].is_corresponding | False |
| authorships[0].raw_affiliation_strings | School of Informatics, Computing & Cyber Systems, Steve Sanghi College of Engineering, Northern Arizona University, Flagstaff, AZ, USA |
| authorships[1].author.id | https://openalex.org/A5100407758 |
| authorships[1].author.orcid | https://orcid.org/0000-0003-3023-1662 |
| authorships[1].author.display_name | Xi Li |
| authorships[1].affiliations[0].raw_affiliation_string | Independent Researcher, Chengdu, China |
| authorships[1].author_position | middle |
| authorships[1].raw_author_name | Xi Li |
| authorships[1].is_corresponding | False |
| authorships[1].raw_affiliation_strings | Independent Researcher, Chengdu, China |
| authorships[2].author.id | https://openalex.org/A5066933299 |
| authorships[2].author.orcid | https://orcid.org/0000-0001-5096-3970 |
| authorships[2].author.display_name | Xichun Wang |
| authorships[2].countries | US |
| authorships[2].affiliations[0].institution_ids | https://openalex.org/I203172682 |
| authorships[2].affiliations[0].raw_affiliation_string | School of Informatics, Computing & Cyber Systems, Steve Sanghi College of Engineering, Northern Arizona University, Flagstaff, AZ, USA |
| authorships[2].institutions[0].id | https://openalex.org/I203172682 |
| authorships[2].institutions[0].ror | https://ror.org/0272j5188 |
| authorships[2].institutions[0].type | education |
| authorships[2].institutions[0].lineage | https://openalex.org/I203172682 |
| authorships[2].institutions[0].country_code | US |
| authorships[2].institutions[0].display_name | Northern Arizona University |
| authorships[2].author_position | last |
| authorships[2].raw_author_name | Xichun Wang |
| authorships[2].is_corresponding | False |
| authorships[2].raw_affiliation_strings | School of Informatics, Computing & Cyber Systems, Steve Sanghi College of Engineering, Northern Arizona University, Flagstaff, AZ, USA |
| has_content.pdf | False |
| has_content.grobid_xml | False |
| is_paratext | False |
| open_access.is_oa | True |
| open_access.oa_url | https://doi.org/10.1038/s41597-025-05980-z |
| open_access.oa_status | gold |
| open_access.any_repository_has_fulltext | False |
| created_date | 2025-10-28T00:00:00 |
| display_name | A Curated and Re-annotated Peripheral Blood Cell Dataset Integrating Four Public Resources |
| has_fulltext | False |
| is_retracted | False |
| updated_date | 2025-11-06T03:46:38.306776 |
| primary_topic.id | https://openalex.org/T12874 |
| primary_topic.field.id | https://openalex.org/fields/17 |
| primary_topic.field.display_name | Computer Science |
| primary_topic.score | 0.9983999729156494 |
| primary_topic.domain.id | https://openalex.org/domains/3 |
| primary_topic.domain.display_name | Physical Sciences |
| primary_topic.subfield.id | https://openalex.org/subfields/1707 |
| primary_topic.subfield.display_name | Computer Vision and Pattern Recognition |
| primary_topic.display_name | Digital Imaging for Blood Diseases |
| cited_by_count | 0 |
| locations_count | 4 |
| best_oa_location.id | doi:10.1038/s41597-025-05980-z |
| best_oa_location.is_oa | True |
| best_oa_location.source.id | https://openalex.org/S2607323502 |
| best_oa_location.source.issn | 2052-4463 |
| best_oa_location.source.type | journal |
| best_oa_location.source.is_oa | True |
| best_oa_location.source.issn_l | 2052-4463 |
| best_oa_location.source.is_core | True |
| best_oa_location.source.is_in_doaj | True |
| best_oa_location.source.display_name | Scientific Data |
| best_oa_location.source.host_organization | https://openalex.org/P4310319908 |
| best_oa_location.source.host_organization_name | Nature Portfolio |
| best_oa_location.source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| best_oa_location.source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| best_oa_location.license | cc-by-nc-nd |
