cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.21227/4bvd-5x67
title: AI in Telehealth Resources

description: Artificial Intelligence (AI) is revolutionizing telehealth by addressing persistent challenges in diagnosis, patient monitoring, and healthcare accessibility. This paper evaluates AI's integration into telehealth systems, emphasizing its transformative role in enhancing diagnostic precision, personalizing treatments, and bridging gaps in healthcare equity. The study explores methodologies such as machine learning, natural language processing, and predictive analytics, presenting their impact on optimizing care delivery. Ethical implications and regulatory challenges are analyzed alongside future directions to establish AI as a cornerstone of digital healthcare innovation. Telehealth, the remote delivery of healthcare services via telecommunications technologies, has evolved into an important solution for addressing healthcare challenges. Factors such as the global burden of chronic diseases, aging populations, and disparities in healthcare access show the urgency for scalable and efficient healthcare delivery systems. Yet, traditional telehealth approaches often struggle with limitations in diagnostic accuracy, patient engagement, and resource allocation. The integration of Artificial Intelligence (AI) into telehealth systems presents a transformative opportunity to overcome these barriers. AI technologies—including machine learning (ML), natural language processing (NLP), and computer vision—enhance data analysis, automate repetitive processes, and enable more accurate and personalized healthcare delivery. For instance, ML models improve diagnostic precision by detecting patterns in medical imaging, while NLP facilitates seamless patient-provider communication through intelligent chatbots and multilingual support tools.
DOI: 10.5281/zenodo.14625223
title: Аналіз результатів тестування здобувачів другого (магістерського) рівня вищої освіти щодо вимірювання рівнів сформованості в них цифрової компетентності
title: Analysis of the results of testing of applicants for the second (master's) level of higher education to measure the levels of digital competence

description: набір даних було отримано за результатами тестування майбутніх викладачів закладів вищої педагогічної освіти; представлено дані, які відображають стан сформованості цифрових компетентностей у здобувачів другого (магістерського) рівня вищої освіти; тестування проводилось з використанням Рамки цифрової компетентності в оновленій версії DigComp 2.1 в період з 23.03.2023 р. по 05.06.2023 р. У межах наукового дослідження «Теорія і практика підготовки майбутнього викладача закладу вищої педагогічної освіти до професійної діяльності в умовах цифровізації суспільства» (фундаментальне дослідження) РК № 0122U000432 (2022-2024)
description: the dataset was obtained from the results of testing future teachers of higher pedagogical education institutions; data reflecting the state of formation of digital competencies in applicants for the second (master's) level of higher education are presented; testing was conducted using the Digital Competence Framework in the updated version of DigComp 2.1 from 03/23/2023 to 06/05/2023. Within the framework of the scientific research “Theory and practice of preparing a future teacher of a higher pedagogical education institution for professional activity in the conditions of digitalization of society” (basic research), RC № 0122U000432 (2022-2024)
DOI: 10.5281/zenodo.14625224
title: Аналіз результатів тестування здобувачів другого (магістерського) рівня вищої освіти щодо вимірювання рівнів сформованості в них цифрової компетентності
title: Analysis of the results of testing of applicants for the second (master's) level of higher education to measure the levels of digital competence

description: набір даних було отримано за результатами тестування майбутніх викладачів закладів вищої педагогічної освіти; представлено дані, які відображають стан сформованості цифрових компетентностей у здобувачів другого (магістерського) рівня вищої освіти; тестування проводилось з використанням Рамки цифрової компетентності в оновленій версії DigComp 2.1 в період з 23.03.2023 р. по 05.06.2023 р. У межах наукового дослідження «Теорія і практика підготовки майбутнього викладача закладу вищої педагогічної освіти до професійної діяльності в умовах цифровізації суспільства» (фундаментальне дослідження) РК № 0122U000432 (2022-2024)
description: the dataset was obtained from the results of testing future teachers of higher pedagogical education institutions; data reflecting the state of formation of digital competencies in applicants for the second (master's) level of higher education are presented; testing was conducted using the Digital Competence Framework in the updated version of DigComp 2.1 from 03/23/2023 to 06/05/2023. Within the framework of the scientific research “Theory and practice of preparing a future teacher of a higher pedagogical education institution for professional activity in the conditions of digitalization of society” (basic research), RC № 0122U000432 (2022-2024)
DOI: 10.15468/dl.uj5a4p
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monocladus levigatus L.C.Chia, H.L.Fung & Y.L.Yang"
 ]
}

