nils-herrmann/clean_scirepeval huggingface dataset:
Wireless non-contact biopotential electrodes

Ubiquitous physiological monitoring will be a key driving force in the upcoming wireless health revolution. Cardiac and brain signals in the form of ECG and EEG are two critical health indicators that directly benefit from long-term monitoring. Despite advancements in wireless technology and electronics miniaturization, however, the use of wireless home ECG/EEG monitoring is still limited by the inconvenience and discomfort of wet adhesive electrodes.
 We have developed a wireless biopotential instrumentation system using non-contact capacitive electrodes that operate without skin contact. The compact, battery-powered, wireless system accepts inputs from both standard Ag/AgCl electrodes and non-contact sensors and provides live telemetry to a laptop computer. We will demonstrate the interactive, prototype ECG/EEG system for acquiring cardiac and brain signals quickly and through clothing.
Hydrotherapy versus conventional land-based exercise for the management of patients with osteoarthritis of the knee: a randomized clinical trial.

This study was designed to evaluate the effectiveness of hydrotherapy in subjects with osteoarthritis (OA) of the knee compared with subjects with OA of the knee who performed land-based exercises.



Sixty-four subjects with OA of the knee were randomly assigned to 1 of 2 groups that performed exercises for 18 weeks: a water-based exercise group and a land-based exercise group. The outcome measures included a visual analog scale (VAS) for pain in the previous week, the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC), pain during gait assessed by a VAS at rest and immediately following a 50-foot (15.24-m) walk test (50FWT), walking time measured at fast and comfortable paces during the 50FWT, and the Lequesne Index. Measurements were recorded by a blinded investigator at baseline and at 9 and 18 weeks after initiating the intervention.



The 2 groups were homogenous regarding all parameters at baseline. Reductions in pain and improvements in WOMAC and Lequesne index scores were similar between groups. Pain before and after the 50FWT decreased significantly over time in both groups. However, the water-based exercise group experienced a significantly greater decrease in pain than the land-based exercise group before and after the 50FWT at the week-18 follow-up.



Both water-based and land-based exercises reduced knee pain and increased knee function in participants with OA of the knee. Hydrotherapy was superior to land-based exercise in relieving pain before and after walking during the last follow-up. Water-based exercises are a suitable and effective alternative for the management of OA of the knee.
Accuracy of C-reactive protein, procalcitonin, and mid-regional pro-atrial natriuretic peptide to guide site of care of community-acquired pneumonia

The use at bedside of C-reactive protein (CRP), procalcitonin (PCT) or mid-regional pro-atrial natriuretic peptide (ANP) has been advocated to help management of patients with community-acquired pneumonia (CAP) in emergency medicine. To assess the effectiveness of CRP, PCT, and ANP measures in assisting emergency physicians deciding hospital admission for CAP with low risk of complication. Multicenter, prospective, observational study with blind evaluation. Emergency departments of 12 French hospitals. Five hundred forty-nine consecutive, immunocompetent adult patients with mild CAP. Centralized and blind measure of baseline CRP, PCT, and ANP; sensitivity, specificity, and positive and negative likelihood ratios for determining hospital admission. Gold standard for admission was defined by experts’ advice combined with admission requirement or death at 28 days. Optimal threshold values were determined by receiver operating characteristic (ROC) curves, and area under curve (AUC) of the three biomarkers was compared. According to gold standard, 310 (56%) patients required admission and 239 (44%) needed to be discharged. PCT and ANP levels increased with Pneumonia Severity Index risk categories. ANP (AUC 0.76 [95% CI 0.72–0.80]) more accurately predicted admission requirement than did PCT (AUC 0.65 [95% CI 0.61–0.70]) or CRP (AUC 0.59 [95% CI 0.54–0.64]) (both p values <0.01). We determined that 135 pmol/L was a threshold for ANP level to discriminate admission requirement (positive likelihood ratio 7.45 [95% CI 4.22–8.16]). In a selected population of CAP with low risk of complication, a single ANP measurement was more accurate than CRP and PCT to predict appropriate admission. These results should be confirmed by additional studies.
Positive and negative aspects of well-being as correlates of breast reconstruction decision

