ZivaHub2026 · dataset
The incidence and risk factors for incarceration for violence after traumatic brain injuryBackground: There is increasing evidence to suggest that Traumatic Brain Injury (TBI) is implicated in increased incarceration for violence. TBI is commonly experienced by vulnerable populations who are at greater risk of violent offending due to health and social comorbidities. However, the impact of comorbid risk on outcomes of incarceration for violence is underexplored. Through retrospective d
NCL Data2026 · dataset
Inpatient Dataset of Guillain-Barré Syndrome Patients in Western China (2020–2026)<p dir="ltr">This data descriptor encompasses medical records from 1,419 inpatients diagnosed with Guillain-Barré Syndrome (GBS). The data were collected from six provincial-level tertiary general hospitals across Chongqing, Ningxia, Kunming, and Guizhou. The records span a collection period from January 2020 to September 2026.</p><p><br></p><p dir="ltr">For each patient, the medical records inclu
NCL Data2026 · dataset
<p>Aversion protocol.</p><div><p>Animals perceive their immediate environment through their sensory systems. While these systems rely on well-defined neuronal circuits and receptor proteins encoded by the genome, they can also be modulated by internal physiological conditions or exogenous factors. We have previously shown that the presence of certain pathogenic bacteria in the larval gut can alter the specificity of bacte
NCL Data2026 · dataset
<p>Numerical data used in panels of the Figures and supplemental Figures.</p><p>Numerical data used in panels of the Figures and supplemental Figures.</p>
NCL Data2026 · dataset
Data Sheet 1_Neuromelanin-sensitive magnetic resonance imaging in the diagnosis and assessment of Parkinson’s disease.docx<p>Parkinson’s disease (PD) is a progressive neurodegenerative disorder characterized primarily by the progressive loss of dopaminergic neurons in the substantia nigra pars compacta (SNpc); noradrenergic neurons in the locus coeruleus (LC) are also frequently affected. Because clinical motor symptoms usually emerge only after substantial neurodegeneration has occurred, there is a compelling need f
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary file 6_Admission TRIAGES score for unfavorable functional outcome after traumatic brain injury: association, prognostic performance, and comparison with the Glasgow coma scale.docxBackground<p>The Trauma Rating Index in Age, Glasgow Coma Scale, Respiratory rate, and Systolic blood pressure (TRIAGES) is a simple trauma score that has shown prognostic value for short-term mortality in traumatic brain injury (TBI), but its relationship with functional outcome remains insufficiently characterized.</p>Methods<p>We conducted a retrospective single-center cohort study of adults wi
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Table 1_Elevated platelet-to-lymphocyte ratio is associated with stroke-associated pneumonia in acute ischemic stroke: a retrospective cohort study.docxBackground<p>Stroke-associated pneumonia (SAP) is a common and serious complication of acute ischemic stroke (AIS) that substantially worsens clinical outcomes. The platelet-to-lymphocyte ratio (PLR), an accessible composite index derived from routine complete blood counts, may reflect post-stroke immune imbalance. However, its role in predicting SAP in AIS patients remains unexplored.</p>Methods<
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary file 3_Admission TRIAGES score for unfavorable functional outcome after traumatic brain injury: association, prognostic performance, and comparison with the Glasgow coma scale.docxBackground<p>The Trauma Rating Index in Age, Glasgow Coma Scale, Respiratory rate, and Systolic blood pressure (TRIAGES) is a simple trauma score that has shown prognostic value for short-term mortality in traumatic brain injury (TBI), but its relationship with functional outcome remains insufficiently characterized.</p>Methods<p>We conducted a retrospective single-center cohort study of adults wi
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Table 3_Elevated platelet-to-lymphocyte ratio is associated with stroke-associated pneumonia in acute ischemic stroke: a retrospective cohort study.docxBackground<p>Stroke-associated pneumonia (SAP) is a common and serious complication of acute ischemic stroke (AIS) that substantially worsens clinical outcomes. The platelet-to-lymphocyte ratio (PLR), an accessible composite index derived from routine complete blood counts, may reflect post-stroke immune imbalance. However, its role in predicting SAP in AIS patients remains unexplored.</p>Methods<
