Find research datasets worth reusing
Search datasets from major research repositories and use ShareScore to quickly assess how well each record supports discovery, access, and reuse.
4,578
datasets available to search
ShareScore release 0.9.0
Dataset results
4,578 results for “Assistance”
Dataset related to article: "Quantitative assessment of the quality of home sleep studies: A computer‐assisted approach"
<p>Abstract</p> <p>Home monitoring is the most practical means of collecting sleep data in large-scale research investigations. Because the portion of recording time with poor-quality data is higher than in attended polysomnography, a quantitative assessment of the quality of each signal should be recommended. Currently, only qualitative or semi-quantitative assessments are carried out, likely because of the lack of computer-based applications to carry out this task efficiently. This paper presents an innovative computer-assisted procedure designed to perform a quantitative quality assessment of standard respiratory signals recorded by Type 2 and Type 3 portable sleep monitors. The proposed system allows to assess the quality (good versus bad) of consecutive 1-min segments of thoraco-abdominal movements, oronasal, nasal airflow and oxygen saturation through an automatic classifier. The performance of the classifier was evaluated in a sample of 30 unattended polysomnography recordings, comparing the computer output with the consensus of two expert scorers. The difference (computer versus scorers) in the percentage of good-quality segments was on average very small, ranging from -3.1% (abdominal movements) to 0.8% (nasal flow), with an average total classification accuracy from 90.2 (oronasal flow) to 94.9 (nasal flow), a Sensitivity from 0.93 (oronasal flow) to 0.98 (nasal flow), and a Specificity from 0.74 (nasal flow) to 0.86 (abdominal movements). In practical applications, the scorer can run a check-and-edit procedure, further improving the classification accuracy. Considering a sample of 270 unattended polysomnography recordings (recording time: 545 ± 44 min), the average time taken for the check-and-edit procedure of each recording was 6.9 ± 2.1 min for all respiratory signals.</p>
Developing a Virtual Reality Simulation System for Preoperative Planning of Robotic-assisted Thoracic Surgery
Open the record for dataset details and reuse information.
Prevalence of Congenital Heart Defects in Pregnancies Conceived by Assisted Reproductive Technology: A Cohort Study.
<p>Galdini A, Fesslova VME, Gaeta G, Candiani M, Pozzoni M, Chiarello C, Cavoretto PI. Prevalence of Congenital Heart Defects in Pregnancies Conceived by Assisted Reproductive Technology: A Cohort Study. J Clin Med. 2021 Nov 18;10(22):5363. doi: 10.3390/jcm10225363. PMID: 34830645; PMCID: PMC8621349.</p> <p>Abstract</p> <p><strong>Background and aim of the study: </strong>Pregnancies obtained by assisted reproductive technology (ART) are associated with an increased risk of complications and congenital anomalies, particularly congenital heart defects (CHDs). Therefore, our aim is to evaluate, retrospectively, the prevalence of CHD in ART pregnancies in our two centers and analyze their characteristics and outcomes.</p> <p><strong>Methods: </strong>Observational study including fetuses conceived by ART referred between June 2011 and September 2020 and undergoing a fetal cardiac ultrasound scan. Cases with genetic, chromosomal abnormalities or extracardiac malformations were excluded. Population included 1511 pregnancies, which consisted of 269 twins and 1242 singletons, 547 IVF (in vitro fertilization), 773 ICSI (intracytoplasmic sperm injection) and 191 oocyte donations (OD).</p> <p><strong>Results: </strong>CHDs were found in 29 fetuses, with an overall prevalence of 1.92% (29/1511), 1.85% (23/1242) in singletons and 2.23% in twins (6/269). Thirteen were IVF, eight ICSI and eight OD cases, with a greater risk of CHD after IVF and OD (IVF: 13/29 (44.8%)-one twin; ICSI: 8/29 (27.6%)-three twins); 22 had major and 7 minor defects. Two pregnancies with a hypoplastic left heart were terminated; the majority of live-born cases needed surgery. Three babies died (two post-surgery, one had a late death).</p> <p><strong>Conclusions: </strong>Our data show an increased prevalence of CHD after ART with a heterogeneous spectrum of diagnoses, mainly major defects.</p>
Dataset related to article "Robot-assisted rehabilitation of hand function after stroke: Development of prediction models for reference to therapy"
