cometadata/datacite-titles-descriptions-related-identifiers huggingface dataset:
DOI: 10.6084/m9.figshare.7428947.v1
title: Unsupervised embrace pose recognition method for stuffed-toy robot

description: This paper presents a new approach to model and recognize embrace interaction based on an embrace-comfortable fabric-based touchpad attached to a stuffed-toy robot with <i>k</i>-mean clustering of location-based features. Evaluation of the method demonstrated its ability to recognize embrace poses in new users with a suitable number of clusters. Consequently, the proposed class assignment method, which assigned classes based on the most common patterns, was used to determine the number of clusters in the model selection experiment. The experimental results showed that the selected model could obtain sufficient recognition performance, which contributed to a guideline for model selection, based directly on variations of embraces without requiring ground truths. This guideline could potentially be applied to different target populations and definitions of the embrace pose.
DOI: 10.6084/m9.figshare.7428971.v2
title: ivecs_read.m

description: the matlab code used to read the dataset
DOI: 10.6084/m9.figshare.7428938
title: Supplementary Material for: Impact of Hybrid Therapy Comprising Peritoneal Dialysis and Hemodialysis on Acute Cardiovascular Events

description: <b><i>Background:</i></b> The impact of hybrid therapy comprising peritoneal dialysis (PD) and hemodialysis on cardiovascular events in PD patients remains unclear. <b><i>Objective:</i></b> We aimed to evaluate the effect of hybrid therapy on cardiovascular events. <b><i>Methods:</i></b> A total of 93 PD patients undergoing hybrid therapy for ≥3 years were divided into 2 groups according to left ventricular ejection fraction (LVEF): lower ejection fraction (LEF [<i>n</i> = 29], LVEF &lt; 60%) and normal ejection fraction (NEF [<i>n</i> = 64], LVEF ≥60%). Hospitalization rates and echocardiographic parameters were evaluated. <b><i>Results:</i></b> The 1-year hospitalization rate for acute cardiovascular events decreased after the therapy initiation in both groups (LEF: 0.36–0.11, <i>p</i> = 0.02 and NEF: 0.43–0.06, <i>p</i> &lt; 0.001). In generalized linear mixed models, LVEF (44 ± 15%) improved at 1, 2, and 3 years after initiation (53 ± 18, 55 ± 17, and 58 ± 7%; <i>p</i> &lt; 0.05) in the LEF group, whereas, in the NEF group, LVEF (68 ± 5%) was maintained at 1, 2, and 3 years after initiation (67 ± 8, 67 ± 9, and 68 ± 9%; <i>p</i> &gt; 0.05). Mitral inflow E velocity to tissue Doppler e′ ratio was maintained at the same level at 1–3 years after initiation in both groups. Left ventricular mass index (LVMI; 189 ± 41 g/m<sup>2</sup>) was decreased at 1 (178 ± 35 g/m<sup>2</sup>; <i>p</i> = 0.8), 2 (160 ± 45 g/m<sup>2</sup>; <i>p</i> = 0.008), and 3 (166 ± 47 g/m<sup>2</sup>; <i>p</i> = 0.05) years after initiation in the LEF group, whereas in the NEF group, LVMI (157 ± 45 g/m<sup>2</sup>) was maintained at 1, 2, and 3 years after initiation (153 ± 40, 155 ± 54, and 158 ± 52 g/m<sup>2</sup>; <i>p</i> &gt; 0.05). <b><i>Conclusion:</i></b> Hybrid therapy decreased acute cardiovascular events and improved systolic cardiac function in PD patients in the LEF group.
DOI: 10.6084/m9.figshare.7428971.v1
title: ivecs_read.m

description: the matlab code used to read the dataset
DOI: 10.7284/107193
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1206 using a Furuno GP-150 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428938.v1
title: Supplementary Material for: Impact of Hybrid Therapy Comprising Peritoneal Dialysis and Hemodialysis on Acute Cardiovascular Events

