cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.30631288
title: Explaining explainable AI for healthcare: a Q-methodology study

description: Technological innovations are being developed and introduced at a rapid pace to manage increasing demand on the healthcare system. Artificial intelligence (AI) tools promise to improve patient access to quality care and reduce work burden for staff. While healthcare stakeholders have shown increasing interest in AI, the complexity of healthcare provision makes it difficult to integrate these ‘black box’ technologies. Understanding and trusting these technologies is essential to address technical, medical, organizational, ethical, and legal issues, and allow stakeholders to collaborate. Explanations that increase the transparency of black-box tools can improve understanding and trust. Policymakers, regulators and technology developers therefore increasingly turn to explainable AI (XAI) to aid acceptance and adoption of AI technologies. However, there is still disagreement about what XAI for healthcare means in practice and what kind of transparency will improve understanding of and trust in AI technologies. We explored the meaning and importance of XAI through a Q-methodology study involving 37 professional healthcare stakeholders. Our participants included medical professionals, researchers, hospital administrators, policy advisors, domain experts, and developers of AI healthcare tools. We used mixed methods to produce a typology of four perspectives on XAI. We explore each perspective to clarify the rationale and needs of stakeholders who hold each perspective. Each perspective represents different values and meanings placed on XAI for healthcare, potentially impacting the development, acceptance, adoption, and implementation of AI technologies. We discuss the implications of these different perspectives for both future research and practical provision of explanations for healthcare.
DOI: 10.6084/m9.figshare.30631288.v1
title: Explaining explainable AI for healthcare: a Q-methodology study

description: Technological innovations are being developed and introduced at a rapid pace to manage increasing demand on the healthcare system. Artificial intelligence (AI) tools promise to improve patient access to quality care and reduce work burden for staff. While healthcare stakeholders have shown increasing interest in AI, the complexity of healthcare provision makes it difficult to integrate these ‘black box’ technologies. Understanding and trusting these technologies is essential to address technical, medical, organizational, ethical, and legal issues, and allow stakeholders to collaborate. Explanations that increase the transparency of black-box tools can improve understanding and trust. Policymakers, regulators and technology developers therefore increasingly turn to explainable AI (XAI) to aid acceptance and adoption of AI technologies. However, there is still disagreement about what XAI for healthcare means in practice and what kind of transparency will improve understanding of and trust in AI technologies. We explored the meaning and importance of XAI through a Q-methodology study involving 37 professional healthcare stakeholders. Our participants included medical professionals, researchers, hospital administrators, policy advisors, domain experts, and developers of AI healthcare tools. We used mixed methods to produce a typology of four perspectives on XAI. We explore each perspective to clarify the rationale and needs of stakeholders who hold each perspective. Each perspective represents different values and meanings placed on XAI for healthcare, potentially impacting the development, acceptance, adoption, and implementation of AI technologies. We discuss the implications of these different perspectives for both future research and practical provision of explanations for healthcare.
DOI: 10.15468/dl.hsq2k7
title: Occurrence Download

description: A dataset containing 15758 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is United Kingdom of Great Britain and Northern Ireland",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Calvia quatuordecimguttata"
 ]
}

 The dataset includes 15758 records from 90 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0037861-251025141854904/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ybz6en
title: Occurrence Download

description: A dataset containing 313 species occurrences available in GBIF matching the query:
{
 "and" : [
 "BasisOfRecord is Human Observation",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Scolytus scolytus (J.C.Fabricius, 1775)",
 "Year 1986-2024"
 ]
}

 The dataset includes 313 records from 69 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002212-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.35069/smns-coll.invertebratespalaeozoicandtriascoll
title: Fossile Invertebrates (Paleozoic and Triassic) at the Naturkundemuseum Stuttgart
DOI: 10.57760/sciencedb.o00133.00006
title: A Low-Field MRI Dataset For Spatiotemporal Analysis of Developing Brain
title: 低场磁共振成像数据集-脑发育时空分析

