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zenodo32/100

FIG. 4 in Ultrasound-based prediction of preoperative core biopsy categories in solid breast tumor using machine learning.

FIG. 4. Influence of treatments on metamorph responses. (A) Proportion of Northern Leopard Frog tadpoles exposed to pesticide treatments (control, atrazine, Bti) and parasite treatments (absent, present) that survived to metamorphosis. (B) Larval period of Northern Leopard Frogs exposed to pesticide treatments (control, atrazine, Bti) and parasite treatments (absent, present). (C) Mass at metamorphosis of Northern Leopard Frogs exposed to pesticide treatments (control, atrazine, Bti) and parasite treatments (absent, present). Plotted values are means ± 1 SE.

opennotspecifiedJul 2021View details →
zenodo32/100

FIG. 3 in Ultrasound-based prediction of preoperative core biopsy categories in solid breast tumor using machine learning.

FIG. 3. Influence of pesticide treatment on the proportion of metamorphs with deformities. Proportion of parasitized Northern Leopard Frog metamorphs with deformities exposed to pesticide treatments (control, atrazine, Bti). Plotted values are means ± 1 SE. The gray points indicate proportion of metamorphs deformed within each mesocosm.

opennotspecifiedJul 2021View details →
zenodo32/100

FIG. 1 in Ultrasound-based prediction of preoperative core biopsy categories in solid breast tumor using machine learning.

FIG. 1. Effects of parasites on tadpole responses. Mass and Gosner developmental stage for Northern Leopard Frog tadpoles exposed to different parasite treatments (absent, present) for 7 wk. Plotted values are means ± 1 SE.

opennotspecifiedJul 2021View details →
dryad28/100

Data from: Quantitative analysis of connectivity in populations of a semi-aquatic mammal using kinship categories and network assortativity

Analyzing the impact of anthropogenic and natural river barriers on the dispersal of aquatic and semi-aquatic species may be critical for their conservation, but no adequate genetic methods have been developed for quantifying the effect of specific barriers on current connectivity. Knowledge of kinship relationships between individuals and reconstructions of pedigrees obtained using genomic data can be extremely useful, not only for studying the social organization of animals, but also inferring how the last few generations of offspring have dispersed. In this study, we used kinship data to analyze connectivity patterns in a small semi-aquatic mammal, the Pyrenean desman, in an area comprising two river systems with close headwaters and dams of various sizes. Using a large SNP dataset from 70 specimens, we obtained kinship categories and reconstructed pedigrees. To quantify the barrier effect of specific obstacles, we constructed kinship networks and devised a method based on the assortativity coefficient, which measures the proportion between observed and expected kinship relationships across a barrier. The estimation of this parameter enabled us to infer that the most important barrier in the area was the watershed divide between the rivers, followed by a dam on one of the rivers. Other barriers did not significantly reduce the expected number of kinship relationships across them. This strategy and the information obtained with it may be crucial in determining the most important connectivity problems in an area and help develop conservation plans aimed at improving genetic exchange between populations of threatened species.

opencc-zeroDec 2017View details →
zenodo28/100

Figure 5 from: Radea C, Parmakelis A, Papadogiannis V, Charou D, Triantis K (2013) The hydrobioid freshwater gastropods (Caenogastropoda, Truncatelloidea) of Greece: new records, taxonomic re-assessments using DNA sequence data and an update of the IUCN Red List Categories. ZooKeys 350: 1-20. https://doi.org/10.3897/zookeys.350.6001

Figure 5 - A Pseudamnicola negropontina B Pseudamnicola macrostoma. The first whorls of the shells of Pseudamnicola negropontina wereheavily encrusted with epibionts. Scale bar 1 mm.

opencc-by-4.0Nov 2013View details →
zenodo28/100

Figure 2 from: Radea C, Parmakelis A, Papadogiannis V, Charou D, Triantis K (2013) The hydrobioid freshwater gastropods (Caenogastropoda, Truncatelloidea) of Greece: new records, taxonomic re-assessments using DNA sequence data and an update of the IUCN Red List Categories. ZooKeys 350: 1-20. https://doi.org/10.3897/zookeys.350.6001

Figure 2 - Sampling localities. A Ag. Sophia, Aitoloakarnania B Olympos, Karpathos C Stoupaioi, Evvoia D Peraia, Lake Vegorritis E Megali Vrysi, Argolida. The arrows point the exact site where the specimens were found.

opencc-by-4.0Nov 2013View details →
zenodo28/100

Figure 4 from: Radea C, Parmakelis A, Papadogiannis V, Charou D, Triantis K (2013) The hydrobioid freshwater gastropods (Caenogastropoda, Truncatelloidea) of Greece: new records, taxonomic re-assessments using DNA sequence data and an update of the IUCN Red List Categories. ZooKeys 350: 1-20. https://doi.org/10.3897/zookeys.350.6001

Figure 4 - Graecoanatolica vegorriticola A Krya spring, Voiotia B Pigi Chariton, Voiotia C Lake Vegorritis, Pella. Scale bar 1 mm.

opencc-by-4.0Nov 2013View details →
zenodo28/100

Figure 1 from: Radea C, Parmakelis A, Papadogiannis V, Charou D, Triantis K (2013) The hydrobioid freshwater gastropods (Caenogastropoda, Truncatelloidea) of Greece: new records, taxonomic re-assessments using DNA sequence data and an update of the IUCN Red List Categories. ZooKeys 350: 1-20. https://doi.org/10.3897/zookeys.350.6001

Figure 1 - Map showing the administrative units of Greece where "hydrobioid" localities were sampled during the fieldwork of this study.

opencc-by-4.0Nov 2013View details →
zenodo28/100

Figure 3 from: Radea C, Parmakelis A, Papadogiannis V, Charou D, Triantis K (2013) The hydrobioid freshwater gastropods (Caenogastropoda, Truncatelloidea) of Greece: new records, taxonomic re-assessments using DNA sequence data and an update of the IUCN Red List Categories. ZooKeys 350: 1-20. https://doi.org/10.3897/zookeys.350.6001

Figure 3 - Hydrobioids collectedduring the survey in mainland and insular Greece. A Daphniola exigua (dorsal and ventral view) B Isimerope semele (dorsal and ventral view, Megali Vrysi) C Pseudoislamia balcanica (dorsal and ventral view, Ag. Sophia) D Pseudamnicola pieperi (Olympos) E Radomaniola cf. curta (spring of Louros river) F Radomaniola cf. curta (Ag. Sophia spring) G Trichonia trichonica H Pseudobithynia eubooensis. Scale bar 1 mm.

opencc-by-4.0Nov 2013View details →
dryad28/100

Data from: Quantitative analysis of connectivity in populations of a semi-aquatic mammal using kinship categories and network assortativity

Open the record for dataset details and reuse information.

publicDec 2018View details →
geo24/100

HER2 FISH results in breast cancers with increased CEN17 signals using alternative chromosome 17 probes - reclassifying cases in the equivocal category.

GEO Series GSE86305. Homo sapiens. 12 samples. Type: Genome variation profiling by genome tiling array.

openGEO-OpenJan 2017View 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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Your academic CV and NIH biosketch

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