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary file 1_Interpretable polar-flow decomposition for torsional nystagmus lateralization in posterior-canal BPPV.docxObjective<p>Torsional nystagmus during the Dix–Hallpike maneuver represents a cardinal vestibulo-ocular reflex (VOR) sign in posterior-canal benign paroxysmal positional vertigo (pc-BPPV). This study develops an interpretable framework for automated classification of torsional nystagmus direction and temporal localization of abnormal events from clinical infrared recordings.</p>Methods<p>Infrared
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Table 2_Elevated platelet-to-lymphocyte ratio is associated with stroke-associated pneumonia in acute ischemic stroke: a retrospective cohort study.docxBackground<p>Stroke-associated pneumonia (SAP) is a common and serious complication of acute ischemic stroke (AIS) that substantially worsens clinical outcomes. The platelet-to-lymphocyte ratio (PLR), an accessible composite index derived from routine complete blood counts, may reflect post-stroke immune imbalance. However, its role in predicting SAP in AIS patients remains unexplored.</p>Methods<
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Video 1_Interpretable polar-flow decomposition for torsional nystagmus lateralization in posterior-canal BPPV.mp4Objective<p>Torsional nystagmus during the Dix–Hallpike maneuver represents a cardinal vestibulo-ocular reflex (VOR) sign in posterior-canal benign paroxysmal positional vertigo (pc-BPPV). This study develops an interpretable framework for automated classification of torsional nystagmus direction and temporal localization of abnormal events from clinical infrared recordings.</p>Methods<p>Infrared
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary file 2_Admission TRIAGES score for unfavorable functional outcome after traumatic brain injury: association, prognostic performance, and comparison with the Glasgow coma scale.docxBackground<p>The Trauma Rating Index in Age, Glasgow Coma Scale, Respiratory rate, and Systolic blood pressure (TRIAGES) is a simple trauma score that has shown prognostic value for short-term mortality in traumatic brain injury (TBI), but its relationship with functional outcome remains insufficiently characterized.</p>Methods<p>We conducted a retrospective single-center cohort study of adults wi
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Video 3_Interpretable polar-flow decomposition for torsional nystagmus lateralization in posterior-canal BPPV.mp4Objective<p>Torsional nystagmus during the Dix–Hallpike maneuver represents a cardinal vestibulo-ocular reflex (VOR) sign in posterior-canal benign paroxysmal positional vertigo (pc-BPPV). This study develops an interpretable framework for automated classification of torsional nystagmus direction and temporal localization of abnormal events from clinical infrared recordings.</p>Methods<p>Infrared
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary file 1_Admission TRIAGES score for unfavorable functional outcome after traumatic brain injury: association, prognostic performance, and comparison with the Glasgow coma scale.docxBackground<p>The Trauma Rating Index in Age, Glasgow Coma Scale, Respiratory rate, and Systolic blood pressure (TRIAGES) is a simple trauma score that has shown prognostic value for short-term mortality in traumatic brain injury (TBI), but its relationship with functional outcome remains insufficiently characterized.</p>Methods<p>We conducted a retrospective single-center cohort study of adults wi
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary file 7_Admission TRIAGES score for unfavorable functional outcome after traumatic brain injury: association, prognostic performance, and comparison with the Glasgow coma scale.docxBackground<p>The Trauma Rating Index in Age, Glasgow Coma Scale, Respiratory rate, and Systolic blood pressure (TRIAGES) is a simple trauma score that has shown prognostic value for short-term mortality in traumatic brain injury (TBI), but its relationship with functional outcome remains insufficiently characterized.</p>Methods<p>We conducted a retrospective single-center cohort study of adults wi
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Video 2_Interpretable polar-flow decomposition for torsional nystagmus lateralization in posterior-canal BPPV.mp4Objective<p>Torsional nystagmus during the Dix–Hallpike maneuver represents a cardinal vestibulo-ocular reflex (VOR) sign in posterior-canal benign paroxysmal positional vertigo (pc-BPPV). This study develops an interpretable framework for automated classification of torsional nystagmus direction and temporal localization of abnormal events from clinical infrared recordings.</p>Methods<p>Infrared