<p>DATASET #1</p> <p>Il data set è composto da 174 osservazioni riferite ad un campione di n=174 pazienti.</p> <p>Le variabili prese in considerazione per lo studio del data set sono 21:</p> <ul> <li> <p>ID_Pazient: variabile quantitativa continua, indica il numero di identificazione del paziente</p> </li> <li> <p>Sex: variabile dicotomica, indica il sesso del paziente (Maschio=0, Femmina=1)</p> </li> <li> <p>Age: variabile quantitativa continua, indica l'età del paziente nel momento in cui è stata effettuata la valutazione</p> </li> <li> <p>EMG_Control: variabile dicotomica, indica la capacità (Si=1) o meno (No=0) del soggetto di controllare il dispositivo con i propri segnali elettromiografici</p> </li> <li> <p>Force_Control: variabile dicotomica, indica la capacità (Si=1) o meno (No=0) del paziente di controllare il dispositivo con la propria forza</p> </li> <li> <p>Month_Injury: variabile quantitativa continua, indica i mesi trascorsi dalla data in cui è avvenuto l'ictus</p> </li> <li> <p>Diagnosis: variabile dicotomica, indica la tipologia di ictus: (Ischemico=0, Emorragico =1)</p> </li> <li> <p>Hemisphere: variabile dicotomica, indica quale emisfero cerebrale è stato colpito dall'ictus (Destro=0, Sinistro=1)</p> </li> <li> <p>FM_UE: variabile quantitativa discreta, indica la misura della funzione motoria dell'arto superiore determinata somministrando la scala Fugl-Meyer Upper Extremity</p> </li> <li> <p>Sensitivity: variabile quantitativa discreta, indica la sezione per la misura della sensibilità della scala Fugl-Meyer</p> </li> <li> <p>Pain_ROM: variabile quantitativa discreta, indica la sezione per la misura di articolarità e dolore della scala Fugl-Meyer</p> </li> <li> <p>FIM: variabile quantitativa discreta, indica la misura di autonomia della persona nelle attività della vita quotidiana, determinata dalla somministrazione della scala Functional Independence Measure</p> </li> <li> <p>RPS: variabile quantitativa discreta, indica la misura della funzione di raggiungimento di un oggetto</p> </li> <li> <p>Peg_Sec: variabile quantitativa continua, indica la misura della destrezza manuale fine e coincide con il rapporto tra il numero di pioli e i secondi impiegati per inserirli in uno specifico supporto</p> </li> <li> <p>PectMaj: variabile qualitativa ordinata, indica la misura della spasticità del pettorale, secondo la Modified Ashworth Scale</p> </li> <li> <p>BicBrach: variabile qualitativa ordinata, indica la misura della spasticità del bicipite, secondo la Modified Ashworth Scale</p> </li> <li> <p>FlexCarp: variabile qualitativa ordinata, indica la misura della spasticità del flessore del carpo, secondo la Modified Ashworth Scale</p> </li> <li> <p>FlexProfDig: variabile qualitativa ordinata, indica la misura della spasticità del flessore profondo delle dita, secondo la Modified Ashworth Scale</p> </li> <li> <p>FlexSupDig: variabile qualitativa ordinata, indica la misura della spasticità del flessore superficiale delle dita, secondo la Modified Ashworth Scale</p> </li> <li> <p>Ashworth_TOT: variabile quantitativa discreta, indica la misura totale della Modified Ashworth Scale, data dalla somma delle 5 variabili precedenti</p> </li> <li> <p>BB_par: variabile quantitativa discreta, indica la misura della destrezza manuale grossolana dell'arto paretico</p> </li> </ul>
Dataset related to article "Are nephrometry scores accurate for the prediction of outcomes in patients with renal angiomyolipoma treated with robot-assisted partial nephrectomy? A multi-institutional analysis "
<p>This record contains raw data related to article “Are nephrometry scores accurate for the prediction of outcomes in patients with renal angiomyolipoma treated with robot-assisted partial nephrectomy? A multi-institutional analysis"</p> <p><strong>Purpose: </strong> Prediction of complications and surgical outcomes is of outmost importance even in patients with benign renal masses. The aim of our study is to test the PADUA, SPARE and R.E.N.A.L. scores to predict nephron sparing surgery (NSS) outcomes in patients presenting with renal angiomyolipoma (RAML).</p> <p><strong>Methods: </strong> We retrospectively analyzed the clinical and pathological data of 93 patients with AML treated with robot-assisted partial nephrectomy (RAPN) at three tertiary care referral centers. Renal masses were classified according to the PADUA, SPARE and R.E.N.A.L. nephrometry scores. Surgical success was defined according to the novel Trifecta score. Logistic regression models (LRM) were fitted to predict the achievement of novel Trifecta and the risk of high-grade Clavien-Dindo (CD) complication. The receiver operating characteristics (ROC) curve analysis was used to estimate the accuracy of LRMs.</p> <p><strong>Results: </strong> Of 93 patients, 66 (69.9%) were females; median tumor size was 42 (36-48) mm. Novel Trifecta was achieved in 79 patients (84.9%) and post-operative complications classified as CD>2 occurred in 7 (7.5%) patients. At univariate and multivariate LRMs all three nephrometry scores were significantly associated with novel Trifecta achievement. Similar findings were observed for the prediction of CD>2 complications. The AUCs to predict optimal surgical outcomes and CD>2 complications were 0.791 and 0.912 for PADUA, 0.767 and 0.836 for SPARE and 0.756 and 0.842 for RENAL score, respectively.</p> <p><strong>Conclusions: </strong> RAPN appears to be a feasible and safe surgical technique for the treatment of RAML. PADUA, SPARE and RENAL scores can be safely adopted to predict surgical outcomes, with the first one showing a higher accuracy.</p> <p> </p>
A THREE-DIMENSIONAL (3D) COMPARATIVE ASSESSMENT OF THE DENTOSKELETAL EFFECTS OF CLEAR ALIGNERS VERSUS TEMPORARY ANCHORAGE DEVICE (TAD)-ASSISTED POSTERIOR INTRUSION IN ADOLESCENTS WITH ANTERIOR OPEN BITE. A SINGLE-CENTER, RETROSPECTIVE, COHORT STUDY.
