cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.5281/zenodo.16457107
title: Revealing the Altermagnetism in Hematite via XMCD Imaging and Anomalous Hall Electrical Transport

description: Altermagnets are a class of magnetic materials that exhibit unconventional transport properties, such as an anomalous Hall effect,despite having compensated sublattice magnetic moments. In this study, we report fundamental experimental evidence of the al-termagnetic nature of hematite (α-Fe2O3), combining electrical transport with advanced XPEEM imaging with linear and circulardichroism contrast. Our measurements directly visualize the N´eel vector’s coupling to the crystal orientation, confirming hematite’saltermagnetic order and its symmetry-driven transport behavior. Thetransport measurements reveal an anisotropic AHE with a pro-nounced crystal orientation dependence, including a sign inversion for specific N´eel vector alignments. Supported by first-principlestheoretical calculations, we explain how the interplay between collinear spin and crystal symmetry breaking drives the observedanomalous Hall effect. These findings establish hematite as an altermagnet, paving the way for experimental identification of alter-magnetic materials and their integration into spintronic technologies.
DOI: 10.6084/m9.figshare.28779455
title: Dataset for An AI-Based Decision Support Framework for Clinical Screening of Iron Deficiency Anemia and Thalassemia

description: <b>Reference:</b> https://github.com/kasikrit/IDA-THL-Classification<b>Paper Title:</b> An AI-Based Decision Support Framework for Clinical Screening of Iron Deficiency Anemia and Thalassemia<b>Journal</b>: IEEE Access<b>Citation</b>: 10.1109/ACCESS.2025.3592652<b>Abstract:</b>Iron deficiency anemia (IDA) and thalassemia (THL) are common hematological disorders that necessitate efficient and accurate screening for early diagnosis. Traditional blood smear analysis is labor-intensive, prone to subjectivity, and lacks reproducibility, highlighting the urgent need for AI-driven methods to improve diagnostic sensitivity and specificity. This study proposes a novel hybrid AI framework for patient-level classification, integrating soft voting with optimized probability-based thresholds. The model was trained and validated using a real-world dataset from Hatyai Hospital, Thailand, and evaluated at both the patch and patient levels. The proposed approach achieved 96% accuracy on the test set. Specifically, it yielded precision-recall values of 1.00 and 0.83 for IDA, and 0.95 and 1.00 for THL, respectively. At the patient level, sensitivity reached 1.00 for THL and 0.83 for IDA. Bayesian probability updates further confirmed prediction reliability, yielding post-test probabilities exceeding 99.99% for IDA and 80% for THL. The model explained 62.84% of the variance in patient classifications, demonstrating strong discriminatory power. Model interpretability, assessed using SHAP and Grad-CAM, highlighted key red blood cell morphological features. The proposed framework thus serves as a cost-effective screening tool. Limitations include the use of a single-center dataset and the need for adaptive threshold optimization. Future work will focus on multi-center validation and real-world clinical integration. This study thereby establishes a structured baseline for AI-assisted hematology screening, fostering early detection and improved clinical decision-making in resource-limited settings.<br><b>How to extract the dataset:</b><br>MD5 (IDA-THL-Dataset-Phase-I.tar.gz) == 69f0676a6bbab1623dba28ceb00035c6Use the following command in macOS/Linux terminal to uncompress<br><i>tar -xzvf IDA-THL-Dataset-Phase-I.tar.gz</i><br>
DOI: 10.6084/m9.figshare.28779455.v1
title: Dataset for An AI-Based Decision Support Framework for Clinical Screening of Iron Deficiency Anemia and Thalassemia

