cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.20372/aau_rdm/fehdgj
title: Knowledge and Practice of Oxygen Theraphy and its Associatied Factors Among Nurses Working in Pediatric units in Selected Hospitals in Hawassa City, Ethiopia,2023

description: The Data was Knowledge and Practice of Oxygen Theraphy and its Associatied Factors Among Nurses Working in Pediatric units in Selected Hospitals in Hawassa City, Ethiopia,2023
DOI: 10.15468/dl.d2bc5d
title: Occurrence Download

description: A dataset containing 215908 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, Svalbard and Jan Mayen, Norway, Sweden, Finland, Estonia, Latvia, Denmark, Portugal, Spain, France, Germany, Netherlands, Switzerland, Austria, Italy, Greece, Türkiye, Russian Federation, Belarus, Ukraine, Poland, Czechia, Slovakia, Hungary, Romania, Bulgaria, Albania, Serbia, Slovenia, Bosnia and Herzegovina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dryopteris dilatata (Hoffm.) A.Gray"
 ]
}

 The dataset includes 215908 records from 743 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071032-240506114902167/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.26021893
title: Supplementary Material for: Machine-learning-aided decision-making model for the discontinuation of continuous renal replacement therapy

description: ABSTRACT
BACKGROUND. Continuous renal replacement therapy (CRRT) is a primary form of renal support for patients with acute kidney injury in an intensive care unit. Making an accurate decision of discontinuation is crucial for the prognosis of patients. Previous research has mostly focused on the univariate and multivariate analysis of factors in CRRT, without the capacity to capture the complexity of the decision-making process. The present study thus developed a dynamic, interpretable decision model for CRRT discontinuation.
METHODS. The study adopted a cohort of 1234 adult patients admitted to an intensive care unit in the MIMIC-IV database. We used the extreme gradient boosting (XGBoost) machine learning algorithm to construct dynamic discontinuation decision models across four time points. Shapley additive explanation (SHAP) analysis was conducted to show the contribution of an individual feature to the model output.
RESULTS. Of the 1234 included patients with CRRT, 596 (48.3%) successfully discontinued CRRT. The dynamic prediction by the XGBoost model produced an area under the curve of 0.848 and accuracy, sensitivity, and specificity of 0.782, 0.786, and 0.776, respectively. The XGBoost model was thus far superior to other test models. SHAP demonstrated that the features that contributed most to the model results were the sequential organ failure assessment score, serum lactate level, and 24-hour urine output. 
CONCLUSIONS. Dynamic decision models supported by machine learning are capable of dealing with complex factors in CRRT and effectively predicting the outcome of discontinuation. 
KEYWORDS: acute kidney injury, continuous renal replacement therapy, discontinuation, machine learning
DOI: 10.20372/aau_rdm/24x2kr
title: Survival Status and it’s Associated Factors Among Under-Five Children Managed with Congenital Heart Diseases in Tikur Anbessa Specialized Hospital and Cardiac Center, Addis Ababa, Ethiopia, 2023: a Retrospective Cohort Study

description: The Data was Survival Status and it’s Associated Factors Among Under-Five Children Managed with Congenital Heart Diseases in Tikur Anbessa Specialized Hospital and Cardiac Center, Addis Ababa, Ethiopia, 2023: a Retrospective Cohort Study
DOI: 10.20372/aau_rdm/iifcka
title: Glycemic Control Level and its Associated Factors among Adult Cancer Patients with Comorbid type II Diabetes in Public Cancer Care Centers in Addis Ababa, Ethiopia, 2023

description: The Data was Glycemic Control Level and its Associated Factors among Adult Cancer Patients with Comorbid type II Diabetes in Public Cancer Care Centers in Addis Ababa, Ethiopia, 2023
DOI: 10.20372/aau_rdm/acbvzc
title: Prevalence of Death Among Patients with Myocardial Infarction In Teritiary Public Hospitals In Addis Ababa Ethiopia

