anthonyyazdaniml/gliner-biomed-curated-corpus huggingface dataset:
This study aimed to identify risk factors and combinations thereof that are associated with severe skin injuries due to the extravasation of injectable drugs. A cross-sectional study using the Japanese Adverse Drug Event Report database was conducted according to the RECORD-PE checklist. Adverse event reports related to necrosis, ulcers, or erosions due to extravasation were considered "with severe skin injury," and others were considered "without severe skin injury." Approximately 255 cases "with" and 260 cases "without" severe skin injury were identified. The relationship between the incidence of severe skin injury and age, sex, drugs, and primary disease was evaluated using the χ2 test. Association rule mining was used to evaluate the correlation between each combination of factors and skin injury. Nine factors were identified as independent risk factors for severe skin injury, including age (<10 or ≥70 years), peripheral parenteral nutrition use, and mental disorders. The association rule mining results suggested that a combination of specific patient backgrounds and drug use was associated with the incidence of necrosis or ulcers. The findings of this study reiterate that nurses might consider closely observing patients with the risk factors identified in this study for the prevention and early detection of extravasation-related skin injuries.
Caring for a disabled child is a very difficult and long process for parents. In this process, mothers and fathers exert a lot of effort while caring for the child, carrying the child and playing an active role in its rehabilitation. For these reasons, it is reported that the physical health of mothers and fathers is negatively affected and they often experience waist and back pain. Telerehabilitation allows patients who cannot access rehabilitation due to geographical, economic or physical disabilities to benefit from rehabilitation services. The distance problem is especially valid in cases where people live far from the rehabilitation center, there are no rehabilitation professionals specialized in the relevant disease in the place of residence, when transfers are difficult due to mobility problems, and in cases where it is not possible or risky to go to the rehabilitation center due to epidemics, as is the case today. Telerehabilitation has the potential to overcome all these problems. The study was planned to investigate the effectiveness of home therapy method due to the difficulties experienced by caregivers of individuals with special needs in accessing physiotherapy and rehabilitation services for chronic neck and back pain.
BACKGROUND: Wheat (Triticum aestivum L.) is one of the most important cereal crop species worldwide, but its growth and development are adversely influenced by drought stress. However, the application of trace elements is known to improve plant physiology under water-limited conditions. In this study, the effects of drought stress on wheat plants were investigated, with a focus on potential mitigation by foliar application of selenium nanoparticles (Se(np)) and sodium selenate (Na2SeO4). The experiment was conducted in a net house using a completely randomized design with four replications. The treatments involved three levels of drought stress (mild, moderate, and severe) started at 30 days after sowing (DAS), with foliar sprays of Se(np) and Se (both 25 µM) initiated at 27 DAS and repeated 4 times at 7-day intervals until 55 DAS.
RESULTS: Drought stress significantly reduced plant growth, whereas Se(np) and Se sprays enhanced it. Drought stress induced chlorophyll degradation, increased malondialdehyde and hydrogen peroxide levels, impaired membrane stability, and caused electrolyte leakage. Severe drought stress reduced the levels of antioxidants (e.g., proline, ascorbate, and glutathione by 4.18-fold, 80%, and 45%) and the activities of antioxidant enzymes (ascorbate peroxidase, dehydroascorbate reductase, and others). Conversely, treatment with Se(np) and Se restored these parameters, for example, 1.23-fold higher total chlorophyll content with Se(np) treatment, 26% higher APX activity with Se treatment, 15% lower electrolyte leakage with Se treatment in wheat plants under severe drought stress. This Se-associated enhancement facilitated rapid scavenging of reactive oxygen species and reduced methylglyoxal toxicity, thereby diminishing oxidative stress and positively affecting the morphophysiological and biochemical responses of the plants under drought.
CONCLUSIONS: Drought-stressed wheat plants exhibited reductions in physiological processes, including water uptake and photosynthetic activity. However, Se(np) and Se applied at 25 µM mitigated the detrimental effects of drought. The application of Se(np) was notably more effective than the application of Se in mitigating drought stress, indicating the potential of the application of Se(np) as a sustainable agricultural practice under water-limited conditions.