<p>Anterior Open Bite (AOB) is a malocclusion characterised by the absence of overbite and contact between upper and lower incisors in centric occlusion. AOB prevalence worldwide has been reported to be approximately 5-6%, with a higher occurrence in certain ethnic groups. Management of AOB malocclusion in growing patients varies and the armamentarium of conventional clinical practice includes habit cessation devices such as tongue crib and spurs, activators, and removable or fixed posterior bite blocks aimed at controlling tongue posture and posterior eruption respectively. Alternative methods for the correction of AOB include intrusion of posterior teeth using skeletal anchorage through temporary anchorage devices (TADs) and clear aligner therapy (CAT). The current literature indicates that TAD assisted molar intrusion induces open bite closure through mandibular counter-clockwise rotation of up to 3.9<sup> </sup>degrees. It has been suggested that clear aligners produce changes in the vertical dimension through a bite-block effect, facilitating counter-clockwise autorotation of the mandible and improving skeletal open bite. A recent study on adult patients concluded that reductions in AOB with CAT are largely a result of 1mm maxillary and mandibular incisor extrusion with some increases also noted in their lingual inclination, particularly in the maxilla. Most studies to date rely on two-dimensional (2D) cephalometric analyses of AOB treatment in both non-growing and adult patients. The aim of the present study was to compare the skeletal and dentoalveolar effects of CAT versus TAD-assisted intrusion of maxillary posterior teeth in growing adolescents with AOB using three-dimensional (3D) imaging. The null hypothesis assumed that there were no statistically significant differences in skeletal and dentoalveolar changes between the two groups. Additionally, the occlusion of the CAT group was assessed with the American Board of Orthodontists Objective Grading System (ABO-OGS) in order to provide evidence of the quality of final occlusion achieved with CAT.</p>
What is the lived experience of patients with left ventricular assist devices during the COVID-19 pandemic? A qualitative analysis
<p>Trenta AM, Belloni S, Ausili D, Caruso R, Arrigoni C, Russo S, Moro M, Vellone E, Dellafiore F. What is the lived experience of patients with left ventricular assist devices during the COVID-19 pandemic? A qualitative analysis. Eur J Cardiovasc Nurs. 2022 Jun 30;21(5):438-445. doi: 10.1093/eurjcn/zvab097. PMID: 34741597; PMCID: PMC8689891.</p> <p>Abstract</p> <p><strong>Background: </strong>During the COVID-19 outbreak, patients with left ventricular assist device (LVAD) faced several changes in their daily life. However, the effects of these changes on the patients' lived experiences are not still investigated.</p> <p><strong>Aims: </strong>The current study explored the lived experience of people with left ventricular assist device (LVAD) during the COVID-19 pandemic. During the COVID-19 outbreak, people with LVADs faced several changes in their daily life. However, the effects of these changes on the patients' lived experiences are not still investigated.</p> <p><strong>Methods and results: </strong>Qualitative data analysis was conducted employing the interpretative phenomenological analysis approach. We followed the Standards for Reporting Qualitative Research guidelines. Eight male participants with LVAD aged from 65 to 82 were interviewed. Overall, two main themes ('Worsening of psychological distress' and 'Moving forward') and eight sub-themes emerged from the qualitative analysis.</p> <p><strong>Conclusions: </strong>People with LVADs experienced feelings of worry and solitude related to the risk of being infected or not receiving adequate treatment due to changes in the healthcare system during the pandemic; however, they managed to move forward with their lives using different strategies for dealing with the difficult situation.</p>
Unveiling the Sentiments and Opinions of Football Fans towards Video Assistant Referee (VAR) Technology: A Natural Language Processing Analysis
<p>The dataset has been used for the titled "Unveiling the Sentiments and Opinions of Football Fans towards Video Assistant Referee (VAR) Technology: A Natural Language Processing Analysis" provides valuable insights into the attitudes and opinions of football fans towards VAR technology. The dataset is the result of a natural language processing analysis of social media posts and online discussions related to VAR technology. It includes a comprehensive collection of sentiments, opinions, and attitudes expressed by football fans towards VAR technology, and provides researchers and analysts with a wealth of data to help them understand the public perception of this emerging technology in football. It can be used for further analysis in text analytics. </p>
AMAP: Assisted MTBC annotator pipeline
<p>Files for AMAP program</p>
Shadow mask assisted 193 nm Excimer laser processing of commercial Cyclo-Olefin-Copolymer (COC) substrates for low-cost micro-fluidic biosensing devices.
