cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.25346/s6/7hguo3/pt7ipc
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=1259_K=0.387.mat
DOI: 10.25346/s6/7hguo3/qicdap
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=5_K=0.873.mat
DOI: 10.25346/s6/7hguo3/jsqsr6
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=1995_K=1.311.mat
DOI: 10.25346/s6/7hguo3/8n63sw
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=3981_K=0.582.mat
DOI: 10.25346/s6/7hguo3/mxotnd
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=4_K=0.387.mat
DOI: 10.25346/s6/7hguo3/qttkd7
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=13_K=0.387.mat
DOI: 10.25346/s6/7hguo3/gbg0lz
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=501_K=0.023.mat
DOI: 10.15468/dl.vqwsu5
title: Occurrence Download

description: A dataset containing 84392 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen)",
 "Country is United States of America",
 "TaxonKey is Falco sparverius Linnaeus, 1758"
 ]
}

 The dataset includes 84392 records from 116 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044576-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.26431984.v3
title: Raw behavioral data and functional imaging data.xlsx

description: Supplementary info
DOI: 10.25346/s6/7hguo3/d0mmzk
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=5012_K=0.258.mat
DOI: 10.25346/s6/7hguo3/jbx1ip
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=1_K=4.437.mat
DOI: 10.25346/s6/7hguo3/rr0fl7
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=79_K=0.051.mat
DOI: 10.25346/s6/7hguo3/cmkv2o
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=3_K=0.015.mat
DOI: 10.15468/dl.cq2zve
title: Occurrence Download

description: A dataset containing 2473 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is one of (Observation, Specimen)",
 "Country is Mexico",
 "TaxonKey is Falco sparverius Linnaeus, 1758"
 ]
}

 The dataset includes 2473 records from 62 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044580-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25346/s6/7hguo3/nuahcu
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=100_K=0.076.mat
DOI: 10.25346/s6/7hguo3/agczt7
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=63_K=0.034.mat
DOI: 10.25346/s6/7hguo3/5tp3zq
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=2_K=0.015.mat
DOI: 10.25346/s6/7hguo3/r6qp9z
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=4_K=0.051.mat
DOI: 10.25346/s6/7hguo3/zaygho
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=398_K=0.258.mat
DOI: 10.25346/s6/7hguo3/apywqh
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=1259_K=6.661.mat
DOI: 10.25346/s6/7hguo3/rzr7i1
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=8_K=0.172.mat
DOI: 10.25346/s6/7hguo3/ws9sa1
title: SMOOTH_Growing_PSD_Peaks_Data_Threshold=0.2_Ratio=1.2_Mu=5_K=0.023.mat
DOI: 10.15468/dl.2edwvs
title: Occurrence Download

description: A dataset containing 1052 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "and" : [
 "HasGeospatialIssue is false",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 }
 ]
 },
 "TaxonKey is Combretum zeyheri Sond."
 ]
}

 The dataset includes 1052 records from 42 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0044581-240626123714530/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/xncs-at13
title: "Finance news from Yahoo Finance 2024\/2025"

description: "This work presents a financial news database collected from the Yahoo Finance platform. The dataset contains news articles in Brazilian Portuguese related to various companies, along with labels indicating the sentiment of each article. The sentiment is categorized as -1 for negative, 0 for neutral, and 1 for positive. These labels were assigned based on the impact of the news on the company's stock, as indicated by Yahoo Finance. The main goal of this dataset is to provide useful information for training and evaluating sentiment analysis models focused on financial news."
DOI: 10.15468/dl.pqhe2w
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium exiguum var. constrictum (Grunow) N.A.Andresen, E.F.Stoermer & R.G.Kreis, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.6372 -28.0032,16.2782 -28.5786,20.509 -28.5786,20.509 -24.0715,15.4933 -24.0715,15.4945 -24.1257,16.0509 -25.6631,15.6372 -28.0032))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064124-250525065834625/datasets/export for details.
DOI: 10.15468/dl.k3z73q
title: Occurrence Download

description: A dataset containing 9 species occurrences available in GBIF matching the query:
{
 "and" : [
 "GadmGid is CHN.6.4_1",
 "TaxonKey is Geokichla sibirica (Pallas, 1776)"
 ]
}