 The dataset includes 7 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062964-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.nxtgbn
title: Occurrence Download

description: A dataset containing 1491 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is Europe",
 "OccurrenceStatus is Present",
 "TaxonKey is Thunnus South, 1845"
 ]
}

 The dataset includes 1491 records from 86 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062965-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.5bq2my
title: Occurrence Download

description: A dataset containing 50 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizostachyum chinense Rendle"
 ]
}

 The dataset includes 50 records from 9 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062967-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.cxw2ef
title: Occurrence Download

description: A dataset containing 6 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Monocladus saxatilis var. solidus (C.D.Chu & C.S.Chao) L.C.Chia"
 ]
}

 The dataset includes 6 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062968-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.ddahan
title: Occurrence Download

description: A dataset containing 1077 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Litchi chinensis Sonn.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 1077 records from 109 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062969-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.3mgs37
title: Occurrence Download

description: A dataset containing 283 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Cephalostachyum pergracile Munro"
 ]
}

 The dataset includes 283 records from 27 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062970-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.d55ycu
title: Occurrence Download

description: A dataset containing 13957 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Continent is South America",
 "OccurrenceStatus is Present",
 "TaxonKey is one of (Macrobrachium nattereri (Heller, 1862), Naididae, Valdivia serrata White, 1847, Phyllocycla Calvert, 1948, Tropisternus Solier, 1834)"
 ]
}

 The dataset includes 13957 records from 202 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062971-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.e2nqqw
title: Occurrence Download

description: A dataset containing 12 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Neomicrocalamus microphyllus (Hsueh f. & T.P.Yi) Hsueh f. & T.P.Yi"
 ]
}

 The dataset includes 12 records from 4 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062972-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.sz5pd8
title: Occurrence Download

description: A dataset containing 6829 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Livistona australis (R.Br.) Mart.",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 6829 records from 46 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062973-241126133413365/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.28179554
title: Acesso à quimiodiversidade e atividades biológicas dos fungos Fusarium guttiforme e Fusarium proliferatum utilizando cocultivo

