cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.15468/dl.ay22ho
title: Occurrence Download

description: A dataset containing 18571 species occurrences available in GBIF matching the query:
{
 "and" : [
 "DatasetKey is ZUEC-POL - Coleção de Polychaeta do Museu de Zoologia da UNICAMP"
 ]
}

 The dataset includes 18571 records from 1 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0013277-190320150433242/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.15468/dl.yqhrzt
title: Occurrence Download

description: A dataset containing 28225664 species occurrences available in GBIF matching the query:
{
 "and" : [
 "Country is South Africa",
 "OccurrenceStatus is Present"
 ]
}

 The dataset includes 28225664 records from 1494 constituent datasets; see https://api.gbif.org/v1/occurrence/download/0197610-200613084148143/datasets/export for details.
 
Data from some individual datasets included in this download may be licensed under less restrictive terms.
DOI: 10.25824/redu/sykzhp
title: VKEETPVd_Nw0020c.xvg
DOI: 10.25824/redu/x72nkb
title: VKEETPVd_Nw0025c.xvg
DOI: 10.25824/redu/tb1d7y
title: VKEETPVd_Nw0030c.xvg
DOI: 10.25824/redu/pwlecn
title: VKEETPVd_Kw0025c.xvg
DOI: 10.25824/redu/aedgr2
title: VKEETPVd_Pw010c.xvg
DOI: 10.25824/redu/ep0s0l
title: VKEETPVd_Pw025c.xvg
DOI: 10.25824/redu/8mn9op
title: VKEETPVd_Pw005c.xvg
DOI: 10.25824/redu/ixrgv3
title: VKEETPVd_Iw0045c.xvg
DOI: 10.25824/redu/da9kxo
title: VKEETPVd_Pw050c.xvg
DOI: 10.25824/redu/emslae
title: VKEETPVd_Sw005c.xvg
DOI: 10.25824/redu/nsxsfi
title: VKEETPVd_Dw0020c.xvg
DOI: 10.25824/redu/musopm
title: npt_Rw0035g.edr
DOI: 10.25824/redu/i6rv8v
title: npt_Qw0035g.edr
DOI: 10.34760/62276abe40ae9
title: GIA 105 - Achlum

description: Het betreft een steilkant- en terpzoolonderzoek. Van de steilkant wordt een profiel gemaakt. Daarnaast worden er in de terpzool twee werkputten aangelegd, tot op de natuurlijk ondergrond. Voor de steilkant wordt ook een werkput aangelged. Deze werkput wordt in zuidelijke richting tot op het naastgelegen perceel doorgetrokken, waardoor een oude stroomgeul onderzocht kan worden.
description: It concerns a steep edge and terp sole examination. A profile is made of the steep side. In addition, two work pits are being constructed in the terpsole, down to the natural subsoil. A work pit is also being constructed for the steep side. This work pit is extended in a southerly direction to the adjacent plot, so that an old stream channel can be investigated.
DOI: 10.25824/redu/v6duyb
title: npt_Pw050g.edr
DOI: 10.25824/redu/ox7cij
title: VKEETPVd_Tw014c.xvg
DOI: 10.25824/redu/aeedf4
title: VKEETPVd_Iw0030c.xvg
DOI: 10.25824/redu/u4yhof
title: npt_Sw065g.edr
DOI: 10.5281/zenodo.6337710
title: Verbascum thapsus SPAdes preassembly

description: .
DOI: 10.5281/zenodo.6337709
title: Verbascum thapsus SPAdes preassembly

