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zenodo40/100

Dataset related to article "Performance of dual-energy subtraction in contrast-enhanced mammography for three different manufacturers: a phantom study"

<p><span>The dataset provided here contains the raw data used in the study discussed in this article. The primary objective of the study was to conduct a comparative analysis of the performance of dual energy subtraction (DES) images acquired using contrast-enhanced mammography (CEM) systems produced by three different manufacturers. The comparison, facilitated by a CEM-specific phantom, focused on the assessment of radiation dose and image quality.</span></p> <p><span>Composed of three separate CSV files, the dataset is structured as follows:</span></p> <p><span>1) "Dose-related data": This file provides exposure parameters (including A/F combination, tube voltage and exposure) and the corresponding mean glandular dose (MGD for low-energy (LE) and high-energy (HE) images. Data are given for each CEM system and automatic exposure mode (AEC).</span></p> <p><span>2) "CNR-related data": Encapsulated in this file are data extracted from the phantom DES images. These include measurements of the mean pixel value (MPV) for each iodinated contrast detail, as well as the MPV and standard deviation (SD) for the surrounding background. These data were used to calculate the contrast-to-noise ratio (CNR) for the iodinated contrast details.</span></p> <p><span>3) &ldquo;Residual CNR data&rdquo;: This file includes MPV and SD data extracted from phantom DES images, which were useful for calculating the residual CNR after cancellation of the normal background tissue by the DES algorithm.</span></p>

opencc-by-4.0Apr 2024View details →
zenodo40/100

Figures 42–46 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figures 42–46: Chamberlainium occidentale tetrasporangial anatomy. (42) Vertical section through the outer thallus showing an early stage tetrasporangial conceptacle primordium with peripheral roof development (black arrowheads) and a protective layer of epithallial cells (e) (L 3986120). Scale bar = 50 μm. (43) Vertical section through the outer thallus showing a later stage tetrasporangial conceptacle primordium with peripheral roof development (black arrowheads) and tetrasporangial (t) initials arranged peripherally around a central columella (c). Note the persisting layer of protective epithallial cells (e) (UWC 93/220). Scale bar = 50 μm. (44) Vertical section through the outer thallus showing a maturing tetrasporangial conceptacle with peripheral roof development (black arrowheads) and tetrasporangial (t) initials, peripherally arranged around a central columella (c). Note the layer of protective epithallial cells (e) (UWC 93/220). Scale bar = 50 μm. (45) Vertical section through a mature, raised tetrasporangial conceptacle showing tetrasporangia (t) with stalk cells (white arrowheads), peripherally arranged around a well-defined central columella (C). Note, the sunken and unoccluded pore opening (white arrow) (UWC 93/220). Scale bar = 100 μm. (46) Magnified view of the pore canal of a mature tetrasporangial conceptacle showing terminal, elongate initials (black arrows) that project into the pore canal as papillae and the base of the pore canal sunken (black arrowheads) into the chamber with terminal, elongate initials near the base pointing downward. Note, the sunken and unoccluded pore opening (white arrow) (UWC 93/220). Scale bar = 20 μm.

opencc-by-4.0Jan 2021View details →
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Figures 36–41 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figures 36–41: Chamberlainium occidentale gametangial anatomy. (36) Vertical section through the outer thallus showing a spermatangial conceptacle primordium with peripheral roof development (black arrows) and simple spermatangial systems (black arrowheads) confined to the conceptacle floor. Note the protective layer of epithallial cells (white arrow) (L 3986120). Scale bar = 50 μm. (37) Vertical section through a mature, raised spermatangial conceptacle showing the mucilage plug (white arrowhead) that occludes the pore opening and simple, spermatangial systems (black arrowheads) confined to the conceptacle floor (UWC 15/56). Scale bar = 50 μm. (38) Magnified view through a mature spermatangial conceptacle showing the pore canal lined with terminal, elongate initials (black arrowheads) that project into the pore canal as papillae (UWC 15/56). Scale bar = 20 μm. (39) Magnified view of a mature carpogonial conceptacle with carpogonial branches comprising a single support cell (s), a hypogynous cell (h) with sterile cell (black arrowhead), and a carpogonium (c) extended into a trichogyne (black arrows) that may project out of the pore. Note that the pore canal is lined with terminal, elongate initials (white arrows) that project into the pore canal as papillae (L 3986120). Scale bar = 20 μm. (40) Vertical section through a mature carposporangial conceptacle showing a discontinuous central fusion cell (black arrowhead) with peripherally arranged gonimoblast filaments each terminating in a carposporangium (C) (L 3986120). Scale bar = 50 μm. (41) Magnified view of the floor of a carposporangial conceptacle showing a discontinuous central fusion cell (black arrowheads) bearing a peripherally arranged gonimoblast filament (1–6) terminating in a carposporangium (C). The remains of unfertilised carpogonial branches (black arrow) persist across the dorsal surface of the central fusion cell (L 3986120). Scale bar = 20 μm.