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary file 5_Admission TRIAGES score for unfavorable functional outcome after traumatic brain injury: association, prognostic performance, and comparison with the Glasgow coma scale.docxBackground<p>The Trauma Rating Index in Age, Glasgow Coma Scale, Respiratory rate, and Systolic blood pressure (TRIAGES) is a simple trauma score that has shown prognostic value for short-term mortality in traumatic brain injury (TBI), but its relationship with functional outcome remains insufficiently characterized.</p>Methods<p>We conducted a retrospective single-center cohort study of adults wi
figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Supplementary file 4_Admission TRIAGES score for unfavorable functional outcome after traumatic brain injury: association, prognostic performance, and comparison with the Glasgow coma scale.docxBackground<p>The Trauma Rating Index in Age, Glasgow Coma Scale, Respiratory rate, and Systolic blood pressure (TRIAGES) is a simple trauma score that has shown prognostic value for short-term mortality in traumatic brain injury (TBI), but its relationship with functional outcome remains insufficiently characterized.</p>Methods<p>We conducted a retrospective single-center cohort study of adults wi
ZivaHub + Deakin Research Online + DMU Figshare + HKU DataHub + Swinburne Figshare + DaYta Ya Rona + SUNScholarData + figshare + Loughborough Research Repository + GRANTS Data + UP Research Data Repository2026 · Astronomical catalogue
Table 1_Temporal synchronization during bilateral foot-tapping and its relationship with gait disturbance in patients with Parkinson’s disease.xlsxObjective<p>Previous studies using finger-tapping tasks have shown that patients with Parkinson’s disease (PD) exhibit a deficit of temporal processing linked to gait disturbance. In this study, we aimed to investigate abnormalities in lower-limb rhythmic control and their association with freezing of gait in PD using a bilateral foot-tapping task.</p>Methods<p>Fifteen patients with PD and 25 heal
HKU DataHub2026 · dataset
Table 2_Development of a machine learning-based multicenter study for predicting severe intraventricular hemorrhage in preterm infants using perinatal variables.docxAim<p>To develop and validate machine learning models for predicting severe intraventricular hemorrhage (SIVH) in preterm infants using only prenatal and intrapartum variables, and to identify the optimal model.</p>Method<p>This multicenter retrospective cohort study included preterm infants (gestational age ≤34 weeks) who required noninvasive or invasive respiratory support, using data from the J
Deakin Research Online2026 · dataset
Table 2_Development of a machine learning-based multicenter study for predicting severe intraventricular hemorrhage in preterm infants using perinatal variables.docxAim<p>To develop and validate machine learning models for predicting severe intraventricular hemorrhage (SIVH) in preterm infants using only prenatal and intrapartum variables, and to identify the optimal model.</p>Method<p>This multicenter retrospective cohort study included preterm infants (gestational age ≤34 weeks) who required noninvasive or invasive respiratory support, using data from the J
GRANTS Data2026 · dataset
Table 2_Development of a machine learning-based multicenter study for predicting severe intraventricular hemorrhage in preterm infants using perinatal variables.docxAim<p>To develop and validate machine learning models for predicting severe intraventricular hemorrhage (SIVH) in preterm infants using only prenatal and intrapartum variables, and to identify the optimal model.</p>Method<p>This multicenter retrospective cohort study included preterm infants (gestational age ≤34 weeks) who required noninvasive or invasive respiratory support, using data from the J
figshare2026 · Astronomical catalogue
Table 2_Development of a machine learning-based multicenter study for predicting severe intraventricular hemorrhage in preterm infants using perinatal variables.docxAim<p>To develop and validate machine learning models for predicting severe intraventricular hemorrhage (SIVH) in preterm infants using only prenatal and intrapartum variables, and to identify the optimal model.</p>Method<p>This multicenter retrospective cohort study included preterm infants (gestational age ≤34 weeks) who required noninvasive or invasive respiratory support, using data from the J
DaYta Ya Rona2026 · dataset
Table 1_Development of a machine learning-based multicenter study for predicting severe intraventricular hemorrhage in preterm infants using perinatal variables.docxAim<p>To develop and validate machine learning models for predicting severe intraventricular hemorrhage (SIVH) in preterm infants using only prenatal and intrapartum variables, and to identify the optimal model.</p>Method<p>This multicenter retrospective cohort study included preterm infants (gestational age ≤34 weeks) who required noninvasive or invasive respiratory support, using data from the J