description: .
DOI: 10.25824/redu/vf3a6n
title: VKEETPVd_Sw065c.xvg
DOI: 10.25824/redu/eivjpf
title: VKEETPVd_Tw006c.xvg
DOI: 10.25824/redu/shxzhy
title: VKEETPVd_Tw003c.xvg
DOI: 10.25824/redu/jdmxme
title: npt_Tw003g.edr
DOI: 10.25824/redu/tvrk0x
title: VKEETPVd_Sw025c.xvg
DOI: 10.25824/redu/7omfkh
title: npt_Qw0015g.edr
DOI: 10.25824/redu/0bo7f7
title: npt_Rw0015g.edr
DOI: 10.25824/redu/uufifc
title: VKEETPVd_Tw010c.xvg
DOI: 10.25824/redu/yugnrt
title: npt_Mw0030g.edr
DOI: 10.25824/redu/tzzfuf
title: npt_Nw0020g.edr
DOI: 10.25824/redu/0zhpab
title: VKEETPVd_Vw003c.xvg
DOI: 10.25824/redu/tef4js
title: npt_Pw025g.edr
DOI: 10.25824/redu/sszqdt
title: VKEETPVd_Vw005c.xvg
DOI: 10.25824/redu/choaef
title: npt_Sw005g.edr
DOI: 10.25824/redu/deakoa
title: VKEETPVd_Vw009c.xvg
DOI: 10.25824/redu/9vxh6m
title: npt_Rw0025g.edr
DOI: 10.25824/redu/hkolfq
title: npt_Lw0030g.edr
DOI: 10.25824/redu/jln3tr
title: npt_Pw010g.edr
DOI: 10.25824/redu/ipyeyh
title: npt_Nw0030g.edr
DOI: 10.25824/redu/mrvj6i
title: VKEETPVd_Yw00004o.xvg
DOI: 10.25824/redu/tgrrv9
title: VKEETPVd_Vw005o.xvg
DOI: 10.25824/redu/gfhmeq
title: VKEETPVd_Ww00080o.xvg
DOI: 10.25824/redu/adcnph
title: VKEETPVd_Vw012c.xvg
DOI: 10.25824/redu/afnkkf
title: VKEETPVd_Yw00005o.xvg
DOI: 10.25824/redu/7vvwpi
title: VKEETPVd_Yw00002o.xvg
DOI: 10.25824/redu/7cnfzi
title: npt_Pw005g.edr
DOI: 10.25824/redu/u3caa3
title: VKEETPVd_Vw009o.xvg
DOI: 10.6084/m9.figshare.19312271.v1
title: Dataset: Terahertz displacive excitation of a coherent Raman-active phonon in V2O3

description: Dataset of the manuscript: Terahertz displacive excitation of a coherent Raman-active phonon in V2O3
DOI: 10.25824/redu/xcayb1
title: VKEETPVd_Yw00003o.xvg
DOI: 10.6084/m9.figshare.19312271
title: Dataset: Terahertz displacive excitation of a coherent Raman-active phonon in V2O3

description: Dataset of the manuscript: Terahertz displacive excitation of a coherent Raman-active phonon in V2O3
DOI: 10.25824/redu/yxpec2
title: VKEETPVd_Ww00120o.xvg
DOI: 10.6084/m9.figshare.19237293.v2
title: Author Checklist - Full.pdf

description: Author Checklist - Full.pdf
DOI: 10.25824/redu/ia92ww
title: npt_Mw0065g.edr
DOI: 10.25824/redu/gansfd
title: VKEETPVd_Tw014o.xvg
DOI: 10.25824/redu/3uwwmz
title: npt_Sw025g.edr
DOI: 10.25824/redu/xxerco
title: VKEETPVd_Tw010o.xvg
DOI: 10.25824/redu/yaj3ee
title: npt_Qw0050g.edr
DOI: 10.25824/redu/bu5bxe
title: VKEETPVd_Vw012o.xvg
DOI: 10.34760/62276cbcc602a
title: GIA 117 - Firdgum