 The dataset includes 9 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064123-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.15717884
title: Low-Luminosity Type IIP Supernovae from the Zwicky Transient Facility Census of the Local Universe. II: Lightcurve Analysis
DOI: 10.6084/m9.figshare.29379125
title: Transcriptomic data and differential expression results of flow-resistant and non-resistant large yellow croaker

description: This dataset includes the results of RNA-seq-based differential gene expression analyses of flow-resistant and non-resistant large yellow croakers (Larimichthys crocea). It contains raw count matrices, DEG results, GO/KEGG enrichment tables, and gene annotations. These data support the findings of the associated research manuscript.
DOI: 10.6084/m9.figshare.29379125.v1
title: Transcriptomic data and differential expression results of flow-resistant and non-resistant large yellow croaker

description: This dataset includes the results of RNA-seq-based differential gene expression analyses of flow-resistant and non-resistant large yellow croakers (Larimichthys crocea). It contains raw count matrices, DEG results, GO/KEGG enrichment tables, and gene annotations. These data support the findings of the associated research manuscript.
DOI: 10.6084/m9.figshare.24850815
title: No item

description: No Description
DOI: 10.6084/m9.figshare.24850815.v4
title: No item

description: No Description
DOI: 10.6084/m9.figshare.24850815.v3
title: Genome assembly and annotation of <i>Gracilariopsis lemaneiformis</i>

description: The genome assembly and annotation of <i>Gracilariopsis lemaneiformis.</i>
DOI: 10.6084/m9.figshare.29367305.v5
title: Syllogistic reasoning pdf v1-2-3-4 NEW

description: Logic and being
DOI: 10.7910/dvn/szjewd
title: MA_MI_functional_classification

description: To provide the output data used in the analysis (Location Quotients, percent distribution, Z scores) and the output results (functional class, functional specialty) for Metro/Micro Areas
DOI: 10.15468/dl.7bxm9u
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium exiguum var. constrictum (Grunow) N.A.Andresen, E.F.Stoermer & R.G.Kreis, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((15.4784 -23.4046,15.4933 -24.0715,20.509 -24.0715,20.509 -24.0455,20.0952 -23.5072,19.9968 -23.017,19.7843 -22.5405,19.1988 -21.8785,18.5972 -21.5447,17.8859 -21.3993,17.1626 -21.4805,16.5332 -21.7596,16.1257 -22.0882,15.8234 -22.4662,15.606 -22.8993,15.4784 -23.4046))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064125-250525065834625/datasets/export for details.
DOI: 10.15468/dl.7qb6ed
title: Occurrence Download

description: A dataset containing 155 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "OccurrenceStatus is Present",
 "TaxonKey is Puccinia coronata Corda"
 ]
}

 The dataset includes 155 records from 17 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064126-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.38py3t
title: Occurrence Download

description: A dataset containing 464027 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Herbarium of Taiwan Forestry Research Institute"
 ]
}

 The dataset includes 464027 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064118-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.bsdtnf
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium exiguum var. constrictum (Grunow) N.A.Andresen, E.F.Stoermer & R.G.Kreis, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -28.5786,20.509 -28.5786,20.509 -32.9007,25.5395 -32.9007,25.5395 -28.5786))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064127-250525065834625/datasets/export for details.
DOI: 10.5281/zenodo.14920043
title: data for fungal regulatory networks

description: promoter_rh_sequences.tar.gz file includes all of the orthologous promoter sets for the 4 reference species. promoter_rh_supp_data.tar.gz contains files for visualization of the representations (javatreeview) and the learned motifs (MEME format, TomTom comparisons with JASPAR fungi and cis-bp2.0)

Also included are plain text tab delimited files of the 4 representations, as well as examples of the html TomTom output (these may take a moment to load in your browser).
DOI: 10.5281/zenodo.15717872
title: data for fungal regulatory networks

description: promoter_rh_sequences.tar.gz file includes all of the orthologous promoter sets for the 4 reference species. promoter_rh_supp_data.tar.gz contains files for visualization of the representations (javatreeview) and the learned motifs (MEME format, TomTom comparisons with JASPAR fungi and cis-bp2.0)