description: O cocultivo de fungos é uma técnica utilizada para induzir e expandir a quimiodiversidade dos microrganismos devido à ativação de vias biossintéticas que levam a novos produtos naturais não produzidos em linhagens axênicas. Desta forma, este trabalho investigou os fungos Fusarium guttiforme (F1) e Fusarium proliferatum (F7), ambos invasores do abacaxi, através do seu cultivo em meio de arroz e ISP2M1 e cocultivo. Foram realizados cultivos axênicos e cocultivo desses fungos e os extratos foram fracionados por técnicas cromatográficas e analisados ​​por RMN de ¹H. Foram conduzidos ensaios biológicos para avaliar a atividade antifúngica, antiprotozoária e inibidora de papaína. O ensaio antifúngico por diluição em ágar revelou uma atividade da fração de F7 contra F1 em 62%. Os extratos de cultura axênica de F7 e F1 revelaram atividades antifúngicas de 38% e 11% de inibição contra Colletotrichum horii, respectivamente, ao passo que o cocultivo de F7 e F1 aumentou a atividade antifúngica em até 86%. No ensaio antifúngico por diluição em caldo, algumas frações inibiram o crescimento de leveduras do gênero Candida sp. Os extratos brutos axênicos e do cocultivo do meio de arroz e ISP2M1 foram testados frente à inibição de papaína (100 µg/mL), no qual apenas os extratos do meio de arroz foram ativos, destacando-se a atividade do F7 de 87,8%. Além disso, esses extratos e as frações da CLV em meio de arroz também foram testados contra os protozoários Trypanosoma cruzi e Leishmania infatum. As frações das CLVs 4, 5 e 6, tanto do cultivo axênico de F. proliferatum (F7), como do cocultivo atingiram 100% de inibição (20 µg/mL). A abordagem metabolômica utilizou as técnicas de RMN de ¹H e LC-HRMS para analisar a quimiodiversidade induzida pelo cultivo axênico e pelo cocultivo desses fungos, revelando que os extratos de ISP2M1 particionados com n-butanol apresentaram maiores concentrações de compostos de baixo peso molecular, enquanto os extratos de arroz mostraram predominância de compostos de maior peso molecular (entre 700 e 900 Da). O processo de desreplicação, juntamente com a MVA, possibilitou a anotação de cinco metabólitos discriminantes no meio de arroz, como subglutinol A e beauvericina, encontrados predominantemente no extrato axênico de F. proliferatum (F7), e samroiyotmicina A, mais intenso no extrato de cocultivo. O extrato fúngico obtido com AcOEt no meio ISP2M1 revelou 21 compostos, embora apenas um tenha sido de origem fúngica. Por outro lado, o extrato particionado com n-butanol revelou metabólitos anteriormente detectados em maior concentração no extrato axênico de F. guttiforme (F1), identificados como pulchellalactam, ácido desidrofusárico e ácido fusárico. A análise de RMN de ¹H mostrou que as frações de CLV apolares apresentaram predominância de lipídios, enquanto as frações de polaridade média exibiram a presença de compostos fenólicos.
DOI: 10.6084/m9.figshare.28179554.v1
title: Acesso à quimiodiversidade e atividades biológicas dos fungos Fusarium guttiforme e Fusarium proliferatum utilizando cocultivo

description: O cocultivo de fungos é uma técnica utilizada para induzir e expandir a quimiodiversidade dos microrganismos devido à ativação de vias biossintéticas que levam a novos produtos naturais não produzidos em linhagens axênicas. Desta forma, este trabalho investigou os fungos Fusarium guttiforme (F1) e Fusarium proliferatum (F7), ambos invasores do abacaxi, através do seu cultivo em meio de arroz e ISP2M1 e cocultivo. Foram realizados cultivos axênicos e cocultivo desses fungos e os extratos foram fracionados por técnicas cromatográficas e analisados ​​por RMN de ¹H. Foram conduzidos ensaios biológicos para avaliar a atividade antifúngica, antiprotozoária e inibidora de papaína. O ensaio antifúngico por diluição em ágar revelou uma atividade da fração de F7 contra F1 em 62%. Os extratos de cultura axênica de F7 e F1 revelaram atividades antifúngicas de 38% e 11% de inibição contra Colletotrichum horii, respectivamente, ao passo que o cocultivo de F7 e F1 aumentou a atividade antifúngica em até 86%. No ensaio antifúngico por diluição em caldo, algumas frações inibiram o crescimento de leveduras do gênero Candida sp. Os extratos brutos axênicos e do cocultivo do meio de arroz e ISP2M1 foram testados frente à inibição de papaína (100 µg/mL), no qual apenas os extratos do meio de arroz foram ativos, destacando-se a atividade do F7 de 87,8%. Além disso, esses extratos e as frações da CLV em meio de arroz também foram testados contra os protozoários Trypanosoma cruzi e Leishmania infatum. As frações das CLVs 4, 5 e 6, tanto do cultivo axênico de F. proliferatum (F7), como do cocultivo atingiram 100% de inibição (20 µg/mL). A abordagem metabolômica utilizou as técnicas de RMN de ¹H e LC-HRMS para analisar a quimiodiversidade induzida pelo cultivo axênico e pelo cocultivo desses fungos, revelando que os extratos de ISP2M1 particionados com n-butanol apresentaram maiores concentrações de compostos de baixo peso molecular, enquanto os extratos de arroz mostraram predominância de compostos de maior peso molecular (entre 700 e 900 Da). O processo de desreplicação, juntamente com a MVA, possibilitou a anotação de cinco metabólitos discriminantes no meio de arroz, como subglutinol A e beauvericina, encontrados predominantemente no extrato axênico de F. proliferatum (F7), e samroiyotmicina A, mais intenso no extrato de cocultivo. O extrato fúngico obtido com AcOEt no meio ISP2M1 revelou 21 compostos, embora apenas um tenha sido de origem fúngica. Por outro lado, o extrato particionado com n-butanol revelou metabólitos anteriormente detectados em maior concentração no extrato axênico de F. guttiforme (F1), identificados como pulchellalactam, ácido desidrofusárico e ácido fusárico. A análise de RMN de ¹H mostrou que as frações de CLV apolares apresentaram predominância de lipídios, enquanto as frações de polaridade média exibiram a presença de compostos fenólicos.
DOI: 10.15468/dl.u3yfcj
title: Occurrence Download