description: De aanleiding voor het onderzoek in Firdgum, gelegen binnen het huidige Friesland (Nederland), was drieledig. In de eerste plaats was er de wetenschappelijke interesse naar de relatie tussen bewoning en landschap in een voormalig kweldergebied. In het geval van Firdgum is vooral de ligging van de onderzoekslocatie op n van de meest noordelijke kwelderwallen van Westergo interessant. Het onderzoek in Firdgum vormt daarmee een belangrijke aanvulling op de eerdere opgraving van terpen te Wijnaldum-Tjitsma, Djongum-Heringa, Peins-Oost en Achlum binnen hetzelfde deel van Friesland gelegen op meer zuidelijke kwelderwallen.
description: The motivation for the archaeological research at Firdgum, in the present-day province of Friesland (the Netherlands), was threefold. In the first place, there is a scientific interest in the relationship between habitation and landscape in a former salt-marsh area. In the case of Firdgum, the research location on one the northernmost salt-marsh ridges of Westergo is of special interest. The research at Firdgum forms an important addition to earlier excavations of terp sites at Wijnaldum-Tjitsma, Djongum-Heringa, Peins-Oost and Achlum within the same part of Friesland located on more southern salt-marsh ridges.
DOI: 10.25824/redu/jl1xq1
title: VKEETPVd_Vw003o.xvg
DOI: 10.25824/redu/daiavd
title: npt_Mw0015g.edr
DOI: 10.25824/redu/mekaz8
title: VKEETPVd_Ww00070o.xvg
DOI: 10.25824/redu/ljami1
title: npt_Sw010g.edr
DOI: 10.25824/redu/bi34cs
title: npt_Mw0045g.edr
DOI: 10.25824/redu/7qykyi
title: npt_Nw0015g.edr
DOI: 10.25824/redu/wfqdtg
title: npt_Lw0025g.edr
DOI: 10.25824/redu/6m7t3g
title: VKEETPVd_Sw065o.xvg
DOI: 10.5281/zenodo.5908025
title: Structural Rearrangement of the Serotonin Transporter Intracellular Gate Induced by Thr276 Phosphorylation

description: Molecular dynamics trajectories for <em>Structural Rearrangement of the Serotonin Transporter Intracellular Gate Induced by Thr276 Phosphorylation</em> by Matthew C. Chan, Erik Procko, Diwakar Shukla.
DOI: 10.25824/redu/7ws203
title: npt_Lw0020g.edr
DOI: 10.5281/zenodo.5908024
title: Structural Rearrangement of the Serotonin Transporter Intracellular Gate Induced by Thr276 Phosphorylation

description: Molecular dynamics trajectories for <em>Structural Rearrangement of the Serotonin Transporter Intracellular Gate Induced by Thr276 Phosphorylation</em> by Matthew C. Chan, Erik Procko, Diwakar Shukla.
DOI: 10.5281/zenodo.6337736
title: Aegypius monachus SPAdes preassembly

description: .
DOI: 10.5281/zenodo.6337735
title: Aegypius monachus SPAdes preassembly

description: .
DOI: 10.25824/redu/nvqugb
title: npt_Iw0045g.edr
DOI: 10.25824/redu/bha039
title: npt_Hw0035g.edr
DOI: 10.25824/redu/alpdk5
title: npt_Iw0015g.edr
DOI: 10.25824/redu/vytgel
title: npt_Yw00005c.edr
DOI: 10.34760/62276c7ebf94b
title: GIA 112 - Jelsum

