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zenodo32/100

Dataset for Desai et al. "Reporting of drug benefit in FDA-approved prescription drug labeling"

<p>All FDA labels and extraction sheets to support our paper, Desai et al. &quot;Reporting of drug benefit in FDA-approved prescription drug labeling&quot;.</p>

opencc-by-4.0Feb 2019View details →
zenodo32/100

FIGURE 126. Himantigera nigrifemorata, BMNH types. A–E. Male holotype. A. Habitus, dorsal. B. Habitus, lateral. C. Head, frontal view. D. Wing. E. Labels. F–I. Female lectotype. F. Habitus, dorsal. G. Habitus, lateral. H. Head, frontal view. I. Labels. J–L. Female paralectotype. J. Habitus, dorsal. K. Habitus, lateral. L in Taxonomic revision of the Neotropical genus Himantigera James, 1982 (Diptera: Stratiomyidae: Sarginae), including the description of two new species and a key to the known species

FIGURE 126. Himantigera nigrifemorata, BMNH types. A–E. Male holotype. A. Habitus, dorsal. B. Habitus, lateral. C. Head, frontal view. D. Wing. E. Labels. F–I. Female lectotype. F. Habitus, dorsal. G. Habitus, lateral. H. Head, frontal view. I. Labels. J–L. Female paralectotype. J. Habitus, dorsal. K. Habitus, lateral. L. Labels.

opennotspecifiedDec 2018View details →
zenodo32/100

FIGURE 16. Tabanus picicallosus. Paratype female. A. Dorsal habitus. B. Lateral habitus. C. Head, anterior view. D. Head, lateral view. E. Labels. Scale bars. A, B. 5 in Taxonomy of Tabanus trivittatus species-group (Diptera: Tabanidae), with description of five new species

FIGURE 16. Tabanus picicallosus. Paratype female. A. Dorsal habitus. B. Lateral habitus. C. Head, anterior view. D. Head, lateral view. E. Labels. Scale bars. A, B. 5 mm. C, D. 1 mm.

opennotspecifiedFeb 2019View details →
zenodo32/100

FIGURE 5. Tabanus argentivittatus. Paratype female. A. Dorsal habitus. B. Lateral habitus. C. Head, anterior view. D. Head, lateral view E. Labels. Scale bars. A, B. 5 in Taxonomy of Tabanus trivittatus species-group (Diptera: Tabanidae), with description of five new species

FIGURE 5. Tabanus argentivittatus. Paratype female. A. Dorsal habitus. B. Lateral habitus. C. Head, anterior view. D. Head, lateral view E. Labels. Scale bars. A, B. 5 mm. C, D. 1 mm.

opennotspecifiedFeb 2019View details →
zenodo32/100

FIGURE 17. Tabanus platycerus. Paratype female. A. Dorsal habitus. B. Lateral habitus. C. Head, anterior view. D. Head, lateral view. E. Labels. Scale bars. A, B. 5 in Taxonomy of Tabanus trivittatus species-group (Diptera: Tabanidae), with description of five new species

FIGURE 17. Tabanus platycerus. Paratype female. A. Dorsal habitus. B. Lateral habitus. C. Head, anterior view. D. Head, lateral view. E. Labels. Scale bars. A, B. 5 mm. C, D. 1 mm.

opennotspecifiedFeb 2019View details →
zenodo32/100

FIGURES 125–126. Afroptera spp and their associated labels. 125 in Revision of the southern African genera Nemopterella Banks and Nemia Navás (Neuroptera: Nemopteridae: Nemopterinae), with descriptions of new genera and species

FIGURES 125–126. Afroptera spp and their associated labels. 125, Paratype ♂, A. parva (Tjeder); 126, Holotype ♂, A. obtusa (Tjeder). Photos: Simon van Noort (SAMC).

opennotspecifiedJul 2019View details →
zenodo32/100

Data from "Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering"

<p>Data from &quot;Label-free chemical imaging flow cytometry by high-speed multicolor stimulated Raman scattering&quot; published in PNAS.</p>

opencc-by-4.0Jul 2019View details →
zenodo32/100

FIGURES 67–72. Habitus and type labels. 67–69 in A review of the genus Oodescelis Motschulsky, 1845 (Coleoptera: Tenebrionidae Platyscelidini) from China