description: <b>Reference:</b> https://github.com/kasikrit/IDA-THL-Classification<b>Paper Title:</b> An AI-Based Decision Support Framework for Clinical Screening of Iron Deficiency Anemia and Thalassemia<b>Journal</b>: IEEE Access<b>Citation</b>: 10.1109/ACCESS.2025.3592652<b>Abstract:</b>Iron deficiency anemia (IDA) and thalassemia (THL) are common hematological disorders that necessitate efficient and accurate screening for early diagnosis. Traditional blood smear analysis is labor-intensive, prone to subjectivity, and lacks reproducibility, highlighting the urgent need for AI-driven methods to improve diagnostic sensitivity and specificity. This study proposes a novel hybrid AI framework for patient-level classification, integrating soft voting with optimized probability-based thresholds. The model was trained and validated using a real-world dataset from Hatyai Hospital, Thailand, and evaluated at both the patch and patient levels. The proposed approach achieved 96% accuracy on the test set. Specifically, it yielded precision-recall values of 1.00 and 0.83 for IDA, and 0.95 and 1.00 for THL, respectively. At the patient level, sensitivity reached 1.00 for THL and 0.83 for IDA. Bayesian probability updates further confirmed prediction reliability, yielding post-test probabilities exceeding 99.99% for IDA and 80% for THL. The model explained 62.84% of the variance in patient classifications, demonstrating strong discriminatory power. Model interpretability, assessed using SHAP and Grad-CAM, highlighted key red blood cell morphological features. The proposed framework thus serves as a cost-effective screening tool. Limitations include the use of a single-center dataset and the need for adaptive threshold optimization. Future work will focus on multi-center validation and real-world clinical integration. This study thereby establishes a structured baseline for AI-assisted hematology screening, fostering early detection and improved clinical decision-making in resource-limited settings.<br><b>How to extract the dataset:</b><br>MD5 (IDA-THL-Dataset-Phase-I.tar.gz) == 69f0676a6bbab1623dba28ceb00035c6Use the following command in macOS/Linux terminal to uncompress<br><i>tar -xzvf IDA-THL-Dataset-Phase-I.tar.gz</i><br>
DOI: 10.15468/dl.x6sb7t
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus camaldulensis",
 "Country is Tunisia",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053375-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6y9tgc
title: Occurrence Download

description: A dataset containing 97954 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psittacula krameri",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 97954 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053348-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kaaav8
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus camaldulensis",
 "Country is Viet Nam",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053378-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jkp3ka
title: Occurrence Download

description: A dataset containing 2104 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium resupinatum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2104 records from 58 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053377-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.34740/kaggle/dsv/12587490
title: BITCOIN Historical Datasets 2018-2025 Binance API
DOI: 10.15468/dl.dp5bqk
title: Occurrence Download

description: A dataset containing 5 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus camaldulensis",
 "Country is Yemen",
 "HasCoordinate is true"
 ]
}

 The dataset includes 5 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053379-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.agxeva
title: Occurrence Download

description: A dataset containing 2642 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Trifolium subterraneum",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2642 records from 48 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053381-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dc7v2b
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bonariensis",
 "Country is Libya",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053383-250717081556266/datasets/export for details.
DOI: 10.15468/dl.t8svt6
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus camaldulensis",
 "Country is Zimbabwe",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053382-250717081556266/datasets/export for details.
DOI: 10.15468/dl.5vqgw4
title: Occurrence Download

description: A dataset containing 436459 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Crotophaga sulcirostris)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 436459 records from 127 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053353-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.45qnb3
title: Occurrence Download

description: A dataset containing 55659 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus camaldulensis",
 "Country is Spain",
 "HasCoordinate is true"
 ]
}

 The dataset includes 55659 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053359-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wtws6t
title: Occurrence Download

description: A dataset containing 1347 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia grandiflora",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1347 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053384-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.9z7arz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bonariensis",
 "Country is Montenegro",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053387-250717081556266/datasets/export for details.
DOI: 10.15468/dl.fs3hd9
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bonariensis",
 "Country is Marshall Islands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053386-250717081556266/datasets/export for details.
DOI: 10.15468/dl.jb734r
title: Occurrence Download

description: A dataset containing 12381 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cuculus poliocephalus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 12381 records from 53 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053385-250717081556266/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.29650385
title: Feature Graphic Article - Mapping Solar Justice: A GIS-Based Suitability Analysis in Puerto Rico