Disclosed is a system and a method for determining a brock score. A CT scan image may be resampled into a plurality of slices using a bilinear interpolation. A nodule may be detected on one or more of the plurality of slices. A region of interest associated with the nodule may be identified using an image processing technique. Further, a nodule segmentation may be performed to remove an area surrounding the region of interest. Subsequently, a plurality of characteristics associated with the nodule may be identified automatically using a deep learning model. Finally, a brock score for the patient may be determined based on the plurality of characteristics and demographic data of the patient.
Systems and methods for healthcare predictive analysis based on dynamic monitoring of patient conditions are provided. Healthcare provider entities use dynamic monitoring to collect historical demand supply data about their patients. The history requires supply data for monitoring the patient's disease and condition. In addition, the data is used to train and update a predictive model for predicting the occurrence of an event. The model predicts the occurrence of events using a sliding window based algorithm, wherein a subset of the historical demand feed data (e.g., windows) is used sequentially to train the model. For each data window, the model extracts features and results and trains the model accordingly. The model then extracts features and results of the next data window and updates the existing model based thereon. The generated model is run against a set of data to predict the occurrence of an event.
BACKGROUND: Aseptic humeral stem loosening is an uncommon complication of shoulder arthroplasty, and its presence has been considered a highly specific predictor of prosthetic joint infection (PJI). Literature on aseptic humeral stem loosening is sparse. The primary purpose of this study was to determine the rate of aseptic humeral loosening in revision shoulder arthroplasty. Secondarily, we sought to identify predictors of septic and aseptic humeral loosening.
METHODS: Our institutional revision shoulder arthroplasty database was reviewed. Inclusion criteria were patients with humeral stem loosening as indicated in the operative report. Patient demographics, index surgery and indication, revision surgery and indication, and operative data were recorded. Charts were manually reviewed, and PJI scores were calculated using the International Consensus Meeting scoring criteria. International Consensus Meeting classifications of PJI "unlikely" and "possible" were considered aseptic, and PJI "probable" and "definite" were considered septic. Statistical analysis was performed to determine associations between the abovementioned variables and aseptic humeral loosening.
RESULTS: Forty-six patients with 48 shoulders were included in our analysis. Ten cases (21%) were classified as definite PJI, 13 cases (27%) were classified as probable PJI, 4 cases (8%) were classified as possible PJI, and 21 cases (44%) were classified as PJI unlikely. On analysis of stem design, there were no statistically significant associations with aseptic loosening; although, a lack of proximal porous ingrowth surface trended toward higher rates of aseptic loosening in all patients and in anatomic total shoulder arthroplasty (ATSA) and reverse total shoulder arthroplasty (RTSA) subgroup analyses. In the index RTSA subgroup, aseptic loosening was associated with female sex (P = .005). Seventeen of 39 shoulders (44%) that underwent either index ATSA or RTSA demonstrated concomitant glenoid loosening. The absence of glenoid loosening was associated with aseptic humeral loosening in index ATSA and RTSA (P < .001).
CONCLUSION: Fifty-two % of revision shoulder arthroplasty cases with humeral loosening performed at our institution were aseptic. There appear to be distinct demographic and radiographic factors that are more commonly associated with aseptic as opposed to septic humeral loosening. Our data demonstrate that demographic predictors of aseptic loosening of RTSA include female sex. The absence of glenoid component loosening is associated with aseptic humeral loosening and concomitant glenoid loosening is associated with septic humeral loosening. Understanding of these factors can guide the preoperative index of suspicion for PJI in the setting of humeral stem loosening.
BACKGROUND: Various hematologic parameters have been proposed as prognostic factors in rectal cancer management, but data are conflicting and unclear. This study is designed to investigate the prognostic factor capability of preoperative hematologic parameters with postoperative morbidities and mortality in rectal cancer patients undergoing curative resection.