description: The Data was Prevalence of Death Among Patients with Myocardial Infarction In Teritiary Public Hospitals In Addis Ababa Ethiopia
DOI: 10.20372/aau_rdm/zjxnft
title: Incidence, outcome and Associated Factors of Acute Kidney Injury Among Asphyxiated Neonates Admitted to Neoanatal Intensive Care unit of Selected Public Hospitals, Addis Ababa, Ethiopia, 2023

description: The Data was ncidence, outcome and Associated Factors of Acute Kidney Injury Among Asphyxiated Neonates Admitted to Neoanatal Intensive Care unit of Selected Public Hospitals, Addis Ababa, Ethiopia, 2023
DOI: 10.20372/aau_rdm/9t3vgu
title: Assessment of Rehabilitation Service Utilization and its Associated Factors Among Adult Cancer Patients at Tikur Anbessa Specialized Hospital Addis Ababa, Ethiopia, 2022

description: The Data was Assessment of Rehabilitation Service Utilization and its Associated Factors Among Adult Cancer Patients at Tikur Anbessa Specialized Hospital Addis Ababa, Ethiopia, 2022
DOI: 10.20372/aau_rdm/mn96fj
title: Magnitude and Associated Factors of Depression Among Adults with Chronic Skin Disease in Tertiary Hospitals In Addis Ababa, Ethiopia, 2023: an Institution-Based Cross-Sectional Study

description: The Data was Magnitude and Associated Factors of Depression Among Adults with Chronic Skin Disease in Tertiary Hospitals In Addis Ababa, Ethiopia, 2023: an Institution-Based Cross-Sectional Study
DOI: 10.20372/aau_rdm/3csyfy
title: Determinants of Dropout From Community Based Health Insurance Among Households in Sodo Zuria Woreda, Southern Ethiopia

description: The Data was Determinants of Dropout From Community Based Health Insurance Among Households in Sodo Zuria Woreda, Southern Ethiopia
DOI: 10.15468/dl.37fft7
title: Occurrence Download

description: A dataset containing 44231 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is one of (Ireland, Svalbard and Jan Mayen, Norway, Sweden, Finland, Estonia, Latvia, Denmark, Portugal, Spain, France, Germany, Netherlands, Switzerland, Austria, Italy, Greece, Türkiye, Russian Federation, Belarus, Ukraine, Poland, Czechia, Slovakia, Hungary, Romania, Bulgaria, Albania, Serbia, Slovenia, Bosnia and Herzegovina)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Dryopteris expansa (C.Presl) Fraser-Jenk. & Jermy"
 ]
}

 The dataset includes 44231 records from 339 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0071038-240506114902167/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.74k865
title: Occurrence Download

description: A dataset containing 16119 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is Nematode communities of northern temperate grassland ecosystems"
 ]
}

 The dataset includes 16119 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061838-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.z78vuv
title: Occurrence Download

description: A dataset containing 314 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Sphenisciformes)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "Year is greater than or equal to 1980",
 "OccurrenceStatus is Present",
 {
 "not" : {
 "BasisOfRecord" : [
 "is one of (Fossil, Living Specimen)"
 ]
 }
 },
 "Geometry POLYGON((-30 -90,0 -90,0 -60,-30 -60,-30 -90))"
 ]
}

 The dataset includes 314 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0061840-250920141307145/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.2zwbyx
title: Occurrence Download

description: A dataset containing 12486 species occurrences available in GBIF matching the query:
{
 "DatasetKey" : [
 "is The observation records from whale and dolphin watching inshore of Hualien, eastern Taiwan｜臺灣花蓮近海賞鯨之鯨豚觀測紀錄"
 ]
}

 The dataset includes 12486 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047460-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.jy78am
title: Occurrence Download

description: A dataset containing 88233 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Podiceps major (Boddaert, 1783)"
 ]
}

 The dataset includes 88233 records from 39 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047459-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.er2tb7
title: Occurrence Download

description: A dataset containing 131 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Ophiorrhiza pumila Champ. ex Benth.",
 "Year 1970-2000"
 ]
}

 The dataset includes 131 records from 14 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047462-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6r28zy
title: Occurrence Download

description: A dataset containing 41786 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Cypseloides niger (J.F.Gmelin, 1789)"
 ]
}