opencc-by-4.0Jan 2021View details →
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Figures 26–30 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figures 26–30: Chamberlainium glebosum tetrasporangial anatomy. (26) Vertical section through the outer thallus showing an early stage tetrasporangial conceptacle primordium with peripherally arranged tetrasporangial initials (black arrowheads) and a protective layer of epithallial cells (black arrow) (UWC 15/17). Scale bar = 50 μm. (27) Vertical section through the outer thallus showing a later stage tetrasporangial conceptacle primordium with peripheral roof development (black arrowheads) with a developing central columella (white arrowhead). Note the persisting layer of protective epithallial cells (black arrow) (UWC 15/17). Scale bar = 50 μm. (28) Vertical section through a maturing tetrasporangial conceptacle showing tetrasporangial initials (t) arranged peripherally around a central columella (between white arrowheads). Note the layer of protective epithallial cells (black arrow) being shed (L 3986123). Scale bar = 50 μm. (29) Vertical section through a mature, raised tetrasporangial conceptacle showing tetrasporangia (t) with stalk cells (white arrowheads), peripherally arranged around a well-defined central columella (C). Note the base of the pore canal sunken into the chamber with terminal, elongate initials near the base pointing downward (black arrowheads) (UWC 15/55). Scale bar = 100 μm. (30) Magnified view of the pore canal of a mature tetrasporangial conceptacle showing terminal, elongate initials (black arrows) that project into the pore canal as papillae and the base of the pore canal sunken (black arrowheads) into the chamber with terminal, elongate initials near the base pointing downward (UWC 15/55). Scale bar = 20 μm.

opencc-by-4.0Jan 2021View details →
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Figures 24–25 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figures 24–25: Vertical section through the outer thallus showing spermatangial conceptacle primordium with peripheral roof development (black arrows) and simple spermatangial systems (black arrowheads) confined to the conceptacle floor. Note the protective layer of epithallial cells (white arrow). Scale bar = 50 μm. Vertical section through the outer thallus showing a mature, raised spermatangial conceptacle with the mucilage plug (white arrow) that occludes the pore opening and simple, spermatangial systems (white arrowheads) confined to the conceptacle floor. Note that the pore canal is lined with terminal, elongate initials (black arrowheads) that project into the pore canal as papillae. Scale bar = 50 μm.

opencc-by-4.0Jan 2021View details →
zenodo40/100

Figure 1 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figure 1: Map of South Africa (gray shade), with an inset of False Bay, showing the coastal provinces, the biogeographic marine provinces and the approximate locations of collecting sites (● = Chamberlainium capense, ■ = C. glebosum,: = C. occidentale).

opencc-by-4.0Jan 2021View details →
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Figures 7–11 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figures 7–11: Chamberlainium capense habit and vegetative anatomy. (7) Rock fragment showing holotype specimen (white arrow) (L 3986119, tetrasporangial). Scale bar = 20 mm. (8) Encrusting to variably lumpy and slightly protuberant, epilithic thalli showing crusts abutting and easily discernible. Scale bar = 10 mm. (9) Vertical section through the margin (black arrow) showing the monomerous thallus construction with plumose medulla (M) giving rise to cortical filaments (C) that terminate in a single layer of epithallial cells (black arrowhead) (UWC 16/17). Scale bar = 50 μm. (10) Vertical section of the inner thallus showing cell fusions (f) between adjacent medullary filaments (UWC 16/17). Scale bar = 20 μm. (11) Vertical section of the outer thallus showing a single layer of epithallial cells (e) subtended by a layer of subepithallial initials (i). Note the paired, bottle-shaped trichocytes (t) (UWC 16/24). Scale bar = 20 μm.