The aim of the study was to explore the role of positive and negative aspects of well-being in a breast reconstruction decision, described in terms of the transtheoretical model of change (TTM). The study comprised 216 women after total mastectomy in the cross-sectional design. The positive aspects of well-being were measured using the Rosenberg Self-Esteem Scale and Generalised Self-Efficacy Scale; the negative aspects were assessed using the Beck Depression Inventory and State-Trait Anxiety Inventory (T-Anxiety scale). The multinomial logistic regression analyses were implemented, and the action stage was chosen as a relevant category. McFadden’s pseudo R-squared for positive, negative and combined aspects of well-being models equalled 0.28, 0.13 and 0.27, respectively. For the first model, the differential effects were observed for well-being, age and relationship status (54 % correctly classified cases), whereas for the model with negative aspects—only age and well-being (44 % correctly classified cases). For a model combining two aspects of well-being, the pattern was similar to the one observed for positive well-being (53 % correctly classified cases). The likelihood of classifying women in the action stage rather than in the precontemplation stage was determined by three variables: being in a relationship, better well-being and younger age. For the contemplation stage, the same relations were obtained for well-being and age. Finally, for the preparation stage, the well-being effect disappeared. The results suggest that positive rather than negative aspects of well-being, after control for sociodemographic variables, may be significant correlates of breast reconstruction decision.
Prospective observational study to evaluate risk factors for falls in institutionalized elderly people: the role of cystatin C.

To evaluate the role of balance and gait disorders, comorbidities and laboratory abnormalities in the occurrence of falls in an institutionalized elderly population.



We made a non-interventional, prospective, observational study in elderly institutionalized people. Comorbidities and information on treatments were obtained. Function and cognition were measured using the Katz Index, the Tinetti Balance and Gait, lower extremity function tests and the Mini-Mental test. At the inclusion, the analytical was made including cystatin C. Falls were recorded for 20 months after inclusion.



Patients with falls were older (85 ± 7 vs. 82 ± 8, p = 0.04) and more often female (88 vs. 12 %, p = 0.01). Dyslipidemia, hypertension and antihypertensive treatment were associated with an increased risk of falls. Cystatin C was higher in patients with falls (0.96 ± 0.21 vs. 1.12 ± 0.29, p = 0.02). Functional tests showed differences in the Tinetti balance test (15 ± 2 vs. 13 ± 3, p = 0.04) and lower extremity function balance test (2.8 ± 1.2 vs. 2.2 ± 1.2, p = 0.05). The Mini-Mental State Examination (MMSE) scores were worse in patients with falls (22 ± 4 vs. 25 ± 4, p = 0.01). Only female status (6.2, p = 0.03), the MMSE scores (1.2, p = 0.02) and cystatin C (5.3, p = 0.02) were independent risk factors for falls after logistic regression.



Female sex, cognitive impairment and cystatin C were risk factors for falls in non-dependent institutionalized elderly people.
Homocysteine-Lowering by B Vitamins Slows the Rate of Accelerated Brain Atrophy in Mild Cognitive Impairment: A Randomized Controlled Trial

An increased rate of brain atrophy is often observed in older subjects, in particular those who suffer from cognitive decline. Homocysteine is a risk factor for brain atrophy, cognitive impairment and dementia. Plasma concentrations of homocysteine can be lowered by dietary administration of B vitamins.



To determine whether supplementation with B vitamins that lower levels of plasma total homocysteine can slow the rate of brain atrophy in subjects with mild cognitive impairment in a randomised controlled trial (VITACOG, ISRCTN 94410159).



Single-center, randomized, double-blind controlled trial of high-dose folic acid, vitamins B(6) and B(12) in 271 individuals (of 646 screened) over 70 y old with mild cognitive impairment. A subset (187) volunteered to have cranial MRI scans at the start and finish of the study. Participants were randomly assigned to two groups of equal size, one treated with folic acid (0.8 mg/d), vitamin B(12) (0.5 mg/d) and vitamin B(6) (20 mg/d), the other with placebo; treatment was for 24 months. The main outcome measure was the change in the rate of atrophy of the whole brain assessed by serial volumetric MRI scans.