 The dataset includes 41786 records from 79 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047464-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.6zy88f
title: Occurrence Download

description: A dataset containing 27648 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "OccurrenceStatus is Present",
 "TaxonKey is Mephitis mephitis (Schreber, 1776)"
 ]
}

 The dataset includes 27648 records from 104 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047465-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.n8x7zk
title: Occurrence Download

description: A dataset containing 218 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Lepisorus fortuni (T.Moore) C.M.Kuo",
 "Year 1970-2000"
 ]
}

 The dataset includes 218 records from 16 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047468-241126133413365/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.28089209
title: Impact of nutrient loading regulation on phytoplankton dynamics in a semi-enclosed inland sea: emphasizing the combined effects of nitrogen and phosphorus variability

description: The dataset includes the model outputs.
DOI: 10.6084/m9.figshare.28089209.v1
title: Impact of nutrient loading regulation on phytoplankton dynamics in a semi-enclosed inland sea: emphasizing the combined effects of nitrogen and phosphorus variability

description: The dataset includes the model outputs.
DOI: 10.15468/dl.vqzcqh
title: Occurrence Download

description: A dataset containing 557 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eupatorium japonicum Thunb.",
 "Year 1970-2000"
 ]
}

 The dataset includes 557 records from 34 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047469-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mv2y3e
title: Occurrence Download

description: A dataset containing 558 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Senecio scandens Buch.-Ham. ex D.Don",
 "Year 1970-2000"
 ]
}

 The dataset includes 558 records from 33 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047472-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8q5pa
title: Occurrence Download

description: A dataset containing 12378 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is India",
 "GadmGid is IND.13_1",
 "OccurrenceStatus is Present",
 "TaxonKey is Plantae"
 ]
}

 The dataset includes 12378 records from 83 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047473-241126133413365/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.27625509
title: A dataset exploring urban comfort through novel wearables and environmental surveys

description: This dataset captures indoor environmental parameters, physiological responses, and subjective perceptions across three global cities. Utilizing wearable sensors, including smart eyeglasses, and a modified Cozie app, environmental and physiological data were collected, along with pre-screening, onboarding, and recurring surveys. Peripheral cues facilitated participant engagement with micro-EMA surveys, minimizing disruption over a 5-day collection period. The dataset offers insights into urban comfort dynamics, highlighting the interplay between environmental conditions, physiological responses, and subjective perceptions. Researchers can utilize this dataset to deepen their understanding of indoor environmental quality and inform the design of healthier built environments. Access to this dataset can advance indoor environmental research and contribute to the creation of more comfortable and sustainable indoor spaces.
DOI: 10.6084/m9.figshare.27126594.v1
title: Differentially expressed genes of secondary hair follicles during annual cashmere growth

description: Cashmere grows from the secondary hair follicles (SHFs) that synchronously regenerate and degenerate in a circannual rhythm. Most studies examining factors related to cashmere growth have been performed on goat skin. However, the molecular properties and regulators preferentially expressed in SHFs are less clear. In this study, we isolated the SHFs from skin under a dissecting microscope and analyzed the molecular signatures across the annual growth. We performed RNA sequencing in 12 samples across six-time points, representing the anagen (May and September), catagen (November and December) and telogen (February and March) phases, each with two biological replicates (male and female). We identified 1,289 molecular signatures that were differentially expressed between different phases. Taken together, these identified molecular signatures extended previous findings, and provide a variety of promising targets for cashmere production, thereby offering valuable starting points for future work.
DOI: 10.15468/dl.ehucdb
title: Occurrence Download

description: A dataset containing 623 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Eragrostis tenella (L.) P.Beauv. ex Roem. & Schult.",
 "Year 1970-2000"
 ]
}

 The dataset includes 623 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047474-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.v2s95r
title: Occurrence Download

description: A dataset containing 3173 species occurrences available in GBIF matching the query:
{
 "and" : [
 {
 "or" : [
 "Geometry POLYGON((105 32,112 32,112 35,105 35,105 32))",
 "Geometry POLYGON((107.5671 33.22354,110.30424 33.22354,110.30424 34.60748,107.5671 34.60748,107.5671 33.22354))"
 ]
 },
 "HasGeospatialIssue is false",
 "Year 2013-2013"
 ]
}