FIGURES 67–72. Habitus and type labels. 67–69. Habitus: 67. Oodescelis kansouensis (male); 68–69. O. lii (68. male, holotype; 69. female, paratype). 70–72. Type labels: 70. O. punctatissima emmerichi; 71. O. punctatissima punctatissima; 72. O. pyripenis.

opennotspecifiedAug 2019View details →
zenodo32/100

FIGURES 73–81. Type labels. 73 in A review of the genus Oodescelis Motschulsky, 1845 (Coleoptera: Tenebrionidae Platyscelidini) from China

FIGURES 73–81. Type labels. 73. Oodescelis acutanguloides; 74. O. kuntzeni; 75. O. brevipennis brevipennis; 76. O. affinis; 77. O. xerophila; 78. O. chinensis; 79. O. similis similis; 80. O. attenuata (= O. subattenuata); 81. O. sachtlebeni.

opennotspecifiedAug 2019View details →
zenodo32/100

FIGURES 5 and 6. Labels. Fig. 5 in Lectotype designations, taxonomic notes and new synonymy in some species of the bee genus Centris Fabricius, 1804 described by William Henry Fox (Hymenoptera: Apidae)

FIGURES 5 and 6. Labels. Fig. 5: Centris eisenii Fox, 1893 (lectotype female). Fig. 6: Centris errans Fox, 1899 (lectotype female).

opennotspecifiedJul 2019View details →
zenodo32/100

VILE: Vial Imaging and Label Extraction example image set

<p>Example images from 100 vials within the Gillies collection of Ephemeroptera at the Natural History Museum, London. Vials were imaged on a rotating stage.</p>

opencc-by-4.0Sep 2019View details →
zenodo32/100

FIGURE XVI. Habitus and its labels of the type specimens of the genus Lemula.—16, L. par Holzschuh, 1998 (Holotype: CCH); 17, L. gorodinskii gorodinskii Holzschuh, 1999 (Holotype: CCH); 18, L. gorodinskii henanica Holzschuh, 2009 (Holotype: CCH); 19, L. lata Holzschuh, 2009 (Holotype: CCH); 20, L. crucifer Shimomura, 1979 (Holotype: NSMT); 21, L. japonica Tamanuki, 1938 (Holotype: MNHH); 22, L. viridipennis Holzschuh, 1993 (Holotype: CCH). in Revision of the genus Lemula (Coleoptera, Cerambycidae, Lepturinae)

FIGURE XVI. Habitus and its labels of the type specimens of the genus Lemula.—16, L. par Holzschuh, 1998 (Holotype: CCH); 17, L. gorodinskii gorodinskii Holzschuh, 1999 (Holotype: CCH); 18, L. gorodinskii henanica Holzschuh, 2009 (Holotype: CCH); 19, L. lata Holzschuh, 2009 (Holotype: CCH); 20, L. crucifer Shimomura, 1979 (Holotype: NSMT); 21, L. japonica Tamanuki, 1938 (Holotype: MNHH); 22, L. viridipennis Holzschuh, 1993 (Holotype: CCH).

opennotspecifiedSep 2019View details →
zenodo32/100

FIGURE 6. Didymium laxifilum. a. Syntype box labels and annotations. b in Critical revision of Physarales and Reticulariales (Myxomycetes) at the Natural History Museum London (BM)

FIGURE 6. Didymium laxifilum. a. Syntype box labels and annotations. b. Sporocarps [box: BM000500877]. c. Detail of capillitium by SEM. d–h. Details of spore ornamentation by SEM. Bars: c = 5 μm, d–f = 2 μm, g–h = 1 μm.

opennotspecifiedApr 2024View details →
zenodo32/100

Fig. 1. Habitus and type specimen labels. A in A Taxonomic Review of Coastal Cafius algarum (Sharp) (Coleoptera: Staphylinidae) with Two New Synonyms and Discussion of Its Distributional Extension