| best_oa_location.pdf_url | |
| best_oa_location.version | publishedVersion |
| best_oa_location.raw_type | journal-article |
| best_oa_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| best_oa_location.is_accepted | True |
| best_oa_location.is_published | True |
| best_oa_location.raw_source_name | Scientific Data |
| best_oa_location.landing_page_url | https://doi.org/10.1038/s41597-025-05980-z |
| primary_location.id | doi:10.1038/s41597-025-05980-z |
| primary_location.is_oa | True |
| primary_location.source.id | https://openalex.org/S2607323502 |
| primary_location.source.issn | 2052-4463 |
| primary_location.source.type | journal |
| primary_location.source.is_oa | True |
| primary_location.source.issn_l | 2052-4463 |
| primary_location.source.is_core | True |
| primary_location.source.is_in_doaj | True |
| primary_location.source.display_name | Scientific Data |
| primary_location.source.host_organization | https://openalex.org/P4310319908 |
| primary_location.source.host_organization_name | Nature Portfolio |
| primary_location.source.host_organization_lineage | https://openalex.org/P4310319908, https://openalex.org/P4310319965 |
| primary_location.source.host_organization_lineage_names | Nature Portfolio, Springer Nature |
| primary_location.license | cc-by-nc-nd |
| primary_location.pdf_url | |
| primary_location.version | publishedVersion |
| primary_location.raw_type | journal-article |
| primary_location.license_id | https://openalex.org/licenses/cc-by-nc-nd |
| primary_location.is_accepted | True |
| primary_location.is_published | True |
| primary_location.raw_source_name | Scientific Data |
| primary_location.landing_page_url | https://doi.org/10.1038/s41597-025-05980-z |
| publication_date | 2025-10-27 |
| publication_year | 2025 |
| referenced_works | https://openalex.org/W2945576057, https://openalex.org/W4291366117, https://openalex.org/W3081380767, https://openalex.org/W2301163450, https://openalex.org/W3017078100, https://openalex.org/W3015930014, https://openalex.org/W4238235930, https://openalex.org/W2750885625, https://openalex.org/W2193145675, https://openalex.org/W2963351448, https://openalex.org/W4292480680, https://openalex.org/W2120364003, https://openalex.org/W2098946742, https://openalex.org/W2023578721, https://openalex.org/W2144506857, https://openalex.org/W2775738386, https://openalex.org/W2177640694, https://openalex.org/W2954996726, https://openalex.org/W6958517379 |
| referenced_works_count | 19 |
| abstract_inverted_index.a | 3, 145 |
| abstract_inverted_index.To | 104 |
| abstract_inverted_index.We | 0, 87 |
| abstract_inverted_index.by | 12 |
| abstract_inverted_index.is | 137 |
| abstract_inverted_index.of | 92, 101, 111, 153 |
| abstract_inverted_index.on | 140 |
| abstract_inverted_index.we | 53, 113 |
| abstract_inverted_index.The | 60, 134 |
| abstract_inverted_index.and | 5, 21, 33, 49, 58, 66, 85, 99, 109, 127, 129, 142, 151, 158 |
| abstract_inverted_index.box | 69 |
| abstract_inverted_index.for | 71, 148 |
| abstract_inverted_index.red | 81 |
| abstract_inverted_index.the | 46, 93, 97, 102, 107, 149 |
| abstract_inverted_index.Cell | 19, 25, 37 |
| abstract_inverted_index.cell | 9, 75, 155 |
| abstract_inverted_index.data | 94 |
| abstract_inverted_index.four | 14 |
| abstract_inverted_index.high | 55 |
| abstract_inverted_index.1,260 | 64 |
| abstract_inverted_index.Blood | 18, 24, 30, 36 |
| abstract_inverted_index.Cells | 31 |
| abstract_inverted_index.Count | 20 |
| abstract_inverted_index.White | 35 |
| abstract_inverted_index.blood | 8, 74, 78, 82, 154 |
| abstract_inverted_index.cells | 79, 83 |
| abstract_inverted_index.final | 61 |
| abstract_inverted_index.major | 73 |
| abstract_inverted_index.their | 131 |
| abstract_inverted_index.three | 72 |
| abstract_inverted_index.using | 45 |
| abstract_inverted_index.white | 77 |