description: <b><i>Background:</i></b> The impact of hybrid therapy comprising peritoneal dialysis (PD) and hemodialysis on cardiovascular events in PD patients remains unclear. <b><i>Objective:</i></b> We aimed to evaluate the effect of hybrid therapy on cardiovascular events. <b><i>Methods:</i></b> A total of 93 PD patients undergoing hybrid therapy for ≥3 years were divided into 2 groups according to left ventricular ejection fraction (LVEF): lower ejection fraction (LEF [<i>n</i> = 29], LVEF &lt; 60%) and normal ejection fraction (NEF [<i>n</i> = 64], LVEF ≥60%). Hospitalization rates and echocardiographic parameters were evaluated. <b><i>Results:</i></b> The 1-year hospitalization rate for acute cardiovascular events decreased after the therapy initiation in both groups (LEF: 0.36–0.11, <i>p</i> = 0.02 and NEF: 0.43–0.06, <i>p</i> &lt; 0.001). In generalized linear mixed models, LVEF (44 ± 15%) improved at 1, 2, and 3 years after initiation (53 ± 18, 55 ± 17, and 58 ± 7%; <i>p</i> &lt; 0.05) in the LEF group, whereas, in the NEF group, LVEF (68 ± 5%) was maintained at 1, 2, and 3 years after initiation (67 ± 8, 67 ± 9, and 68 ± 9%; <i>p</i> &gt; 0.05). Mitral inflow E velocity to tissue Doppler e′ ratio was maintained at the same level at 1–3 years after initiation in both groups. Left ventricular mass index (LVMI; 189 ± 41 g/m<sup>2</sup>) was decreased at 1 (178 ± 35 g/m<sup>2</sup>; <i>p</i> = 0.8), 2 (160 ± 45 g/m<sup>2</sup>; <i>p</i> = 0.008), and 3 (166 ± 47 g/m<sup>2</sup>; <i>p</i> = 0.05) years after initiation in the LEF group, whereas in the NEF group, LVMI (157 ± 45 g/m<sup>2</sup>) was maintained at 1, 2, and 3 years after initiation (153 ± 40, 155 ± 54, and 158 ± 52 g/m<sup>2</sup>; <i>p</i> &gt; 0.05). <b><i>Conclusion:</i></b> Hybrid therapy decreased acute cardiovascular events and improved systolic cardiac function in PD patients in the LEF group.
DOI: 10.6084/m9.figshare.7428932
title: MtROS and growth in gull chicks

description: Growth, mtDNA copy number and damage, mitochondrial activity and gene expression in yellow legged gulls
DOI: 10.6084/m9.figshare.7428932.v1
title: MtROS and growth in gull chicks

description: Growth, mtDNA copy number and damage, mitochondrial activity and gene expression in yellow legged gulls
DOI: 10.7284/107194
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1206 using a Furuno GP-90D instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107210
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1206 using a Garmin GPS-17HVS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428920
title: Data for "Fast Approximate STEM Image Simulations from a Machine Learning Model"

description: This data set contains all the data for the following paper: <b>Fast Approximate STEM Image Simulations from a Machine Learning Model</b>, Aidan H. Combs, Jason J. Maldonis, Jie Feng, Zhongnan Xu, Paul M. Voyles, Dane Morgan, published in the journal <i>Advanced Structural and Chemical Imaging</i> (2019). <br> DOI : 10.1186/s40679-019-0064-2 ASCI-D-18-00004.4Contact author: Dane Morgan <br>
DOI: 10.7284/107216
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1206 using a Ashtech ADU2 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428920.v1
title: Data for "Fast Approximate STEM Image Simulations from a Machine Learning Model"

description: This data set contains all the data for the following paper: <b>Fast Approximate STEM Image Simulations from a Machine Learning Model</b>, Aidan H. Combs, Jason J. Maldonis, Jie Feng, Zhongnan Xu, Paul M. Voyles, Dane Morgan, published in the journal <i>Advanced Structural and Chemical Imaging</i> (2019). <br> DOI : 10.1186/s40679-019-0064-2 ASCI-D-18-00004.4Contact author: Dane Morgan <br>
DOI: 10.7284/107204
title: Gyrocompass data collected during research cruise NH1206 using a Sperry MK-37 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428920.v2
title: Data for "Fast Approximate STEM Image Simulations from a Machine Learning Model"