Fig. 1. Habitus and type specimen labels. A) Cafius algarum, length = 5.0 mm, B) C. algarum, one of 2 syntypes, C) C. subtilis, one of 12 syntypes, D) C. aguayoi, holotype, E) Syntype labels of C. algarum, F) Syntype labels of C. subtilis, G) Holotype labels of C. aguayoi.

opennotspecifiedDec 2021View details →
zenodo32/100

Fig. 3. Type specimens and label data. A in Korean Species of Bellatheta Roubal (Coleoptera: Staphylinidae: Aleocharinae), with Two New Combinations and a New Synonym

Fig. 3. Type specimens and label data. A) Holotype of Atheta (Dimetrota) myohyangsani, ISEA, B) Holotype of A. (D.) namphoensis, ISEA.

opennotspecifiedOct 2021View details →
zenodo32/100

ਤ 2.ɹA: Ṧ֘ğĻƟȎẉƟཪḺķIJƺhĽğĻ ĵ«ỳ.B: ȎẉƟÜħḺķIJƺhĽṽ̆ỳ. Fig. 2.ɹA: Specimen label on the pedestal of this specimen. B: Label attached to the front of the pedestal. in DZŹՊŸതńffiॴଂνγd7ണṶğĻṒ =‡żϯϯḩì Canis lupus hodophilax Ḟȑ Is a Skin Specimen of bYamainu`in the Collection of the National Museum of Nature and Science, Tokyo, a Japanese wolf Canis lupus hodophilax?

ਤ 2.ɹA: Ṧ֘ğĻƟȎẉƟཪḺķIJƺhĽğĻ ĵ«ỳ.B: ȎẉƟÜħḺķIJƺhĽṽ̆ỳ. Fig. 2.ɹA: Specimen label on the pedestal of this specimen. B: Label attached to the front of the pedestal.

opennotspecifiedFeb 2024View details →
zenodo32/100

FIGURE 1. Slide labels. 1 in Revision of South African chiggers (Acariformes: Trombiculidae) originated from the collection of R.F. Lawrence, with redescriptions of nine species

FIGURE 1. Slide labels. 1, Microtrombicula homopholis, holotype; 2, Hypotrombidium subquadratum, holotype; 3, Willmannium natalense, lectotype; 4, W. natalense, paralectotype 1; 5, M. nivaria, paratype; 6, Herpetacarus (Abonnencia) alticolus, holotype; 7, H. (A.) alticolus, paratype; 8, H. (A.) alticolus, slide with topotypic specimens; 9, H. (A.) africanus, holotype; 10, H. (A.) africanus, topotypic specimen (ZIN label is on the opposite side); 11, H. (A.) longispinus, holotype; 12, H. (A.) longispinus, topotypic specimen (ZIN label is on the opposite side); 13, Ascoschoengastia rhabdomyia, slide NM 5387; 14, Riedlinia (Trombigastia) cadei, specimen NM 6544/3 (pencil inscription "/3" is mine; my identification label is on the opposite side); 15, Schoengastia pseudocordyli, slide NM 4939/1 (pencil inscriptions are mine; my identification label is on the opposite side); 16, S. scincicola, holotype; 17, S. scincicola, paratype NM 4870/2; 18, S. scincicola, paratype NHM 1957-8-12-35; 19, S. scincicola, non-type specimen (renounced paratype) NM 4870/3; 20, S. monticola, holotype; 21, S. monticola, paratype NHM 1957-8-12-34; 22, S. monticola, non-type specimen (renounced paratype) NM 4827; 23, S. monticola, specimen NM 4810/1 (pencil inscription "/1" is mine; my identification label is on the opposite side); 24, S. gerrhosauri, paratype NHM 1957-8- 12-36; 25, S. mabuyana, paratype NM 26422; 26, S. mabuyana, paratype NM 26423; 27, Microtrombicula (Microtrombicula) zumpti, specimen NM 5871/1 (pencil inscriptions are mine; my identification label is on the opposite side); 28, Neotrombicula (Anamasticula) rhodesiana, holotype.