METHODS: All 200 consecutive rectal cancer patients diagnosed at Ghaem University Hospital from 2017 to 2022 were retrospectively evaluated. The receiver operating characteristic (ROC) curves and machine learning (ML) algorithms of Random Forest, Recursive Feature Elimination, simulated annealing, Support Vector Machine, Decision Tree, and eXtreme Gradient Boosting were administered to investigate the role of preoperative hematologic parameters accompanied by baseline characteristics on three clinical outcomes including surgical infectious complications, recurrence, and death.
RESULTS: The frequency of infectious complications was correlated with the surgical procedure, while tumor recurrence was significantly influenced by T stage and N stage. In terms of mortality, alongside T and N stage, the status of resection margin involvement was significantly correlated. Based on the ROC analysis, the NLR >2.69, MPV ≤9 fL, and PDW ≤10.5 fL were more classified patients to mortality status. Likewise, the PLT >220 109/L, MPV ≤9 fL, PDW ≤10.4 fL, and PLR >13.6 were correlated with recurrence. However, all factors examined in this study were not significant classifiers for the outcome of surgical infectious complications. The results of ML algorithms were also in line with ROC analysis.
CONCLUSION: According to the results of both ROC analysis and ML models, preoperative hematologic parameters are considerable prognostic factors of postoperative outcomes in rectal cancer patients, and are recommended to be monitored by clinicians to prevent unfavorable outcomes.
This is a multicenter, open label, phase II study of everolimus as a second or third line therapy for the treatment of advanced malignant pleural mesothelioma, which will also evaluate Merlin/NF2 loss as a biomarker to predict sensitivity to everolimus. Patients who have disease progression after one or two prior chemotherapy regimens will be eligible. In the first stage of this design, 19 patients will be accrued. If 6 or less patients among the first 19 patients show clinical benefit, then the study will be terminated and declared negative. If 7 or more patients show clinical benefit, than an additional 20 patients will be accrued to the second stage. At the end of the study, if 17 or more patients show clinical benefit out of a total of 39 patients enrolled, the regimen will be considered worthy of further investigation.
Borderline elevations of one or more liver function tests may occur in up to 15% of patients taking NSAIDs including nabumetone tablets. These laboratory abnormalities may progress, may remain unchanged, or may be transient with continuing therapy. Notable elevations of ALT or AST (approximately three or more times the upper limit of normal) have been reported in approximately 1% of patients in clinical trials with NSAIDs. In addition, rare cases of severe hepatic reactions, including jaundice and fatal fulminant hepatitis, liver necrosis and hepatic failure, some of them with fatal outcomes have been reported.

A patient with symptoms and/or signs suggesting liver dysfunction, or in whom an abnormal liver test has occurred, should be evaluated for evidence of the development of a more severe hepatic reaction while on therapy with nabumetone. If clinical signs and symptoms consistent with liver disease develop, or if systemic manifestations occur (e.g., eosinophilia, rash, etc.), nabumetone should be discontinued.
PURPOSE:The titled setting agent, having air permeability with a slight sticking of dust without giving the feeling of incompatibility and charging with static electricity, and containing a specific water-soluble hydrolyzate of keratin as a film-forming material, water and an alcohol as main components. CONSTITUTION:A mixture solution of water with an alcohol is mixed with 0.5- 10wt% a film-forming material to give a hair setting agent. A water-soluble hydrolyzate of keratin, having two or more mercapto groups in one molecule, and obtained by reducing keratin with a mercaptan, e.g. thioglycollic acid, or a sulfide, e.g. sodium sulfide, in an alkaline region (pH 8-11), and hydrolyzing the reduction product with an enzyme, is used as the film-forming material. Preferably, the average molecular weight of the hydrolyzate is adjusted to 2,000-20,000. The amount of the alcohol, e.g. ethyl alcohol, is preferably 5-15wt%.