description: This data set contains all the data for the following paper: <b>Fast Approximate STEM Image Simulations from a Machine Learning Model</b>, Aidan H. Combs, Jason J. Maldonis, Jie Feng, Zhongnan Xu, Paul M. Voyles, Dane Morgan, published in the journal <i>Advanced Structural and Chemical Imaging</i> (2019). <br> DOI : 10.1186/s40679-019-0064-2 ASCI-D-18-00004.4Contact author: Dane Morgan <br>
DOI: 10.7284/107180
title: Meteorological Station data collected during research cruise NH1206 using a SIO MET-System instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/106914
title: Singlebeam Echosounder data collected during research cruise NH1206 using a Knudsen 320B/R instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428884
title: Untitled Item

description: Figure 4a: The CHAT generated bundled circular layout with phenotypic associations and the DEGs. For list of DEGs inherent to the pathways and the contexts (nodes and connecting edges), please see supplementary tables 2-3. The contextual parameters are shown in a horizontal list of nodes below the interaction network. <br> Figure 44b: A cohort of genes bundled across three contexts, <i>viz.</i> type 1 diabetes mellitus (T1D), type 2 diabetes mellitus (T2D) and obesity ( see supplementary table 3c). <br>
DOI: 10.6084/m9.figshare.7428884.v1
title: Untitled Item

description: Figure 4a: The CHAT generated bundled circular layout with phenotypic associations and the DEGs. For list of DEGs inherent to the pathways and the contexts (nodes and connecting edges), please see supplementary tables 2-3. The contextual parameters are shown in a horizontal list of nodes below the interaction network. <br> Figure 44b: A cohort of genes bundled across three contexts, <i>viz.</i> type 1 diabetes mellitus (T1D), type 2 diabetes mellitus (T2D) and obesity ( see supplementary table 3c). <br>
DOI: 10.7284/107186
title: Winch data collected during research cruise NH1206 using a Markey DUSH-5 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107178
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise NH1207 using a Hawaii UHDAS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107195
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1207 using a Furuno GP-150 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107196
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1207 using a Furuno GP-90D instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107211
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1207 using a Garmin GPS-17HVS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107217
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1207 using a Ashtech ADU2 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107205
title: Gyrocompass data collected during research cruise NH1207 using a Sperry MK-37 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107181
title: Meteorological Station data collected during research cruise NH1207 using a SIO MET-System instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428809
title: Additional file 1: of Nutritional quality modulates trait variability

description: Raw data table. (XLSX 560 kb)
DOI: 10.6084/m9.figshare.7428809.v1
title: Additional file 1: of Nutritional quality modulates trait variability

description: Raw data table. (XLSX 560 kb)
DOI: 10.7284/107187
title: Winch data collected during research cruise NH1207 using a Markey DUSH-5 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428803
title: Additional file 1: of Preliminary studies on the occurrence of nonylphenol in the marine environments, Chennaiâ a case study

description: Excel sheet. (XLSX 19 kb)
DOI: 10.6084/m9.figshare.7428803.v1
title: Additional file 1: of Preliminary studies on the occurrence of nonylphenol in the marine environments, Chennaiâ a case study

description: Excel sheet. (XLSX 19 kb)
DOI: 10.7284/107027
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise NH1208 using a Hawaii UHDAS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107197
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1208 using a Furuno GP-150 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428770
title: Additional file 2: of Genetic polymorphism and natural selection in the C-terminal 42 kDa region of merozoite surface protein-1 (MSP-1) among Plasmodium knowlesi samples from Malaysia

description: Figure S1. Nucleotide variants of 38 haplotypes of P. knowlesi MSP1-42. Identical nucleotides are marked as dots, while polymorphic sites are shaded in light green (two variants) and light blue (three variants), respectively. (ZIP 699 kb)
DOI: 10.7284/107198
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1208 using a Furuno GP-90D instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428770.v1
title: Additional file 2: of Genetic polymorphism and natural selection in the C-terminal 42 kDa region of merozoite surface protein-1 (MSP-1) among Plasmodium knowlesi samples from Malaysia