| abstract_inverted_index.(PBC), | 32 |
| abstract_inverted_index.(RBC), | 84 |
| abstract_inverted_index.(WBC), | 80 |
| abstract_inverted_index.18,143 | 67 |
| abstract_inverted_index.Faster | 125 |
| abstract_inverted_index.R-CNN, | 126 |
| abstract_inverted_index.Raabin | 34 |
| abstract_inverted_index.images | 65 |
| abstract_inverted_index.manual | 51 |
| abstract_inverted_index.model, | 48 |
| abstract_inverted_index.models | 157 |
| abstract_inverted_index.object | 117 |
| abstract_inverted_index.openly | 138 |
| abstract_inverted_index.report | 130 |
| abstract_inverted_index.sample | 41 |
| abstract_inverted_index.types: | 76 |
| abstract_inverted_index.visual | 90 |
| abstract_inverted_index.(BCCD), | 23 |
| abstract_inverted_index.(BCDD), | 28 |
| abstract_inverted_index.Dataset | 27 |
| abstract_inverted_index.GitHub, | 143 |
| abstract_inverted_index.SSD300, | 124 |
| abstract_inverted_index.TXL-PBC | 135 |
| abstract_inverted_index.Through | 39 |
| abstract_inverted_index.YOLOv8n | 47 |
| abstract_inverted_index.balance | 100 |
| abstract_inverted_index.curated | 4 |
| abstract_inverted_index.dataset | 10, 62, 136 |
| abstract_inverted_index.ensured | 54 |
| abstract_inverted_index.further | 105 |
| abstract_inverted_index.machine | 160 |
| abstract_inverted_index.models, | 119 |
| abstract_inverted_index.present | 1 |
| abstract_inverted_index.provide | 88 |
| abstract_inverted_index.quality | 108 |
| abstract_inverted_index.related | 159 |
| abstract_inverted_index.review, | 52 |
| abstract_inverted_index.several | 115 |
| abstract_inverted_index.trained | 114 |
| abstract_inverted_index.utility | 110 |
| abstract_inverted_index.Figshare | 141 |
| abstract_inverted_index.TXL-PBC, | 2, 112 |
| abstract_inverted_index.YOLOv5s, | 121 |
| abstract_inverted_index.YOLOv8s, | 122 |
| abstract_inverted_index.accuracy | 57 |
| abstract_inverted_index.analyses | 91 |
| abstract_inverted_index.baseline | 132 |
| abstract_inverted_index.bounding | 68 |
| abstract_inverted_index.contains | 63 |
| abstract_inverted_index.dataset. | 103 |
| abstract_inverted_index.detailed | 89 |
| abstract_inverted_index.learning | 161 |
| abstract_inverted_index.offering | 144 |
| abstract_inverted_index.publicly | 15 |
| abstract_inverted_index.resource | 147 |
| abstract_inverted_index.rigorous | 40 |
| abstract_inverted_index.validate | 106 |
| abstract_inverted_index.valuable | 146 |
| abstract_inverted_index.Detection | 22, 26 |
| abstract_inverted_index.YOLOv11s, | 123 |
| abstract_inverted_index.available | 16, 139 |
| abstract_inverted_index.detection | 118, 156 |
| abstract_inverted_index.diversity | 98 |
| abstract_inverted_index.including | 120 |
| abstract_inverted_index.research. | 162 |
| abstract_inverted_index.Peripheral | 29 |
| abstract_inverted_index.RetinaNet, | 128 |
| abstract_inverted_index.annotation | 44, 56 |
| abstract_inverted_index.mainstream | 116 |
| abstract_inverted_index.peripheral | 7 |
| abstract_inverted_index.platelets. | 86 |
| abstract_inverted_index.resources: | 17 |
| abstract_inverted_index.selection, | 42 |
| abstract_inverted_index.annotations | 70 |
| abstract_inverted_index.constructed | 11 |
| abstract_inverted_index.development | 150 |
| abstract_inverted_index.integrating | 13 |
| abstract_inverted_index.benchmarking | 152 |
| abstract_inverted_index.consistency. | 59 |
| abstract_inverted_index.performance. | 133 |
| abstract_inverted_index.re-annotated | 6 |
| abstract_inverted_index.(Raabin-WBC). | 38 |
| abstract_inverted_index.comprehensive | 50 |
| abstract_inverted_index.demonstrating | 96 |
| abstract_inverted_index.distribution, | 95 |
| abstract_inverted_index.semi-automatic | 43 |
| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 3 |
| citation_normalized_percentile.value | 0.55176893 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | False |