description: Doel van het onderzoek in Jelsum, gelegen in de provincie Friesland (Nederland) was om een inzicht te verkrijgen in de opbouw en ruimtelijke/chronologische ontwikkeling van het centrale deel van de dorpsterp, de landschappelijke relatie van deze nederzetting met de naastgelegen Middelzee, en de mate van erosie en conservering van het te onderzoeken terprestant. Hiervoor werd de steilkant in het centrale deel van de grotendeels afgegraven dorpsterp opgeschoond en gedocumenteerd, een reeds in 1981 haaks hierop gegraven sleuf opnieuw geopend en vlak voor de steilkant een werkput in de top van de natuurlijke kwelder aangelegd. Voor het vaststellen van de mate van erosie en/of conservering van resterende terplagen door de Rijksdienst voor het Cultureel Erfgoed micromorfologisch onderzoek uitgevoerd.
description: The aim of the research at Firdgum, situated in present-day Friesland (the Netherlands) was to gain insight into the structure and spatial/chronological development of the central part of the settlement mound (terp), the landscape relationship of this settlement with the adjacent tidal system of the Middelzee, and the degree of erosion and conservation of the settlement layers under investigation. For this purpose, the steep scarp in the central part of the largely quarried settlement mound (terp section) was cleaned and documented, a previous excavation trench from 1981 was reopened, and a shallow, horizontal excavation trench was documented in the upper part of the natural salt marsh deposits directly underneath the terp settlement. Micromorphological research was carried out by the Cultural Heritage Agency to determine the extent of erosion and the conservation of remaining terp layers.
DOI: 10.25824/redu/ppll63
title: npt_Gw005g.edr
DOI: 10.25824/redu/d4nwnz
title: npt_Fw0025g.edr
DOI: 10.25824/redu/mn9a19
title: VKEETPVd_Sw025o.xvg
DOI: 10.25824/redu/8f7enn
title: npt_Qw0020g.edr
DOI: 10.25824/redu/6fxsuy
title: npt_Lw0015g.edr
DOI: 10.25824/redu/kr0o53
title: npt_Kw0035g.edr
DOI: 10.6084/m9.figshare.19323386.v1
title: Coseismic slip model for the 2021 M8.2 Chignik earthquake

description: Here is the coseismic slip model we present in <i>Cascading Rupture of a Megathrust </i>submitted to Science Advance. <br>This dataset includes 3 files. They are:<br>1. FourCornerCoordinateofSubfaults: The file records the fault geometry we used in inversion. Every raw indicates a subfault<br>2. Chginik_slip_model_2021: The file records slip we invert at the geometry center of every subfault.<br>3. slip.grd: The slip model in grid format
DOI: 10.25824/redu/drzulq
title: VKEETPVd_Tw003o.xvg
DOI: 10.25824/redu/w4hv1d
title: VKEETPVd_Sw010c.xvg
DOI: 10.6084/m9.figshare.19323386.v2
title: Coseismic slip model for the 2021 M8.2 Chignik earthquake

description: Here is the coseismic slip model we present in <i>Cascading Rupture of a Megathrust </i>(Elliott et. al 2022)submitted to Science Advance. <br>This dataset includes 4 files. They are:<br>1. FourCornerCoordinateofSubfaults: The file records the fault geometry we used in inversion. Every raw indicates a subfault<br>2. Chginik_slip_model_2021: The file records slip we invert at the geometry center of every subfault.<br>3. slip.grd: The slip model in grid format<br>4. Readme: Information about this dataset
DOI: 10.5517/ccdc.csd.cc24vh7r
title: CSD 1991664: Experimental Crystal Structure Determination

description: Related Article: Mingjun Xia|2021|CSD Communication|||
DOI: 10.6084/m9.figshare.19323506
title: Rainbow trout genotypes and phenotypes

description: This dataset is composed of 4 files. Three files (final_genos.bed, final_genos.bim, final_genos.fam) are the genetic data in PLINK 1.9 format -- the data comes from the Affymetrics 57K SNP chip. The file finals_phenos.txt is a table of phenotypes<br>
DOI: 10.17179/excli2022-4702/supplementary_information
title: Analysis of hematological parameters in rheumatoid arthritis patients receiving biological therapy: contribution to prevention of avoidable hematological complications