<p>An Abstract submitted to The 24th International Symposium on Laser Precision Microfabrication (LPM2023)</p>
Msi1 assists CPEB1-driven polyadenylation [CPEB1 & Msi1 RIP replicate]
GEO Series GSE68095. Xenopus laevis. 5 samples. Type: Other.
Transposase-assisted in situ capture of recombination DSB hotspots (TAID-seq) [CUT&Tag]
GEO Series GSE313963. Homo sapiens; Mus musculus. 45 samples. Type: Genome binding/occupancy profiling by high throughput sequencing.
DREAM-seq, an endonucleases-assisted mapping of R-loops: MCF-7
GEO Series GSE110477. Homo sapiens. 2 samples. Type: Other.
Effects of left ventricular assist device on cardiopulmonary exercise performance
<p>This dataset contains raw data of the article "Effects of left ventricular assist device on cardiopulmonary exercise performance"</p>
Effects of left ventricular assist device on cardiopulmonary exercise performance
<p>Raw data of the research letter: </p> <p>Effects of left ventricular assist device on cardiopulmonary exercise performance</p>
Dataset of paper: Supervised and Dynamic Neuro-Fuzzy Systems to Classify Physiological Responses in Robot-Assisted Neurorehabilitation (PLOS One)
<p>The data set contains number of user, user's physiological signals (Pulse, SCL, SCR, Respiration rate, Skin temperature), Label, Difficulty level from relax to stress. Label is codified from 1 to 5 corresponding to the Difficulty level.</p>
Raw data for "Automatic Selection of Control Features for Electroencephalography-Based Brain-Computer Interface Assisted Motor Rehabilitation: The GUIDER Algorithm": unpublished figure and source data.
<p>Classification Performances for each stroke participant according to the GUIDER and the MANUAL procedure. </p>
DATA ON: Stochastic dynamic quantitative and 3D structural matrix assisted laser desorption/ionization mass spectrometric analyses of muxture of nucleosides
<p>Experimental MALDI-MS spectra in solid-state associated with the entitled publication.</p> <p> </p>
ScienceDex guides
Understand access before you commit
These curated guides explain access requirements, typical timelines, costs, and reuse considerations for widely used research datasets.
Allen Brain Atlas
Allen Brain Atlas is an Allen Institute collection of brain map atlases, datasets, APIs, and analysis tools covering mouse, human, and non-human primate brain resources.
Annotated Behaviour and Observability Dataset (ABODe)
ABODe is a University of Edinburgh DataShare dataset for behavior classification in group-housed mice using home-cage video, identities, bounding boxes, ground-plate positions, and annotator labels.
DANDI Archive for NWB datasets
DANDI is a BRAIN Initiative archive for publishing and sharing neurophysiology data, including electrophysiology, optophysiology, and behavioral data packaged as NWB and related standards.
International Brain Laboratory public data
The International Brain Laboratory public data releases expose standardized mouse decision-making experiments, including Neuropixels recordings, widefield calcium imaging, behavior, and session metadata accessed through the ONE API.
OpenNeuro
OpenNeuro is a free, open platform for sharing neuroimaging datasets, with public search, dataset pages, and download paths for web, S3, DataLad, and the OpenNeuro CLI.