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431 results for “register”

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zenodo36/100

Novel Pixelwise Co-Registered Hematoxylin-Eosin and Multiphoton Microscopy Image Dataset for Human Colon Lesion Diagnosis

<p><strong>General Description:</strong></p> <p>The dataset consists of a set of 50 samples of lesions obtained by colonoscopies and colectomies carried out between the years 2012 and 2017 at at Digestive Service at OSI Bilbao Basurto. These are 24 malignant neoplasms (adenocarcinoma), 19 preneoplastic lesions (adenoma) and 2 hyperplasia and 5 healthy tissues, obtained from 24 men and 19 women. The samples were diagnosed by the Pathological Anatomy Department at OSI Bilbao Basurto and the FFPE (Formalin-Fixed Paraffin-Embedded) blocks were stored in the Basque Biobank. All the samples were processed after signing Informed Consent and following standard operation procedures. The samples were scanned using a multiphoton microscope (Lens, Florence, Italy) both for multi-photon fluorescence (MPM) and second harmonic generation (SHG) and later stained with H&amp;E (Hematoxylin &amp; Eosin).</p> <p>The different image modalities were reconstructed and corregistered by performing non-rigid deformation (Tecnalia, Bilbao, Spain) allowing pixel correspondence among the different modalities. Pathologists from Basurto Hospital manually labeled the regions where the lession is present. Scale of current dataset is 0.5um/px.</p> <p><strong>Technical Details:</strong></p> <p>On the data_info.csv information for each sample is included:<br> - SAMPLE_ID: Includes the tag &quot;PICCOLO_XX_YY&quot;, where XX stands for the patient ID number and YY to the lesion suffix ID.<br> - LESION_ID: The lesion is classified as healthy, hyperplasia, benign neoplasia, and malign neoplasia.<br> - HISTOLOGICAL ANALYSIS: It includes informative test about the lesion.<br> - GRADE: In the case for malign neoplasia universal grading system grade is included.</p>

opencc-by-4.0Feb 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. HTML

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. HTML</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. VEDA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. VEDA</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. BRĀHMAṆA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. BRĀHMAṆA</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. UPANIṢAD

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. UPANIṢAD</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. MAHĀBHĀRATA [EXTRACTS]

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. MAHĀBHĀRATA [EXTRACTS]</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. MAHĀBHĀRATA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. MAHĀBHĀRATA</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. RĀMĀYAṆA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. RĀMĀYAṆA</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. ŚRAUTA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. ŚRAUTA.</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. GṚHYA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. GṚHYA</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. PARIŚIṢTA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. PARIŚIṢTA</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. PURĀṆA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. PURĀṆA</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. PRATISAKHYA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. PRATISAKHYA</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. POETRY

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. POETRY</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. BUDDHIST PHILOSOPHY

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. BUDDHIST PHILOSOPHY</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. VAIṢṆAVA LITERATURE

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. VAIṢṆAVA LITERATURE</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. JAINA LITERATURE

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. JAINA&nbsp;LITERATURE</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. ADVAITA

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. ADVAITA</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. BUDDHIST LITERATURE

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. BUDDHIST LITERATURE</p>

opencc-by-4.0Apr 2022View details →
zenodo36/100

GRETIL - Göttingen Register of Electronic Texts in Indian Languages. ŚAIVA LITERATURE

<p>GRETIL - G&ouml;ttingen Register of Electronic Texts in Indian Languages. ŚAIVA LITERATURE</p>

opencc-by-4.0Apr 2022View details →

ScienceDex guides

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These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.

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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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