A total of 168 participants (85 in active treatment group; 83 receiving placebo) completed the MRI section of the trial. The mean rate of brain atrophy per year was 0.76% [95% CI, 0.63-0.90] in the active treatment group and 1.08% [0.94-1.22] in the placebo group (P =  0.001). The treatment response was related to baseline homocysteine levels: the rate of atrophy in participants with homocysteine >13 µmol/L was 53% lower in the active treatment group (P =  0.001). A greater rate of atrophy was associated with a lower final cognitive test scores. There was no difference in serious adverse events according to treatment category.



The accelerated rate of brain atrophy in elderly with mild cognitive impairment can be slowed by treatment with homocysteine-lowering B vitamins. Sixteen percent of those over 70 y old have mild cognitive impairment and half of these develop Alzheimer's disease. Since accelerated brain atrophy is a characteristic of subjects with mild cognitive impairment who convert to Alzheimer's disease, trials are needed to see if the same treatment will delay the development of Alzheimer's disease.
An Analysis of Applicability of Genetic Algorithms for Selecting Attributes and Examples for the Nearest Neighbour Classifier

The paper discusses the problem of applicability of genetic algorithms for selecting examples and attributes for the Nearest Neighbour classifier. The emphasis is on the importance of the proper choice of the fitness function and the method for constructing new generations. Some improvements to the existing algorithms are proposed and their fruitfulness is experimentally proved on sixteen benchmark datasets. The empirical evaluation has shown that the increase in the classification accuracy of the modified algorithm is statistically significant.
Clinical and ultrasonographic predictors of joint replacement for knee osteoarthritis: results from a large, 3-year, prospective EULAR study.

To determine clinical and ultrasonographic predictors of joint replacement surgery across Europe in primary osteoarthritis (OA) of the knee.



This was a 3-year prospective study of a painful OA knee cohort (from a EULAR-sponsored, multicentre study). All subjects had clinical evaluation, radiographs and ultrasonography (US) at study entry. The rate of knee replacement surgery over the 3-year follow-up period was determined using Kaplan-Meier survival data analyses. Predictive factors for joint replacement were identified by univariate log-rank test then multivariate analysis using a Cox proportional-hazards regression model. Potential baseline predictors included demographic, clinical, radiographic and US features.



Of the 600 original patients, 531 (88.5%), mean age 67+/-10 years, mean disease duration 6.1+/-6.9 years, had follow-up data and were analysed. During follow-up (median 3 years; range 0-4 years), knee replacement was done or required for 94 patients (estimated event rate of 17.7%). In the multivariate analysis, predictors of joint replacement were as follows: Kellgren and Lawrence radiographic grade (grade > or =III vs  or =4 mm vs <4 mm) (HR = 2.63 (95% CI 1.70 to 4.06), p<0.0001); knee pain intensity on a 0-100 mm visual analogue scale (> or =60 vs <60) (HR = 1.81 (95% CI 1.15 to 2.83), p=0.01) and disease duration (> or =5 years vs <5 years) (HR=1.63 (95% CI 1.08 to 2.47), p=0.02). Clinically detected effusion and US synovitis were not associated with joint replacement in the univariate analysis.



Longitudinal evaluation of this OA cohort demonstrated significant progression to joint replacement. In addition to severity of radiographic damage and pain, US-detected effusion was a predictor of subsequent joint replacement.
Prediction of tumour necrosis fractions using metabolic and volumetric 18F-FDG PET/CT indices, after one course and at the completion of neoadjuvant chemotherapy, in children and young adults with osteosarcoma