Briefly, a medical data system collects data concurrent with the performance of a medical procedure on a patient. In one example, the medical procedure is a surgery, and a surgical support system is used to collect and present surgical information concurrent with the surgery's progress. The surgical support system has a graphical display in the operating room which is used by a technician, nurse, or doctor to capture, in near real time, what happens in the operating room. Generally, the surgical support system allows medical personnel to select a medical process that is to be performed, such as spine surgery, and then display an anatomic rendering for the specific aspect of the patient being operated on. Medical personnel in the operating environment use the surgical system to capture detailed information regarding the surgery, such as what tools, parts, and implants are used, the placement of implants, and surgical removal and reconstruction procedures. The surgical system allows the medical personnel to graphically record key data, which then can be viewed and approved by the surgical team. In this way, the surgical system enables the near real time collection and presentation of surgical data, and ensures the data is accurate and complete. The system is enabled thereby to automatically generate a surgical report.
Near-infrared spectroscopy (NIRS) is a modern technique for cardiac surgical patient monitoring. The NIRS method is based on Lambert-Beer's law, which defines the relationship between the concentration of a substance and reduction of the intensity of electro-magnetic radiation. This reduction results from photon absorption by chromatophores, including haemoglobin, myoglobin and cytochrome P1. Absorption at the given wave-length depends on the degree of chromatophore oxygenation, and hence allows for its assessment. NIRS is currently commonly used for the assessment of brain oximetry in thoracic aorta surgery and, increasingly often, in open-heart surgery. Algorithms for sustaining adequate brain saturation were reported to decrease the incidence of neurological complications following cardiac surgery. In recent years, NIRS was proposed as a tool for the assessment of muscle saturation under short-term ischaemia and reperfusion, referred to as the vascular occlusion test (VOT). VOT is a provocative test in which tissue saturation (StO2) is measured at a peripheral site, such as the thenar eminence, while blood flow is transiently occluded with sphygmomanometer. After reaching a predefined ischaemia time or minimal StO2 threshold, the sphygmomanometer tourniquet is rapidly deflated and blood flow in the muscle is restored. Tissue saturation measurement during VOT can identify early disturbances in tissue metabolism and perfusion. The speed of the decrease in tissue saturation on ischaemia was proposed to reflect the local metabolic rate, while the lowest tissue saturation was proposed to reflect the extent of ischaemia. The speed of tissue saturation recovery on reperfusion in shock patients was proposed as a measure of microvascular capacity to increase blood flow after transient ischaemia. The results of recent studies indicated that the speed of the fall of muscle saturation during VOT is reduced in septic shock, while a decreased speed of saturation recovery on reperfusion is related to disturbed microcirculation, for example in hypovolemic shock. An understanding of anaesthetics and of the influence of cardiac surgical procedures on tissue saturation profile during VOT is essential for the future use of this tool for the assessment of the condition of patients during CPB cardiac surgery.
AIMS: Short-term treatment with calcium channel blockers lowers levels of N-terminal pro B-type natriuretic peptide (NT-proBNP) and reduces rhythm-related symptoms compared to treatment with beta-blockers. The aim of this study was to compare the effects of metoprolol and diltiazem for rate control in patients with permanent atrial fibrillation (AF) after 6 months.
METHODS AND RESULTS: Men and women with permanent AF and preserved left ventricular systolic function were randomized to receive either diltiazem 360 mg or metoprolol 100 mg once daily. The primary endpoint was the level of NT-proBNP after a 6-month treatment period. Secondary endpoints included heart rate, rhythm-related symptoms and exercise capacity. A total of 93 patients (mean age 71 ± 7 years, 28 women) were randomized. After 6-months' treatment, mean levels of NT-proBNP decreased in the diltiazem group and increased in the metoprolol group, with a significant between-group difference (409.8 pg/mL, 95% CI: 230.6-589.1, P < 0.001). Treatment with diltiazem significantly reduced rhythm-related symptoms compared to baseline, but no change was observed in the metoprolol group. Diltiazem and metoprolol had similar effects on heart rate and exercise capacity.
CONCLUSION: Diltiazem reduced NT-proBNP levels and improved rhythm-related symptoms. Metoprolol increased peptide levels but had no impact on symptoms despite similar heart rate reduction. Non-dihydropyridine calcium channel blockers should be considered more often for rate control in permanent AF.