 The dataset includes 3173 records from 20 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047475-241126133413365/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.28089242
title: Data for SOC research in PLOS ONE

description: The dataset includes surface SOC data from the Tongken River basin in Northeast China (for the years 2013 and 2023), as well as NDVI, NPP, MAT, MAP, population, and land use data over the past decade.
DOI: 10.6084/m9.figshare.28089242.v1
title: Data for SOC research in PLOS ONE

description: The dataset includes surface SOC data from the Tongken River basin in Northeast China (for the years 2013 and 2023), as well as NDVI, NPP, MAT, MAP, population, and land use data over the past decade.
DOI: 10.15468/dl.gnuzke
title: Occurrence Download

description: A dataset containing 751 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Margaritifera Schumacher, 1815",
 "Country is Japan"
 ]
}

 The dataset includes 751 records from 40 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047476-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.et34h3
title: Occurrence Download

description: A dataset containing 1728 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Ruditapes Chiamenti, 1900",
 "Country is Japan"
 ]
}

 The dataset includes 1728 records from 76 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047477-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.21227/5vj2-5392
title: Double Landmines:data-part

description: This paper conducts in-depth research on three text classification tasks: sentiment analysis, offensive language identification, and news topic classification. The datasets used are Stanford Sentiment Treebank (SST-2), Offensive Language Identification Dataset (OLID), and AG's News. We prepare two types of data for different datasets: one is the poisoned dataset with backdoors embedded in it (with different poisoning rates), and the other is the test dataset after defense processing (to evaluate the robustness of different backdoor attack methods to defense strategies). For example, we created 6 versions of the training set of the sst-2 dataset with different poisoning rates to analyze the backdoor attack performance under different poisoning rates. In addition, we also used LLM to perform defense processing such as ONION on the test set of each dataset to evaluate the resistance of the backdoor attack method to the defense strategy.
DOI: 10.15468/dl.p4p848
title: Occurrence Download

description: A dataset containing 3698 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Corbicula Megerle von Mühlfeld, 1811",
 "Country is Japan"
 ]
}

 The dataset includes 3698 records from 91 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047478-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.awhmcf
title: Occurrence Download

description: A dataset containing 63 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Pisidium C.Pfeiffer, 1821",
 "Country is Japan"
 ]
}

 The dataset includes 63 records from 13 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047479-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.xzm6x9
title: Occurrence Download

description: A dataset containing 23 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is Neomysis Czerniavsky, 1882",
 "Country is Japan"
 ]
}

 The dataset includes 23 records from 5 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047480-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.veekw5
title: Occurrence Download

description: A dataset containing 2025 species occurrences available in GBIF matching the query:
{
 "and" : [
 "HasCoordinate is true",
 "HasGeospatialIssue is false",
 "TaxonKey is Persicaria thunbergii (Siebold & Zucc.) H.Gross",
 "Year 1970-2000"
 ]
}

 The dataset includes 2025 records from 56 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047483-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yczr9x
title: Occurrence Download

description: A dataset containing 446 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Rhododendron forrestii Balf.fil. ex Diels"
 ]
}

 The dataset includes 446 records from 38 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0047484-241126133413365/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.w8xvs3
title: Occurrence Download

description: A dataset containing 3410 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Couroupita guianensis)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 3410 records from 128 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005992-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.u4ubqk
title: Occurrence Download

description: A dataset containing 2563 species occurrences available in GBIF matching the query:
{
 "and" : [
 "TaxonKey is one of (Inga alba)",
 "HasCoordinate is true",
 "HasGeospatialIssue is false"
 ]
}

 The dataset includes 2563 records from 159 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0005995-251009101135966/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.mfh22j
title: Occurrence Download

description: A dataset containing 21347 species occurrences available in GBIF matching the query:
{
 "TaxonKey" : [
 "is Dendroctonus W.F.Erichson, 1836"
 ]
}

 The dataset includes 21347 records from 135 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0182849-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.