description: This dataset is part of a study investigating brain development in infants using a 0.35T low-field MRI system, specifically optimized for infants. The goal is to enhance our understanding of early brain development and identify potential neurological conditions that may affect long-term cognitive and behavioral outcomes.Participants were recruited from the Children’s Hospital of Zhejiang University School of Medicine. They underwent the 0.35T MRI as part of a differential diagnosis to rule out cerebral complications. Sedation was used during imaging for clinical assessment purposes. This dataset includes scans of 53 female and 47 male Chinese infants without visible abnormalities, conducted between November 9, 2022, and September 28, 2023. The subjects ranged in age from 1 to 70 days post delivery(mean age: 35.66 ± 19.80 days). The dataset includes high-resolution 2D axial T2-weighted images acquired using an optimized fast spin echo technique.Additionally, the dataset includes manual brain mask segmentations for each image, as well as whole-brain segmentations based on an atlas-based method using the MCRIB template. All data are structured according to the BIDS specification. The participants’ age and gender information is provided in the accompanying .tsv file.
description: This dataset is part of a study investigating brain development in infants using a 0.35T low-field MRI system, specifically optimized for infants. The goal is to enhance our understanding of early brain development and identify potential neurological conditions that may affect long-term cognitive and behavioral outcomes.Participants were recruited from the Children’s Hospital of Zhejiang University School of Medicine. They underwent the 0.35T MRI as part of a differential diagnosis to rule out cerebral complications. Sedation was used during imaging for clinical assessment purposes. This dataset includes scans of 53 female and 47 male Chinese infants without visible abnormalities, conducted between November 9, 2022, and September 28, 2023. The subjects ranged in age from 1 to 70 days post delivery(mean age: 35.66 ± 19.80 days). The dataset includes high-resolution 2D axial T2-weighted images acquired using an optimized fast spin echo technique.Additionally, the dataset includes manual brain mask segmentations for each image, as well as whole-brain segmentations based on an atlas-based method using the MCRIB template. All data are structured according to the BIDS specification. The participants’ age and gender information is provided in the accompanying .tsv file.
DOI: 10.15468/dl.3gmk5n
title: Occurrence Download

description: A dataset containing 1166207 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Aves",
 "Year is 2002",
 "Month is June"
 ]
}

 The dataset includes 1166207 records from 506 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0002195-250426092105405/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.3535/ved-3em-art
title: Chondrichthyes

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zgg-37f-ysg
title: Raja

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/723-dkb-b2z
title: Porifera Grant, 1836

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/cnp-dkk-110
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7y8-0e6-q4b
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/f94-469-7ja
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/4wf-fqa-jca
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bhk-kn0-0t9
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/jgl-qhg-vp7
title: Naticidae Guilding, 1834

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bwj-34m-ngr
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qr2-wwk-kth
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/63c-k0g-bm0
title: Neolissoceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/rs2-def-6y7
title: Carcharhinidae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/5pc-nl5-q2b
title: †Notopocorystes stokesii (Mantell, 1844)

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9yd-sxr-ted
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/36m-ce1-2x8
title: †Syncyclonema gamsensis Dhondt, 1971

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/xtp-y4p-mac
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/ajt-ny6-v2p
title: Chordata

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/r5x-wh3-gs7
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/25r-q4y-aql
title: Ptychophylloceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/eqm-w06-tr1
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y0s-19k-t4w
title: Pecten O. F. Müller, 1776

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/0zd-6b6-p52
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/7rz-bq0-4p3
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/fz9-3j3-35s
title: Phoca Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/zwq-pv9-s05
title: Cytherella (Cytherella) Jones, 1849

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/64l-5ty-ycq
title: Bos taurus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/bls-2rc-3dl
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/6jr-yfx-8zs
title: Bison C. H. Smith, 1827

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/nvb-6gf-6jf
title: Thurmanniceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1x0-krg-4zt
title: Loxoconcha (Loxoconcha) Sars, 1866

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/tpq-bpa-3qe
title: Brachiopoda Duméril, 1805

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/9s8-mxy-mw4
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hln-0g8-4nl
title: Ptychophylloceras

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1rd-g45-zqr
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/1y6-sxv-415
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/h5z-jsn-5cq
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/pp4-fsx-jww
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qkv-kn3-lya
title: Equus (Equus) caballus Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/hly-07f-n2b
title: Caryophyllia Lamarck, 1801

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/y4r-247-29z
title: Animalia

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/40j-ps8-sgy
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/c61-4gg-rxb
title: Mammalia Linnaeus, 1758

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.3535/qv2-s7l-pp7
title: Plantae

description: Digital Specimen for the physical specimen hosted at Naturalis Biodiversity Center.
DOI: 10.15468/dl.64xxw8
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Fargesia denudata T.P.Yi"
 ]
}

 The dataset includes 7 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004084-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.14997378
title: Modulating transformation of DNA origami nanoarray via sequence design

description: We provide the raw data for the paper "Modulating transformation of DNA origami nanoarray via sequence design".
DOI: 10.15468/dl.f2vyam
title: Occurrence Download

description: A dataset containing 395 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is China",
 "TaxonKey is Citrus reticulata Blanco"
 ]
}

 The dataset includes 395 records from 21 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004085-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xabhvb
title: Occurrence Download

description: A dataset containing 6319 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euodice malabarica (Linnaeus, 1758)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 6319 records from 44 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004087-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.b2rc8c
title: Occurrence Download

description: A dataset containing 28 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Fritillaria cirrhosa D.Don",
 "Country is Nepal",
 "HasCoordinate is true"
 ]
}