description: A dataset containing 121 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Schizostachyum diffusum (Blanco) Merr."
 ]
}

 The dataset includes 121 records from 18 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062974-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.rm4xqt
title: Occurrence Download

description: A dataset containing 135090 species occurrences available in GBIF matching the query:
{
 "and" : [
 "OccurrenceStatus is Present",
 "TaxonKey is Syringa vulgaris L."
 ]
}

 The dataset includes 135090 records from 1066 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0062962-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.peadsm
title: Occurrence Download

description: A dataset containing 16146 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Taxonomy and distribution of ecosystem types: implementation of ecosystemology principles"
 ]
}

 The dataset includes 16146 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021773-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xw2shx
title: Occurrence Download

description: A dataset containing 11077 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is MFS - Herbário Profª. Drª. Marlene Freitas da Silva"
 ]
}

 The dataset includes 11077 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021774-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.dr8qkr
title: Occurrence Download

description: A dataset containing 7 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is Venezuela (Bolivarian Republic of)",
 "TaxonKey is Macrobrachium praecox (J.Roux, 1928)"
 ]
}

 The dataset includes 7 records from 3 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021775-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.5281/zenodo.13950751
title: Hammer-classified LOTUS dataset

description: Hammer-classified LOTUS dataset v10.

Hammer is available at https://github.com/LucaCappelletti94/hammer. The current dataset was classified using the `npc.harmonized.v1` version and codebase at the following commit 8f808604c18625e4cee4b75d3ca255af259d76a3.

Classifications available as .csv at the class, superclass and pathway level.

Command runned :



hammer predict \

--input "./downloads/taxo_db_metadata.csv" \

--version npc.harmonized.v1 \

--verbose \

--output-dir "./downloads/npc.harmonized.v1/lotus"


 

Change Log

------------

v0.2



individual .gz
DOI: 10.5281/zenodo.13950752
title: Hammer-classified LOTUS dataset

description: Hammer-classified LOTUS dataset v10.

Hammer is available at https://github.com/LucaCappelletti94/hammer. The current dataset was classified using the `npc.harmonized.v1` version and codebase at the following commit 8f808604c18625e4cee4b75d3ca255af259d76a3.

Classifications available as .csv at the class, superclass and pathway level.

Command runned :



hammer predict \

--input "./downloads/taxo_db_metadata.csv" \

--version npc.harmonized.v1 \

--verbose \

--output-dir "./downloads/npc.harmonized.v1/lotus"
DOI: 10.5281/zenodo.13951644
title: Hammer-classified LOTUS dataset

description: Hammer-classified LOTUS dataset v10.

Hammer is available at https://github.com/LucaCappelletti94/hammer. The current dataset was classified using the `npc.harmonized.v1` version and codebase at the following commit 8f808604c18625e4cee4b75d3ca255af259d76a3.

Classifications available as .csv at the class, superclass and pathway level.