The utility of combined metabolic and volumetric 18F-FDG PET/CT indices for predicting tumour necrosis fractions following neoadjuvant chemotherapy has not been extensively studied in osteosarcoma. Furthermore, little is known of the early PET/CT responses after only one chemotherapy course. Enrolled in the study were 20 children and young adults with resectable osteosarcoma who had undergone 18F-FDG PET/CT scans before and after neoadjuvant chemotherapy. Maximum standardized uptake value (mSUV), metabolic tumour volume (MTV), and total lesion glycolysis (TLG) were measured. From among the 20 patients, 14 were prospectively recruited and underwent an additional PET/CT scan after one chemotherapy course. Histopathological necrosis fractions were compared with the above-mentioned PET/CT indices and their ratios. MTV at the SUV threshold of 2 g/ml was closely correlated with the magnetic resonance image volumes before therapy (r = 0.91). In the prospective cohort, five patients were classified as good responders and nine as poor responders. All the metabolic indices (mSUV and its ratio) and combined metabolic/volumetric indices (MTV, TLG, and their ratios) except the mSUV ratio determined after therapy showed significant differences between good and poor responders (P <0.05). Differences were also noted for all of these indices determined after one chemotherapy course. Furthermore, most of these indices determined after therapy as well as after one chemotherapy course had good sensitivity, specificity, positive predictive value and negative predictive value with respect to predicting histological response to chemotherapy. In our osteosarcoma patient population, 18F-FDG PET/CT indices (either combined metabolic/volumetric or metabolic indices) determined after neoadjuvant chemotherapy were useful in predicting tumour responses. This held true after only one chemotherapy course.
Pursed lips breathing training using ear oximetry.

Pursed lips breathing (PLB) training is often used in the management of patients with chronic obstructive lung disease (COLD). Previous clinical studies have demonstrated that PLB improves arterial oxygen saturation (SaO2) and CO2 removal as well as relieving dyspnea. Twelve hypoxemic subjects with stable COLD were randomly assigned to either the pursed lips (P) or control group consisting of general relaxation (R). The SaO2 was monitored via ear oximetry, and respiratory rate and tidal volume were monitored using a strain gage transducer and the minute volume was calculated. The PLB was taught by an experienced instructor using the ear oximeter as a monitoring display with a goal toward increasing SaO2. The subject was taught general relaxation (Rlx) with the aid of pleasant music. We compared PLB and Rlx treatments using an A-B-A crossover study design. In both groups, PLB significantly improved SaO2 over baseline (p less than 0.001) whereas Rlx did not. We conclude that patients can learn to increase their SaO2 by PLB using ear oximetry adjunctively.
Clinical gait and balance scale (GABS): validation and utilization

Gait and Balance Scale (GABS) consists of historical information and examination of 14 different gait and balance parameters designed to assess the severity of these functional domains. Thirty-five patients with Parkinson's disease (PD), Hoehn and Yahr stages 1-3, were tested during their "off" period. GABS items were compared to quantitative data from two computerized gait analysis instruments, GAITRite and Pro Balance Master. Intra-class correlation coefficients were calculated to establish reliability. Intra-rater test-retest reliability was determined using Cohen's Kappa statistic. Concurrent validity was derived using the Spearman's rho test with the items from GABS, GAITRite and Balance Master. Intra-rater reliability was high with k>0.41 (k=kappa statistic) for 17 items, 6 had k>0.61. When performing validity measurements, a number of items on the GABS had a correlation coefficient significant at p<0.01 (2-tailed). Posture, pull test, balance during stance, single limb stance, tandem stance, turning, toe walking and functional reach had significant correlation with Balance Master data (R=0.46-1). Gait, arm swing, gait speed, steps/5 m, 'up-and-go test', modified performance oriented assessment of gait scale and provocative testing had significant correlation with the GAITRite items (R=0.51-0.83). GABS is an easy-to-use comprehensive clinical scale with high intra-rater and internal item reliability. We have shown concurrent validity with two computerized gait analysis instruments. We expect GABS to have a particular utility in clinical trials designed to modify functional impairment associated with abnormalities in gait and balance.
The positive mental health instrument: development and validation of a culturally relevant scale in a multi-ethnic asian population

Instruments to measure mental health and well-being are largely developed and often used within Western populations and this compromises their validity in other cultures. A previous qualitative study in Singapore demonstrated the relevance of spiritual and religious practices to mental health, a dimension currently not included in exiting multi-dimensional measures. The objective of this study was to develop a self-administered measure that covers all key and culturally appropriate domains of mental health, which can be applied to compare levels of mental health across different age, gender and ethnic groups. We present the item reduction and validation of the Positive Mental Health (PMH) instrument in a community-based adult sample in Singapore.