opennotspecifiedAug 2024View details →
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FIGURES 4–7. 4. Brachmia infixa Meyrick, 1938, holotype. 4a, adult. 4b, labels. 5 in An illustrated and annotated catalogue of type specimens of Gelechiidae (Lepidoptera) in the Royal Museum for Central Africa (Tervuren, Belgium), with taxonomic changes

FIGURES 4–7. 4. Brachmia infixa Meyrick, 1938, holotype. 4a, adult. 4b, labels. 5. Helcystogramma leucopla (Meyrick, 1938), holotype, male. 5a, adult. 5b, labels. 5c, male genitalia. 5d, phallus. 6. Helcystogramma neuroplecta (Meyrick, 1938), holotype, female. 6a, adult. 6b, labels. 6c, female genitalia. 7. Helcystogramma synclepta (Meyrick, 1938), holotype, male. 7a, adult. 7b, labels. 7c, male genitalia. 7d, phallus.

opennotspecifiedAug 2024View details →
zenodo32/100

A labeled dataset of hand-captured images of restaurant receipts

<p>Photographing fiscal receipts has become increasingly common with the rise of online storage and accounting services. However, capturing images in uncontrolled environments often leads to distortions that can compromise Optical Character Recognition (OCR) techniques, rendering the output text unreadable. To address this problem, we propose an open-source expert filtering approach based on low-level features to identify and discard low-quality invoice images, select high-quality images, and flag images that require preparation prior to being processed for OCR. The dataset used in this work is an extension of the&nbsp;<a href="https://expressexpense.com/blog/free-receipt-images-ocr-machine-learning-dataset/">Express Expense SRD dataset</a>, which consists of 200 hand-photographed images of restaurant receipts. The free version of the original dataset has no OCR task labels. Since this information is needed to calculate the accuracy of the OCR and to analyze the effects of the proposed approach, we created a new version of the existing dataset with manual annotations for the receipts and also for the four corners of the documents.</p> <p>More information can be found at the following link: <a href="https://github.com/MaVILab-UFV/Filtering-Preparation-for-OCR_SIBGRAPI-2024">https://github.com/MaVILab-UFV/Filtering-Preparation-for-OCR_SIBGRAPI-2024</a></p> <p>If you use this data, please cite our paper as follows&nbsp;</p> <p>Auad, Manoela; Alves, Sarah; Kakizaki, Gabriel; Reis, Julio C. S.; Silva, Michel. A Filtering and Image Preparation Approach to Enhance OCR for Fiscal Receipts. In 37th Conference on Graphics, Patterns and Images (SIBGRAPI), 2024.</p>

opencc-by-4.0Sep 2024View details →
zenodo32/100

FIGURE 6. Label detail from GDC027277, R.C.Gunn 281 in Integrative approach resolves the taxonomy of the Ozothamnus ledifolius (Asteraceae: Gnaphaliae) species complex in Tasmania, Australia

FIGURE 6. Label detail from GDC027277, R.C.Gunn 281, the holotype of Ozothamnus purpurascens, which is annotated: "Van Dieman—mr Gunn. env.par Lindley 1834".

opennotspecifiedJul 2018View details →

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Allen Brain Atlas

Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.

allen-brain-atlas
neuroscienceopenDocumentation, web resources, and API references are available online.
Last verified 2026-04-30Open record

Annotated Behaviour and Observability Dataset (ABODe)

ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.

abode-home-cage
behavioral-neuroscienceopenThe DataShare record exposes download links for annotations, documentation, license text, and the zipped per-snippet data directory.
Last verified 2026-04-30Open record

DANDI Archive for NWB datasets

DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.

dandi-nwb
electrophysiologyopenPublished Dandiset metadata and archive endpoints are available through the production DANDI API.
Last verified 2026-04-30Open record

International Brain Laboratory public data

The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.

ibl
behavioral-neuroscienceopenPublic sessions can be searched and loaded from the IBL public data server through ONE.
Last verified 2026-04-29Open record

OpenNeuro

OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.

openneuro
neuroscienceopenPublished datasets are available on demand over the internet.
Last verified 2026-04-29Open record

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