description: Administration of biological therapy (BT) in rheumatoid arthritis (RA) patients is often associated with hematological complications, which result in switching among therapies. Thus, there is an instant need for suitable screening parameters that will help to individualize the therapy and minimize the onset of adverse effects. We analyzed the hematological profile of 99 RA patients receiving TNFα (Adalimumab - ADA, Golimumab - GOL, Etanercept - ETA) or IL-6 receptor (Tocilizumab - TCZ) inhibitors in order to find possible indicators to improve personalization of RA therapy. BTs significantly affect the levels of observed hematological parameters. In contrast to TNF-α inhibitors, TCZ normalized almost all monitored hematological parameters to values of healthy donors. Only GOL from the TNF-α inhibitors studied, was able to normalize neutrophil counts, as well as platelet indicators. Importantly, effects on the blood parameters (e.g. lymphocytes or platelet count) differ even within the same therapeutic group (anti-TNFα). Variable effects of individual biological agents in RA treatment point to importance to evaluate the patient’s hematological profile to improve the selection of suitable BT. It will help to personalize the administration of BT and prevent unnecessary switching from an effective therapy just because of provocation of avoidable hematological complications.
description: EXCLI Journal; 21:Doc580; ISSN 1611-2156
DOI: 10.5281/zenodo.6337941
title: Spizaetus ornatus SPAdes preassembly

description: .
DOI: 10.5281/zenodo.6337940
title: Spizaetus ornatus SPAdes preassembly

description: .
DOI: 10.6084/m9.figshare.19322696
title: Autoregulation of switching behavior by cellular compartment size

description: Matlab data files for reconstructing the results in the paper "Autoregulation of switching behavior by cellular compartment size"
DOI: 10.6084/m9.figshare.19322696.v2
title: Autoregulation of switching behavior by cellular compartment size

description: Matlab data files for reconstructing the results in the paper "Autoregulation of switching behavior by cellular compartment size"
DOI: 10.6084/m9.figshare.19322696.v1
title: Autoregulation of switching behavior by cellular compartment size

description: Matlab data files for reconstructing the results in the paper "Autoregulation of switching behavior by cellular compartment size"
DOI: 10.34740/kaggle/dsv/3270449
title: Mahanagar Yatayat Dataset
DOI: 10.6084/m9.figshare.19323527
title: Food Stores Data in Austin

description: These two datasets contain healthy food outlets and unhealthy food outlets in Austin Texas in 2017.
DOI: 10.5281/zenodo.6337968
title: Data Transformation for Clustering Utilization for Feature Detection in MS

description: Dataset and roof-of-concept method used for proceeding titled "Data Transformation for Clustering Utilization<br> for Feature Detection in MS" of IWBBIO 22 conference.
DOI: 10.5281/zenodo.6337967
title: Data Transformation for Clustering Utilization for Feature Detection in MS

description: Dataset and roof-of-concept method used for proceeding titled "Data Transformation for Clustering Utilization<br> for Feature Detection in MS" of IWBBIO 22 conference.
DOI: 10.5281/zenodo.6047619
title: Extended Matrix - Desenzano

description: Extended Matrix - Desenzano
DOI: 10.5281/zenodo.6338015
title: A Systematic Evaluation of Large Language Models of Code

description: Test sets of ~100 files in each of 12 programming languages. These files are not included in The Pile, and thus models such as GPT-Neo, GPT-J, GPT-NeoX were not trained on them. In the paper, we use these test sets to compare a variety of language models of code including OpenAI's Codex, GPT-J, GPT-Neo, GPT-NeoX-20B, and CodeParrot and our PolyCoder model.
description: https://arxiv.org/abs/2202.13169
DOI: 10.34740/kaggle/dsv/3270516
title: YouTube Trending Video Dataset (updated daily)
DOI: 10.5281/zenodo.4419957
title: Sublethal exposure to deltamethrin stimulates reproduction and has limited effects on post-hatching maternal care in the European earwig

description: Data set and associated R script used to obtain the statistical results presented in the corresponding study.
DOI: 10.5281/zenodo.4419956
title: Sublethal exposure to deltamethrin stimulates reproduction and has limited effects on post-hatching maternal care in the European earwig

description: Data set and associated R script used to obtain the statistical results presented in the corresponding study.
DOI: 10.6073/pasta/183f8d2ee7179588169331f4a82af218
title: Year 2017, 15 minute interval, water quality measurements of water column temperature, salinity, oxygen, and depth, mid-estuary in Parker River near railroad bridge, Newbury, MA.