description: This research deals with the integration of environmental justice variables into solar site suitability analyses in GIS, Planning, and Policy. Data on this research manly looks at land use associated with solar suitability criteria (Slope, Elevation, etc.). Additional environmental justice variables include FEMA flood zone classifications and energy burden by census tract.
DOI: 10.6084/m9.figshare.29650385.v1
title: Feature Graphic Article - Mapping Solar Justice: A GIS-Based Suitability Analysis in Puerto Rico

description: This research deals with the integration of environmental justice variables into solar site suitability analyses in GIS, Planning, and Policy. Data on this research manly looks at land use associated with solar suitability criteria (Slope, Elevation, etc.). Additional environmental justice variables include FEMA flood zone classifications and energy burden by census tract.
DOI: 10.15468/dl.zuckf7
title: Occurrence Download

description: A dataset containing 112179 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Psittacula krameri",
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true"
 ]
}

 The dataset includes 112179 records from 59 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053366-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.zbdkbm
title: Occurrence Download

description: A dataset containing 25687 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia sativa",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 25687 records from 180 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053388-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fk393b
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus globulus",
 "Country is Albania",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053390-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kdyamd
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus globulus",
 "Country is Burundi",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053391-250717081556266/datasets/export for details.
DOI: 10.15468/dl.3qc7p6
title: Occurrence Download

description: A dataset containing 18896 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cuculus saturatus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 18896 records from 49 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053393-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q2vhnd
title: Occurrence Download

description: A dataset containing 50067 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Cuculus micropterus)",
 "HasCoordinate is true",
 "OccurrenceStatus is Present",
 "License is one of (CC-BY 4.0, CC0 1.0)"
 ]
}

 The dataset includes 50067 records from 50 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053374-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.q9d8cz
title: Occurrence Download

description: A dataset containing 0 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus globulus",
 "Country is Comoros",
 "HasCoordinate is true"
 ]
}

 The dataset includes 0 records from 0 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053392-250717081556266/datasets/export for details.
DOI: 10.6084/m9.figshare.29042726
title: TableS3_Proteins differentially expressed..xlsx

description: Proteins deferentially expressed in response to RT volume.
DOI: 10.6084/m9.figshare.29042726.v1
title: TableS3_Proteins differentially expressed..xlsx

description: Proteins deferentially expressed in response to RT volume.
DOI: 10.15468/dl.8nfazs
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bonariensis",
 "Country is Nepal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 6 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053395-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jt5q6h
title: Occurrence Download

description: A dataset containing 144 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Chlorocebus sabaeus",
 "Country is Barbados",
 "HasCoordinate is true"
 ]
}

 The dataset includes 144 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053397-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ax2jsu
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bonariensis",
 "Country is Nauru",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053394-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r62a9
title: Occurrence Download

description: A dataset containing 70 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Vicia sepium",
 "Country is United States of America",
 "HasCoordinate is true"
 ]
}

 The dataset includes 70 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053396-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.a8zwk2
title: Occurrence Download

description: A dataset containing 68 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus globulus",
 "Country is Ecuador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 68 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053400-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6kbm8k
title: Occurrence Download

description: A dataset containing 1 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Eucalyptus globulus",
 "Country is El Salvador",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053401-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.r5bppq
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lissachatina fulica",
 "Country is Bolivia (Plurinational State of)",
 "HasCoordinate is true"
 ]
}

 The dataset includes 97 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053403-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.63625e
title: Occurrence Download

description: A dataset containing 97 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lissachatina fulica",
 "Country is Barbados",
 "HasCoordinate is true"
 ]
}

 The dataset includes 97 records from 2 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053402-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b8da2y
title: Occurrence Download

description: A dataset containing 1937 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Lissachatina fulica",
 "Country is Brazil",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1937 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053404-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.fe8mmm
title: Occurrence Download

description: A dataset containing 1657 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bonariensis",
 "Country is Pakistan",
 "HasCoordinate is true"
 ]
}

 The dataset includes 1657 records from 11 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053406-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.kwyzar
title: Occurrence Download

description: A dataset containing 2955 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Erigeron bonariensis",
 "Country is Netherlands",
 "HasCoordinate is true"
 ]
}

 The dataset includes 2955 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0053405-250717081556266/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.