opencc-by-4.0Jan 2021View details →
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Figures 4–6 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figures 4–6: Habit photographs of Chamberlainium capense, C. glebosum and C. occidentale. (4) Chamberlainium capense is moderately thick to mostly lumpy and only slightly protuberant. Scale bar = 20 mm. (5) Chamberlainium glebosum is thick, very lumpy and highly protuberant. Scale bar = 20 mm. (6) Chamberlainium occidentale is morphologically highly variable, occurring as thin encrusting (smooth) to thick warty (mostly) to lumpy plants, and are only slightly protuberant. Scale bar = 30 mm.

opencc-by-4.0Jan 2021View details →
zenodo40/100

Figures 15–18 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figures 15–18: Chamberlainium capense tetrasporangial anatomy. (15) Vertical section through the outer thallus showing a later stage tetrasporangial conceptacle primordium with peripheral roof development (black arrowheads) and tetrasporangial initials (t) arranged peripherally around a central columella (c). Note the persisting layer of protective epithallial cells (black arrow) (L 3986119). Scale bar = 50 μm. (16) Vertical section through a mature, raised tetrasporangial conceptacle showing tetrasporangia (t) with a stalk cell (black arrowhead), peripherally arranged around a well-defined central columella (C). Note the remains of a corona (white arrow) that surrounds the pore opening (L 3986119). Scale bar = 50 μm. (17) Vertical section through a mature raised tetrasporangial conceptacle showing tetrasporangia (t) with stalk cells (black arrowheads), appearing to be arranged across the chamber floor as the columella (c) has disintegrated. Note the absence of the corona (white arrow) (UWC 16/09). Scale bar = 50 μm. (18) Magnified view of the pore canal of a mature tetrasporangial conceptacle showing the base of the pore canal sunken (black arrowheads) into the chamber with terminal, elongate initials near the base pointing downward (black arrows) and the remains of a corona (white arrow) that surrounds and occludes the pore opening. (L 3986119). Scale bar = 20 μm.

opencc-by-4.0Jan 2021View details →
zenodo40/100

Figures 12–14 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figures 12–14: Chamberlainium capense spermatangial anatomy (UWC 16/21). (12) Vertical section through the outer thallus showing a spermatangial conceptacle primordium with peripheral roof development (black arrows) and simple, spermatangial systems (black arrowheads) confined to the conceptacle floor. Note the protective layer of epithallial cells (white arrow). Scale bar = 50 μm. (13) Vertical section through a mature, raised spermatangial conceptacle showing the mucilage plug (white arrowhead) that occludes the pore opening and simple, spermatangial systems (black arrowheads) confined to the conceptacle floor. Scale bar = 50 μm. (14) Magnified view through a mature spermatangial conceptacle showing the mucilage plug (white arrowhead) that occludes the pore opening and simple, spermatangial systems (black arrowheads) confined to the conceptacle floor. Note that the pore canal is lined with terminal, elongate initials (black arrows) that project into the pore canal as papillae. Scale bar = 20 μm.

opencc-by-4.0Jan 2021View details →
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Figure 3 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figure 3: Bayesian inference tree based on rbcL sequences. Species with sequenced type/'topotype' material are highlighted in bold. Generitype species within Corallinales are identified by a star (+). Species names are followed by their GenBank accession number and their geographic location, including ocean basin where needed. Numbers in brackets, following the GenBank accession numbers, are the total number of identical sequences. Bootstrap support (BS) and Bayesian posterior probability (BPP) values are provided at branch nodes. BS and BPP values = 100 % and = 1 respectively, are denoted by an asterisk (*); BS and BPP values &lt;75 % and &lt;0.75 respectively. Atl = Atlantic Ocean, Ind = Indian Ocean, Med = Mediterranean, Pac = Pacific Ocean.

opencc-by-4.0Jan 2021View details →
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Figure 2 in DNA sequencing reveals three new species of Chamberlainium (Corallinales, Rhodophyta) from South Africa, all formerly passing under Spongites yendoi