description: Year 2017 water quality sonde data.15 minute readings of water column temperature, salinity, oxygen and depth in the Parker River Estuary near the railroad bridge in Newbury, MA, mid-estuary, about 12.5 km upstream from mouth of Plum Island Sound
DOI: 10.6084/m9.figshare.19294544
title: NTS_QECH

description: <b>Background</b>The Malawi-Liverpool Wellcome Trust Clinical Research Programme (MLW) has undertaken sentinel surveillance of bloodstream infection and meningitis at Queen Elizabeth Central Hospital (QECH), Blantyre, Malawi for 20 years. Previously, three epidemics of <i>Salmonella </i>bloodstream infection have been identified. Here we provide updated surveillance data on invasive non-typhoidal <i>Salmonella</i> disease from 2011 – 2019. <b>Methods</b>Surveillance data describing trends in invasive non-typhoidal <i>Salmonella</i> disease and associated antimicrobial susceptibility profiles are presented for the period January 2011 – December 2019. <b>Results</b>Between January 2011-December 2019, 128,588 blood cultures and 40,769 cerebrospinal fluid cultures were processed at MLW. 1.00% of these were positive for <i>S.</i> Typhimurium, 0.10% for <i>S.</i> Enteritidis, and 0.05% positive for other <i>Salmonella </i>species. Estimated minimum incidence of iNTS disease decreased from 21/100,000 per year in 2011 to 7/100,000 per year in 2019. Over this period, 26 confirmed cases of<i> Salmonella</i> meningitis were recorded (88.5% <i>S.</i> Typhimurium). Between 2011-2019 there was a substantial decrease in proportion of <i>S.</i> Typhimurium (78.5% to 27.7%) and <i>S. </i>Enteritidis (31.8% in 2011 to 0%) that were multidrug-resistant. Resistance to fluoroquinolones and 3<sup>rd</sup> generation cephalosporins (3GC) remained uncommon, however 3GC increased amongst <i>Salmonella</i> spp. and <i>S</i>. Typhimurium in the latter part of the period. <b>Conclusions</b>The total number of iNTS bloodstream infections decreased between 2011-2019. Although the number MDR <i>S.</i> Typhimurium and <i>S.</i> Enteritidis isolates has fallen, the number of MDR isolates of other <i>Salmonella </i>spp. has increased, including 3GC isolates.
DOI: 10.6084/m9.figshare.19294544.v1
title: NTS_QECH

description: <b>Background</b>The Malawi-Liverpool Wellcome Trust Clinical Research Programme (MLW) has undertaken sentinel surveillance of bloodstream infection and meningitis at Queen Elizabeth Central Hospital (QECH), Blantyre, Malawi for 20 years. Previously, three epidemics of <i>Salmonella </i>bloodstream infection have been identified. Here we provide updated surveillance data on invasive non-typhoidal <i>Salmonella</i> disease from 2011 – 2019. <b>Methods</b>Surveillance data describing trends in invasive non-typhoidal <i>Salmonella</i> disease and associated antimicrobial susceptibility profiles are presented for the period January 2011 – December 2019. <b>Results</b>Between January 2011-December 2019, 128,588 blood cultures and 40,769 cerebrospinal fluid cultures were processed at MLW. 1.00% of these were positive for <i>S.</i> Typhimurium, 0.10% for <i>S.</i> Enteritidis, and 0.05% positive for other <i>Salmonella </i>species. Estimated minimum incidence of iNTS disease decreased from 21/100,000 per year in 2011 to 7/100,000 per year in 2019. Over this period, 26 confirmed cases of<i> Salmonella</i> meningitis were recorded (88.5% <i>S.</i> Typhimurium). Between 2011-2019 there was a substantial decrease in proportion of <i>S.</i> Typhimurium (78.5% to 27.7%) and <i>S. </i>Enteritidis (31.8% in 2011 to 0%) that were multidrug-resistant. Resistance to fluoroquinolones and 3<sup>rd</sup> generation cephalosporins (3GC) remained uncommon, however 3GC increased amongst <i>Salmonella</i> spp. and <i>S</i>. Typhimurium in the latter part of the period. <b>Conclusions</b>The total number of iNTS bloodstream infections decreased between 2011-2019. Although the number MDR <i>S.</i> Typhimurium and <i>S.</i> Enteritidis isolates has fallen, the number of MDR isolates of other <i>Salmonella </i>spp. has increased, including 3GC isolates.
DOI: 10.6084/m9.figshare.19323656
title: Burnout among frontline health professionals during the COVID-19 pandemic: a cross-sectional study from Egypt and Sudan