 The dataset includes 28 records from 7 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004086-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z69pu2
title: Occurrence Download

description: A dataset containing 16953 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Geometry POLYGON((-1504.58645 10.20901,-1503.70617 10.20901,-1503.70617 10.48504,-1504.4862 10.48504,-1504.49169 10.50289,-1504.52054 10.49745,-1504.58645 10.48504,-1504.58645 10.20901))",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 16953 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004089-250515123054153/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.wpkyj9
title: Occurrence Download

description: A dataset containing 1521 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Euplectes afer (Gmelin, 1789)",
 "HasCoordinate is true",
 "Year is greater than 1989",
 "Year is less than 2026",
 {
 "not" : {
 "OccurrenceStatus" : [
 "is Absent"
 ]
 }
 },
 "CoordinateUncertaintyInMeters is less than or equal to 1000"
 ]
}

 The dataset includes 1521 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0004090-250515123054153/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.29093723
title: Additional file 1 of Microsporidian infection of mosquito larvae changes the host-associated microbiome towards the synthesis of antimicrobial factors

description: Additional file 1
DOI: 10.6084/m9.figshare.29093723.v1
title: Additional file 1 of Microsporidian infection of mosquito larvae changes the host-associated microbiome towards the synthesis of antimicrobial factors

description: Additional file 1
DOI: 10.6084/m9.figshare.26603398
title: Additional file 2 of Construction and characterization of a novel miniaturized filamentous phagemid for targeted mammalian gene transfer

description: Additional file 2. pM13ori2 sequence.
DOI: 10.6084/m9.figshare.26603398.v1
title: Additional file 2 of Construction and characterization of a novel miniaturized filamentous phagemid for targeted mammalian gene transfer

description: Additional file 2. pM13ori2 sequence.
DOI: 10.7266/sqnejdpr
title: Potential denitrification and CH4 oxidation rates and concentrations of dissolved nutrients and greenhouse gases [nitrous oxide (N2O) and CH4] obtained aboard the RV Pelican (PE1403, PE1601, PE1603, PE1605, and PE1703) in the northern Gulf of Mexico during summer months between 2013-07-21 to 2016-07-31
DOI: 10.6084/m9.figshare.29093784
title: Additional file 2 of Psychometric evaluation of a structured assessment tool for nurse anesthetists’ non-technical skills

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.29093784.v1
title: Additional file 2 of Psychometric evaluation of a structured assessment tool for nurse anesthetists’ non-technical skills

description: Supplementary Material 2.
DOI: 10.6084/m9.figshare.29093798
title: Additional file 5 of Clinically relevant pseudoexons of the GALNS gene and their antisense-based correction

description: Supplementary Material 5: Table S1. Analysis of the studdied variants.
DOI: 10.6084/m9.figshare.29093798.v1
title: Additional file 5 of Clinically relevant pseudoexons of the GALNS gene and their antisense-based correction

description: Supplementary Material 5: Table S1. Analysis of the studdied variants.
DOI: 10.6084/m9.figshare.29093799
title: Additional file 3 of Hospital at home (virtual wards): developing a logic model and dark logic model

description: Supplementary Material 3: Appendix 3. Document Analysis table.
DOI: 10.6084/m9.figshare.29093799.v1
title: Additional file 3 of Hospital at home (virtual wards): developing a logic model and dark logic model

description: Supplementary Material 3: Appendix 3. Document Analysis table.
DOI: 10.6084/m9.figshare.29093805
title: Additional file 5 of Hospital at home (virtual wards): developing a logic model and dark logic model

description: Supplementary Material 5: Appendix 5. Focus group- Summary of data.
DOI: 10.6084/m9.figshare.29093805.v1
title: Additional file 5 of Hospital at home (virtual wards): developing a logic model and dark logic model

description: Supplementary Material 5: Appendix 5. Focus group- Summary of data.
DOI: 10.6084/m9.figshare.29093823
title: Additional file 3 of The effect of a systematic multi-dimensional assessment in severe uncontrolled asthma: a literature review and protocol for an investigator-initiated, open-label, randomized-controlled trial (EXACT@home study)

description: Additional file 3
DOI: 10.6084/m9.figshare.29093823.v1
title: Additional file 3 of The effect of a systematic multi-dimensional assessment in severe uncontrolled asthma: a literature review and protocol for an investigator-initiated, open-label, randomized-controlled trial (EXACT@home study)

description: Additional file 3
DOI: 10.6084/m9.figshare.29093844
title: Additional file 1 of AlkTango reveals a role for Jeb/Alk signaling in the Drosophila heart

description: Supplementary Material 1: Supplementary Figure S1. Recombinant Jeb ligand activates Alk receptor signaling in PC12 cells. Characterization of purified Jeb ligand. (A) Immunoblotting analysis of PC12 cells transfected with different constructs and treated with or without purified Jeb as indicated. pALK (Y1278) and pERK1/2 antibodies were used to indicate the activation of ALK and downstream signaling pathway. Alk antibody was used to detect ectopic expression of Drosophila Alk in PC12 cells. Cells transfected with pcDNA3-ALK-F1174L (human ALK) were used as positive control. Tubulin was used as loading control. (B) The percentage of transfected PC12 cells carrying neurites. Chart represents mean percentage ± SD from three independent experiments. (C) Representative light microscope images showing the neurite outgrowth of PC12 cells transfected and treated as indicated.