PURPOSE: A composition containing PAUF is provided to stimulate vascular endothelial cells and to develop a therapeutic agent for treating various diseases. CONSTITUTION: A composition for promoting angiogenesis contains PAUF as an active ingredient. The angiogenesis is caused by development, wound healing, or organ formation. A pharmaceutical composition for treating diseases demanding angiogenesis contains PAUF as an active ingredient. The diseases are chronic ulcer, delayed wound healing, or cardiovascular diseases. A method for treating the diseases comprises a step of administering the pharmaceutical composition to an individual.
Standard 2-year carcinogenicity studies in animals have not been performed to evaluate the carcinogenic potential of Insulin Aspart. In 52-week studies, Sprague-Dawley rats were dosed subcutaneously with Insulin Aspart at 10, 50, and 200 units/kg/day (approximately 2, 8, and 32 times the human subcutaneous dose of 1.0 units/kg/day, based on units/body surface area, respectively). At a dose of 200 units/kg/day, Insulin Aspart increased the incidence of mammary gland tumors in females when compared to untreated controls. The relevance of these findings to humans is unknown.

Insulin Aspart was not genotoxic in the following tests: Ames test, mouse lymphoma cell forward gene mutation test, human peripheral blood lymphocyte chromosome aberration test, in vivo micronucleus test in mice, and in ex vivo UDS test in rat liver hepatocytes. 

In fertility studies in male and female rats, at subcutaneous doses up to 200 units/kg/day (approximately 32 times the human subcutaneous dose, based on units/body surface area), no direct adverse effects on male and female fertility, or general reproductive performance of animals was observed.
High body mass index (BMI) is presumed to signify high amounts of fat (subcutaneous adipose tissue) distributed across the body. High amounts of fat co-occurring with increased BMI has been cited as a potential neuroimaging barrier. Presence of increased fat may result in high electrical impedance and increased light diffusion-resulting in low signal to noise ratios during electroencepholography (EEG), functional near-infrared spectroscopy (fNIRS), and transcranial direct current stimulation (tDCS) measurements. Examining if subcutaneous fat in the head increases with respect to total body fat percentage and BMI in school-aged children and adolescents is an essential next step in developing possible mathematical corrections for neuroimaging modalities. We hypothesized that percentage of subcutaneous adipose tissue in the head region would increase with respect to both total body fat percentage and BMI. Increased subcutaneous head fat percentage was associated with a positive linear relationship with BMI and a quadratic relationship with total body fat. The data indicate that participant age, sex, and adiposity should be considered in the development of model corrections for neuroimaging signal processing in school-aged children and adolescents. Strength of regression coefficients in our models differed from those in adults, indicating that age-specific models should be utilized.
Rucaparib treatment (starting dose 600 mg, twice daily) after receiving Bevacizumab for 12 to 15 months. Cycles continue until disease progression and/or death, unacceptable adverse event/s, patient and/or investigator decision, other protocol stopping criteria.
The present invention relates to an anti-virus composition against calicivirus and orthomyxovirus. The composition of the present invention has very excellent activity of inhibiting proliferation and replication of calicivirus and orthomyxovirus and thus can be used as an effective treating agent for norovirus and calicivirus of cats for which a vaccine or a treating agent has not been developed yet. Moreover, natural plants as active ingredients for an anti-virus agent against orthomyxovirus avian influenza and human influenza are used for the composition. Therefore, the composition is safe. When food including the composition of the present invention is provided to a food service provider for the public, food poisoning resulted from norovirus can be reduced. The present invention is very profound in social and economic views in that the composition is expected to be used as substance to manage drug resistance and new mutant virus.
Chemotherapy Phase up to 6 cycles: Sorafenib Placebo (2 tablets orally twice daily\] on Study Days 2-19 and paclitaxel (200 mg/m2, intravenous (IV)) and carboplatin (area under the curve (AUC) =6 mg/ml\*min-1, IV) on Study Day 1. The cycle duration 21 days. Maintenance Phase: Sorafenib Placebo 2 tablets orally twice daily was administered on Days 1-21 of each 21-day cycle.