Command runned :



hammer predict \

--input "./downloads/taxo_db_metadata.csv" \

--version npc.harmonized.v1 \

--verbose \

--output-dir "./downloads/npc.harmonized.v1/lotus"


 

Change Log

------------

v0.2



individual .gz
DOI: 10.15468/dl.2jsd6v
title: Occurrence Download

description: A dataset containing 8900 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is HTSA - Herbário do Trópico Semiárido"
 ]
}

 The dataset includes 8900 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021777-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.j5x2pb
title: Occurrence Download

description: A dataset containing 46779789 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Quercus ilex L., Quercus coccifera L., Quercus suber L., Quercus alnifolia Poech, Quercus rotundifolia Lam., Olea europaea L., Eucalyptus L'Hér., Ceratonia siliqua L., Pistacia atlantica Desf., Phoenix theophrasti Greuter, Ocotea Aubl., Laurus L., Ceratonia siliqua L., Chamaerops humilis L., Ilex aquifolium L., Fagus sylvatica L., Quercus canariensis Willd., Quercus cerris L., Quercus ×cerrioides Willk. & Costa, Quercus petraea (Matt.) Liebl., Quercus robur L., Quercus frainetto Ten., Quercus pubescens Willd., Quercus pyrenaica Willd., Quercus ithaburensis Decne., Quercus trojana Webb, Quercus faginea Lam., Betula pendula Roth, Betula pubescens Ehrh., Buxus balearica Lam., Alnus cordata (Loisel.) Duby, Alnus glutinosa (L.) Gaertn., Alnus incana (L.) Moench, Alnus viridis (Chaix) DC., Populus alba L., Populus nigra L., Populus tremula L., Acer campestre L., Acer granatense Boiss., Acer heldreichii Orph., Acer hyrcanum Fisch. & C.A.Mey., Acer monspessulanum L., Acer opalus Mill., Acer platanoides L., Acer pseudoplatanus L., Fraxinus angustifolia Vahl, Fraxinus excelsior L., Fraxinus ornus L., Carpinus betulus L., Carpinus orientalis Mill., Salix alba L., Salix caprea L., Salix eleagnos Scop., Tilia cordata Mill., Tilia platyphyllos Scop., Tilia tomentosa Moench, Ostrya carpinifolia Scop., Castanea sativa Mill., Ulmus glabra Huds., Ulmus laevis Pall., Ulmus minor Mill., Aesculus hippocastanum L., Arbutus unedo L., Celtis australis L., Liquidambar orientalis Mill., Juglans regia L., Platanus orientalis L., Prunus avium (L.) L., Prunus mahaleb L., Prunus padus L., Rosaceae, Sorbus aucuparia L., Sorbus domestica L., Sorbus torminalis (L.) Crantz, Picea abies (L.) H.Karst., Picea omorika (Pancic) Purk., Picea orientalis (L.) Peterm., Pinus brutia Ten., Pinus cembra L., Pinus halepensis Mill., Pinus heldreichii H.Christ, Pinus mugo Turra, Pinus nigra J.F.Arnold, Pinus peuce Griseb., Pinus pinaster Aiton, Pinus pinea L., Pinus sylvestris L., Larix decidua Mill., Pseudotsuga Carrière, Abies alba Mill., Abies borisii-regis Mattf., Abies cephalonica Loudon, Abies cilicica (Antoine & Kotschy) Carrière, Abies nebrodensis (Lojac.) Mattei, Abies nordmanniana (Steven) Spach, Abies numidica de Lannoy ex Carrière, Abies pinsapo Boiss., Cupressus dupreziana A.Camus, Cupressus sempervirens L., Cedrus atlantica (Endl.) Manetti ex Carriere, Cedrus libani A.Rich., Tetraclinis articulata (Vahl) Mast., Taxus baccata L., Juniperus communis L., Juniperus drupacea Labill., Juniperus excelsa M.-Bieb., Juniperus foetidissima Willd., Juniperus oxycedrus L., Juniperus phoenicea L., Juniperus thurifera L.)"
 ]
}

 The dataset includes 46779789 records from 8373 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0021736-241007104925546/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.