description: Data set<br>
DOI: 10.6084/m9.figshare.19323656.v1
title: Burnout among frontline health professionals during the COVID-19 pandemic: a cross-sectional study from Egypt and Sudan

description: Data set<br>
DOI: 10.5281/zenodo.5638469
title: MODYS-video: 2D Human pose estimation data and Dyskinesia Impairment Scale scores from children and young adults with dyskinetic cerebral palsy

description: The dataset contains the 2D coordinates in pixels of body landmarks (wrists, ankles, shoulders, hips, knees and ankles) extracted from 188 videos of 34 children with dyskinetic cerebral palsy using DeepLabCut [1] and appertaining clinical scores of the Dyskinesia Impairment Scale (DIS) [2]. The videos were collected during the item “lying in rest” and “sitting in rest” of the DIS at three time points during a clinical trial on the effect of intrathecal baclofen [3]. Children had a mean age of 14y2m (SD 4.0), 26 were male. Their gross motor function classification system level ranged from IV-V and their manual ability classification system level from III-V. Original videos have length of 4-35 seconds with a resolution of 720x575 pixels and are sampled with 25 Hz. We added stick figures to complement the data for context and ease of understanding. They were created from the 2D coordinates that were extracted with a likelihood &gt;0.8. Clinical scoring was performed by three trained experts (according to the DIS) on the original videos. Within the items “lying in rest” and “sitting in rest” the amplitude and duration of dystonia and choreoathetosis of the trunk, proximal right arm, proximal left arm, proximal right leg and proximal left leg are scored on a 0-4 ordinal scale and calculated towards a percentage score between 0-1. The dataset can be used in a machine learning approach to automatically assess dystonia and choreoathetosis of children with dyskinetic cerebral palsy using 2D coordinates of body points extracted from videos. References: 1. Mathis, A., et al., DeepLabCut: markerless pose estimation of user-defined body parts with deep learning. Nat Neurosci, 2018. 21(9): p. 1281-1289. 2. Monbaliu, E., et al., The dyskinesia Impairment Scale: a new instrument to measure dystonia and choreoathetosis in dyskinetic cerebral palsy. Dev Med Child Neurol, 2012. 54: p. 278-283. 3. Bonouvrie, L.A., et al., The Effect of Intrathecal Baclofen in Dyskinetic Cerebral Palsy: The IDYS Trial. Ann Neurol, 2019. 86: p. 79-90.
description: Grants/Funding: The project is funded by the Netherlands Organization for Health Research and Development (ZonMW, Innovative medical device initiative (IMDI) project number 104022005). Support is provided by the Small-Scale Initiatives in Machine Learning (OpenSSI 2021) of the Netherlands eScience Center. Helga Haberfehlner is funded by the Postdoctoral Fellow Marie Skłodowska-Curie Actions - Seal of Excellence of the Research Foundation – Flanders (SoE fellowship_12ZZW22N).
DOI: 10.6084/m9.figshare.19323626
title: sstar_supplementary_data.tar.gz

description: Supplementary data for sstar