Surveys were conducted among adult (21-65 years) residents belonging to Chinese, Malay and Indian ethnicities. Exploratory and confirmatory factor analysis (EFA, CFA) were conducted and items were reduced using item response theory tests (IRT). The final version of the PMH instrument was tested for internal consistency and criterion validity. Items were tested for differential item functioning (DIF) to check if items functioned in the same way across all subgroups.



EFA and CFA identified six first-order factor structure (General coping, Personal growth and autonomy, Spirituality, Interpersonal skills, Emotional support, and Global affect) under one higher-order dimension of Positive Mental Health (RMSEA=0.05, CFI=0.96, TLI=0.96). A 47-item self-administered multi-dimensional instrument with a six-point Likert response scale was constructed. The slope estimates and strength of the relation to the theta for all items in each six PMH subscales were high (range:1.39 to 5.69), suggesting good discrimination properties. The threshold estimates for the instrument ranged from -3.45 to 1.61 indicating that the instrument covers entire spectrums for the six dimensions. The instrument demonstrated high internal consistency and had significant and expected correlations with other well-being measures. Results confirmed absence of DIF.



The PMH instrument is a reliable and valid instrument that can be used to measure and compare level of mental health across different age, gender and ethnic groups in Singapore.
Efficacy of coupling inhibitory and facilitatory repetitive transcranial magnetic stimulation to enhance motor recovery in hemiplegic stroke patients.

Although there has been extensive research on the effectiveness of repetitive transcranial magnetic stimulation (rTMS) to improve patients' motor performance after experiencing chronic stroke, explicit findings on the coupling of different rTMS protocols are meager. We designed this sham-controlled randomized study to investigate the potential for a consecutive suppressive-facilitatory TMS protocol to improve motor outcomes after chronic stroke.



Fifty-four chronic hemiplegic stroke patients were allocated across 4 groups to undergo 20 daily sessions of (1) 1 Hz rTMS over the contralesional primary motor cortex (M1) and then intermittent theta burst stimulation over the ipsilesional M1 (group A); (2) contralesional sham stimulation and then ipsilesional real intermittent theta burst stimulation (group B); (3) contralesional real 1 Hz rTMS and then ipsilesional sham stimulation (group C); or (4) bilateral sham-control procedures (group D). We tested cortical excitability and motor activity assessments at the baseline, postpriming rTMS, and postconsequent rTMS periods.



At post, group A showed greater muscle strength, Fugl-Meyer Assessment (FMA), Wolf Motor Function test, and reaction time improvement in comparison with group B (P<0.001≈0.003) and group C (P=0.001≈0.003). Correlation analyses in group A revealed a close relation between contralesional map area decrement and Wolf Motor Function test gain (P=0.005; r=-0.75), and also revealed ipsilesional map area increment and reaction time decrement (P=0.02; r=-0.87). We detected no such relations in the other 3 groups.



Our clinical trials established an extended timeframe during which conditioning could be safely continued and produced more favorable outcomes in facilitating motor performance and ameliorating interhemispheric imbalance than those obtained from single-course rTMS modulation alone.
The inter-examiner reliability of a classification method for non-specific chronic low back pain patients with motor control impairment.

The importance of classifying chronic low back pain (LBP) patients into homogeneous sub-groups has recently been emphasized. This paper reports on two studies examining clinicians ability to agree independently on patients' chronic LBP classification, using a novel classification system (CS) proposed by O'Sullivan. In the first study, a sub-group of 35 patients with non-specific chronic LBP were independently classified by two 'expert' clinicians. Almost perfect agreement (kappa-coefficient 0.96; %-of-agreement 97%) was demonstrated. In the second study, 13 clinicians from Australia and Norway were given 25 cases (patients' subjective information and videotaped functional tests) to classify. Kappa-coefficients (mean 0.61, range 0.47-0.80) and %-of-agreement (mean 70%, range 60-84%) indicated substantial reliability. Increased familiarity with the CS improved reliability. These studies demonstrate the reliability of this multi-dimensional mechanism-based CS and provide essential evidence in a multi-step validation process. A fully validated CS will have significant research and clinical application.