description: Figure S1. Nucleotide variants of 38 haplotypes of P. knowlesi MSP1-42. Identical nucleotides are marked as dots, while polymorphic sites are shaded in light green (two variants) and light blue (three variants), respectively. (ZIP 699 kb)
DOI: 10.7284/107212
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1208 using a Garmin GPS-17HVS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107218
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1208 using a Ashtech ADU2 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107206
title: Gyrocompass data collected during research cruise NH1208 using a Sperry MK-37 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107182
title: Meteorological Station data collected during research cruise NH1208 using a SIO MET-System instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107188
title: Winch data collected during research cruise NH1208 using a Markey DUSH-5 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107030
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise NH1209 using a Hawaii UHDAS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107199
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1209 using a Furuno GP-150 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107200
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1209 using a Furuno GP-90D instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107213
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1209 using a Garmin GPS-17HVS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107219
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1209 using a Ashtech ADU2 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107207
title: Gyrocompass data collected during research cruise NH1209 using a Sperry MK-37 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107183
title: Meteorological Station data collected during research cruise NH1209 using a SIO MET-System instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107029
title: Singlebeam Echosounder data collected during research cruise NH1209 using a Knudsen 320B/R instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107189
title: Winch data collected during research cruise NH1209 using a Markey DUSH-5 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107033
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise NH1210 using a Hawaii UHDAS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107201
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1210 using a Furuno GP-150 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107202
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1210 using a Furuno GP-90D instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428596
title: Additional file 4: of USA300 Staphylococcus aureus persists on multiple body sites following an infection

description: Antibiotic resistance phenotypes. Table of phenotypic antibiotic results for the initial infection isolates. (CSV 8â kb)
DOI: 10.6084/m9.figshare.7428596.v1
title: Additional file 4: of USA300 Staphylococcus aureus persists on multiple body sites following an infection

description: Antibiotic resistance phenotypes. Table of phenotypic antibiotic results for the initial infection isolates. (CSV 8â kb)
DOI: 10.7284/107214
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1210 using a Garmin GPS-17HVS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107220
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1210 using a Ashtech ADU2 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428572
title: Additional file2: of USA300 Staphylococcus aureus persists on multiple body sites following an infection

description: Core and recombinant regions of USA300 TCH1516. Sheet1 = list of core blocks identified by parsnp. Sheet2 = list of recombinant blocks in the core region identified by ClonalFrame (XLSX 59 kb)
DOI: 10.6084/m9.figshare.7428572.v1
title: Additional file2: of USA300 Staphylococcus aureus persists on multiple body sites following an infection

description: Core and recombinant regions of USA300 TCH1516. Sheet1 = list of core blocks identified by parsnp. Sheet2 = list of recombinant blocks in the core region identified by ClonalFrame (XLSX 59 kb)
DOI: 10.7284/107208
title: Gyrocompass data collected during research cruise NH1210 using a Sperry MK-37 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107184
title: Meteorological Station data collected during research cruise NH1210 using a SIO MET-System instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428557
title: Additional file 1: of USA300 Staphylococcus aureus persists on multiple body sites following an infection

description: Patient metadata. Breakdown of all metadata fields collected and summary of genetic results. Includes antibiotics administered to patient during the study period. (XLSX 36â kb)
DOI: 10.7284/107032
title: Singlebeam Echosounder data collected during research cruise NH1210 using a Knudsen 320B/R instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.6084/m9.figshare.7428557.v1
title: Additional file 1: of USA300 Staphylococcus aureus persists on multiple body sites following an infection

description: Patient metadata. Breakdown of all metadata fields collected and summary of genetic results. Includes antibiotics administered to patient during the study period. (XLSX 36â kb)
DOI: 10.7284/107190
title: Winch data collected during research cruise NH1210 using a Markey DUSH-5 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/107728
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1211 using a Furuno GP-90D instrument system onboard the platform RV New Horizon
DOI: 10.7284/112898
title: ADCP (Acoustic Doppler Current Profiler) data collected during research cruise NH1301 using a Hawaii UHDAS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112907
title: CTD (Conductivity, Temperature, Depth) data collected during research cruise NH1301 using a Sea-Bird SBE-911+ instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112901
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1301 using a Furuno GP-150 instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition
DOI: 10.7284/112903
title: GNSS (Global Navigation Satellite System) data collected during research cruise NH1301 using a Garmin GPS-17HVS instrument system onboard the platform RV New Horizon

description: Original (unprocessed) data collected during a Field_expedition