Figure 2: Maximum likelihood tree based on psbA sequences. Species with sequenced type/'topotype' material are highlighted in bold. Generitype species and molecular references for generitype species within the Corallinales are identified by a star (+). Species names are followed by their GenBank accession number and their geographic location, including ocean basin where needed. Numbers in brackets, following the GenBank accession numbers, are the total number of identical sequences. Bootstrap support (BS) and Bayesian posterior probability (BPP) values are provided at branch nodes. BS and BPP values = 100% and = 1 respectively, are denoted by an asterisk (*); BS and BPP values &lt;75 % and &lt;0.75 respectively, are not shown. Atl = Atlantic Ocean, Ind = Indian Ocean, Med = Mediterranean, Nam = Namibia, NZ = New Zealand, Pac = Pacific Ocean.

opencc-by-4.0Jan 2021View details →
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Figure 3 in Three new Trachyuropoda (Acari: Uropodina: Trachyuropodidae) species from the Neotropical region

Figure 3. Trachyuropoda darwini sp. nov.: a) intercoxal area of male; b) dorsal view of deutonymph; c) marginal and dorsal setae; d) ventral view of deutonymph.

opencc-by-4.0Dec 2012View details →
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Figure 6 in Three new Trachyuropoda (Acari: Uropodina: Trachyuropodidae) species from the Neotropical region

Figure 6. Trachyuropoda bali sp. nov. female: a) dorsal view; b) L-shaped, strongly sclerotized dorsal groove with dorsal setae and ornamentation; c) ventral view; d) anal region, ventral setae, and ornamentation; e) tritosternum; f) ventral view of gnathosoma; g) epistome; h) chelicera.

opencc-by-4.0Dec 2012View details →
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Figure 2 in Three new Trachyuropoda (Acari: Uropodina: Trachyuropodidae) species from the Neotropical region

Figure 2. Trachyuropoda darwini sp. nov. female: a) tritosternum; b) ventral view of gnathosoma; c) epistome.

opencc-by-4.0Dec 2012View details →
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Figure 1 in Three new Trachyuropoda (Acari: Uropodina: Trachyuropodidae) species from the Neotropical region

Figure 1. Trachyuropoda darwini sp. nov. female: a) dorsal view; b) T-shaped dorsal setae; c) funnel-shaped pits with setae; d) marginal setae; e) ventral view.

opencc-by-4.0Dec 2012View details →
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Figure 5 in Three new Trachyuropoda (Acari: Uropodina: Trachyuropodidae) species from the Neotropical region

Figure 5. Trachyuropoda darwini sp. nov. deutonymph: a) dorsal view; b) ventral view of gnathosomal area.

opencc-by-4.0Dec 2012View details →
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Figure 4 in Three new Trachyuropoda (Acari: Uropodina: Trachyuropodidae) species from the Neotropical region

Figure 4. Trachyuropoda darwini sp. nov. female: a) dorsal view; b-c) funnel-shaped pits; d) ventral view of body; e) ventral view of gnathosomal area.

opencc-by-4.0Dec 2012View details →
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Fig. 5 in On three species of Plexippoides Prószyński, 1984 from Southwest, China (Araneae: Salticidae)

Fig. 5. Male palp of Plexippoides qiui sp. nov., holotype (TRU-JS 0716). A. Prolateral view. B. Ventral view. C. Retrolateral view. Abbreviations: see Material and methods. Scale bars = 0.1 mm.

opencc-by-4.0Oct 2024View details →
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Fig. 6 in On three species of Plexippoides Prószyński, 1984 from Southwest, China (Araneae: Salticidae)

Fig. 6. Plexippoides qiui sp. nov., female paratypes and male holotype. A, C, J. Paratype, ♀ (TRU-JS 0720). B, D, G, K. Paratype, ♀ (TRU-JS 0719). E–F, H–I. Holotype, ♂ (TRU-JS 0716). A–B. Epigyne, ventral view. C–D. Vulva, dorsal view. E–G. Habitus. E, G. Dorsal view. F. Ventral view. H. Carapace, frontal view. I. Chelicera, posterior view. J–K. Path of copulatory duct, dorsal view. Abbreviations: see Material and methods. Scale bars: A–D, I = 0.1 mm; E–H = 0.5 mm.

opencc-by-4.0Oct 2024View 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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