Also included are plain text tab delimited files of the 4 representations, as well as examples of the html TomTom output (these may take a moment to load in your browser).
DOI: 10.15468/dl.fk8n5m
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium exiguum var. constrictum (Grunow) N.A.Andresen, E.F.Stoermer & R.G.Kreis, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.7576 -24.3688,20.529 -24.0715,20.509 -24.0715,20.509 -28.5786,25.5395 -28.5786,25.5395 -24.0715,25.1306 -24.0715,24.9333 -24.4571,23.8962 -24.2467,22.8065 -24.295,22.3719 -24.7207,22.2323 -25.547,22.0387 -25.7188,21.7833 -25.7784,21.5388 -25.7113,21.3553 -25.5415,20.7576 -24.3688))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064128-250525065834625/datasets/export for details.
DOI: 10.15468/dl.sby98r
title: Occurrence Download

description: A dataset containing 1681 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is Indonesia",
 "OccurrenceStatus is Present",
 "TaxonKey is Prunus L."
 ]
}

 The dataset includes 1681 records from 29 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064129-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.57760/sciencedb.26844
title: Molecular Barcode Dataset of Chiroptera in Guangdong Province
title: 广东省翼手目物种分子条形码数据库

description: As of July 2024, Guangdong Province had recorded 61 species of Chiroptera across 8 families and 24 genera. In this study, specimens were identified, organized, and screened through morphological and morphometric analyses, as well as molecular barcoding techniques. The final molecular dataset of Chiroptera in Guangdong includes 55 species from 8 families and 22 genera .Controversial species, such as Pipistrellus ceylonicus, were omitted from the dataset due to a lack of reliable reference data. Ultimately, 130 samples were selected for dataset construction. Through DNA extraction and Sanger sequencing, this study successfully amplified 119 Cytb gene sequences and 117 COI gene sequences.
description: As of July 2024, Guangdong Province had recorded 61 species of Chiroptera across 8 families and 24 genera. In this study, specimens were identified, organized, and screened through morphological and morphometric analyses, as well as molecular barcoding techniques. The final molecular dataset of Chiroptera in Guangdong includes 55 species from 8 families and 22 genera .Controversial species, such as Pipistrellus ceylonicus, were omitted from the dataset due to a lack of reliable reference data. Ultimately, 130 samples were selected for dataset construction. Through DNA extraction and Sanger sequencing, this study successfully amplified 119 Cytb gene sequences and 117 COI gene sequences.
DOI: 10.15468/dl.wvfwp8
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium exiguum var. constrictum (Grunow) N.A.Andresen, E.F.Stoermer & R.G.Kreis, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.529 -24.0715,20.509 -24.0455,20.509 -24.0715,20.529 -24.0715))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064132-250525065834625/datasets/export for details.
DOI: 10.15468/dl.vgz9qz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium exiguum var. constrictum (Grunow) N.A.Andresen, E.F.Stoermer & R.G.Kreis, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((25.5395 -23.2724,25.1306 -24.0715,25.5395 -24.0715,25.5395 -23.2724))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064134-250525065834625/datasets/export for details.
DOI: 10.15468/dl.wanejw
title: Occurrence Download

description: A dataset containing 7688 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Achillea setacea Waldst. & Kit."
 ]
}

 The dataset includes 7688 records from 230 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064133-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xezdqg
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium exiguum var. constrictum (Grunow) N.A.Andresen, E.F.Stoermer & R.G.Kreis, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((20.2855 -34.7533,20.509 -34.5676,20.509 -32.9007,17.7723 -32.9007,17.8156 -33.0786,18.3471 -33.7176,18.3748 -33.8287,18.2181 -34.0492,18.3197 -34.3408,18.4452 -34.429,18.5435 -34.4213,18.5872 -34.3667,18.5363 -34.167,18.7345 -34.1508,18.7216 -34.3637,18.7808 -34.4521,19.0289 -34.4206,19.0831 -34.4835,19.2655 -34.5017,19.2032 -34.6157,19.2394 -34.6926,19.375 -34.6963,19.6091 -34.8524,19.8251 -34.8396,19.9798 -34.9064,20.1081 -34.8731,20.1517 -34.7847,20.2855 -34.7533))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064135-250525065834625/datasets/export for details.
DOI: 10.21227/hrcb-tm55
title: "Imaging the Lower Ionosphere Using Network Measurements of VLF Transmitter Signals and a Particle Filter Algorithm"

description: "Dataset of manuscript \"imaging the Lower lonosphere Using Network Measurements of VlF Transmiter signals and a Particle filter Algorithm\"."
DOI: 10.5281/zenodo.15717887
title: Impact of AH on MFBE
DOI: 10.15468/dl.bkzj2p
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium exiguum var. constrictum (Grunow) N.A.Andresen, E.F.Stoermer & R.G.Kreis, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.628 -23.023,35.6007 -22.9702,35.6007 -23.165,35.628 -23.023))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064136-250525065834625/datasets/export for details.
DOI: 10.15468/dl.bhuvrf
title: Occurrence Download

description: A dataset containing 46 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Echiniscus viridissimus Péterfi, 1956"
 ]
}

 The dataset includes 46 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064138-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.6084/m9.figshare.28722164.v1
title: MM5: Multimodal Image Dataset

description: The MM5 dataset is a comprehensive multimodal dataset capturing RGB, Depth, Thermal (LWIR), Ultraviolet (UV), and Near-Infrared (NIR) images. It is designed for advanced multimodal research, providing diverse modalities, annotated data, and carefully calibrated and aligned images.For additional scripts, documentation, and usage examples, please visit our GitHub repository: https://github.com/martinbrennernz/MM5-Dataset
DOI: 10.5281/zenodo.15549626
title: A Clinical Image Dataset for AI-Based Segmentation of Three Oral Diseases

description: The rapid progress of deep learning has significantly improved AI-aided medical diagnosis, where model performance critically relies on high-quality annotated datasets. Regrettably, such datasets remain scarce for oral diseases due to obstacles in standardized data collection and expert annotation. To mitigate this gap, we introduce a comprehensive dataset named OralTriD, encompassing 808 high-resolution clinical images covering three prevalent oral diseases: oral lichen planus, oral leukoplakia and oral benign ulcers. The dataset comprises images annotated by board-certified dental specialists, providing diagnostic classifications and precise pixel-level lesion segmentation masks. The dataset captures a diverse range of clinical manifestations across disease stages and anatomical sites, with balanced representation of all pathological categories. Benchmark evaluations employing five state-of-the-art deep learning models demonstrate the dataset’s efficacy, achieving a Dice coefficient of 0.7947 for segmentation tasks and a classification accuracy of 96.0%. This resource supports development of robust AI tools for simultaneous lesion localization and disease identification, while serving as a standardized benchmark for oral healthcare research.
DOI: 10.5281/zenodo.15702341
title: A Clinical Image Dataset for AI-Based Segmentation of Three Oral Diseases

description: The rapid progress of deep learning has significantly improved AI-aided medical diagnosis, where model performance critically relies on high-quality annotated datasets. Regrettably, such datasets remain scarce for oral diseases due to obstacles in standardized data collection and expert annotation. To mitigate this gap, we introduce a comprehensive dataset named OralTriD, encompassing 808 high-resolution clinical images covering three prevalent oral diseases: oral lichen planus, oral leukoplakia and oral benign ulcers. The dataset comprises images annotated by board-certified dental specialists, providing diagnostic classifications and precise pixel-level lesion segmentation masks. The dataset captures a diverse range of clinical manifestations across disease stages and anatomical sites, with balanced representation of all pathological categories. Benchmark evaluations employing five state-of-the-art deep learning models demonstrate the dataset’s efficacy, achieving a Dice coefficient of 0.7947 for segmentation tasks and a classification accuracy of 96.0%. This resource supports development of robust AI tools for simultaneous lesion localization and disease identification, while serving as a standardized benchmark for oral healthcare research.
DOI: 10.15468/dl.ra8ss5
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Achnanthidium exiguum var. constrictum (Grunow) N.A.Andresen, E.F.Stoermer & R.G.Kreis, 2000",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "BasisOfRecord is one of (Specimen, Living Specimen, Observation, Human Observation, Machine Observation, Material sample, Literature Occurrence, Material citation, Occurrence evidence)",
 "Geometry POLYGON ((35.6306 -23.844,35.6007 -23.8125,35.6007 -24.0157,35.6306 -23.844))"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064139-250525065834625/datasets/export for details.
DOI: 10.15468/dl.j7we2h
title: Occurrence Download

description: A dataset containing 626 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Asia",
 "Country is China",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Robinia pseudoacacia L."
 ]
}

 The dataset includes 626 records from 24 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0064140-250525065834625/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.