anthonyyazdaniml/gliner-biomed-curated-corpus huggingface dataset:
GB (Glioblastoma WHO Grade 4) is the most aggressive type of brain tumor in adults that has a short survival rate even after aggressive treatment with surgery and radiation therapy. The changes in magnetic resonance imaging (MRI) for patients with GB after radiotherapy are indicative of either radiation-induced necrosis (RN) or recurrent brain tumor (rBT). Screening for rBT and RN at an early stage is crucial for facilitating faster treatment and better outcomes for the patients. Differentiating rBT from RN is challenging as both may present with similar radiological and clinical characteristics on MRI. Moreover, learning-based rBT versus RN classification using MRI may suffer from class imbalance due to a lack of patient data. While synthetic data generation using generative models has shown promise to address class imbalances, the underlying data representation may be different in synthetic or augmented data. This study proposes computational modeling with statistically rigorous repeated random sub-sampling to balance the subset sample size for rBT and RN classification. The proposed pipeline includes multiresolution radiomic feature (MRF) extraction followed by feature selection with statistical significance testing (p<0.05). The five-fold cross validation results show the proposed model with MRF features classifies rBT from RN with an area under the curve (AUC) of 0.892±0.055. Moreover, considering the dependence between survival time and censoring time (where patients are not followed up until death), the feasibility of using MRF radiomic features as a non-invasive biomarker to identify patients who are at higher risk of recurrence or radiation necrosis is demonstrated. The cross-validated results show that the MRF model provides the best overall survival prediction with an AUC of 0.77±0.032. Comparison with state-of-the-art methods suggest the proposed method is effective in RN versus rBT classification and patient survivability prediction.
A process for producing composite particles (e.g., spherical particles) constituted of an organic solid ingredient (A) comprising two or more organic solid substances (resins, etc.) from a dispersion comprising a matrix containing a water-soluble aid ingredient (B) comprising an oligosaccharide (B1) and, dispersed in the matrix, a particulate dispersed phase constituted of the organic solid ingredient (A), by dissolving away the aid ingredient (B). The organic solid substances may differ in affinity for the aid ingredient (B). The particles may have a core/shell structure consisting of a core comprising a first organic solid substance (e.g., hydrophobic resin) and a shell comprising a second organic solid substance (e.g., hydrophilic resin) which is incompatible with the first organic solid substance. The proportion of the organic solid ingredient (A) to the aid ingredient (B), (A)/(B), may be from 55/45 to 1/99 (by weight). By the process, composite particles (e.g., core/shell particles) corresponding to the dispersed phase can be easily produced regardless of affinity between the dispersed phase and the matrix and of the method of polymerization used for producing the constituent resin.
See FDA-approved patient labeling (Medication Guide). 

Inform patients and their families about the benefits and risks of treatment with eszopiclone tablets. Inform patients of the availability of a Medication Guide and instruct them to read the Medication Guide prior to initiating treatment with eszopiclone tablets and with each prescription refill. Review the eszopiclone tablets Medication Guide with every patient prior to initiation of treatment. Instruct patients or caregivers that eszopiclone tablets should be taken only as prescribed.

Complex Sleep Behaviors: Instruct patients and their families that eszopiclone tablets may cause complex sleep behaviors, including sleep-walking, sleep-driving, preparing and eating food, making phone calls, or having sex while not being fully awake. Serious injuries and death have occurred during complex sleep behavior episodes. Tell patients to discontinue eszopiclone tablets and notify their healthcare provider immediately if they develop any of these symptoms [see Boxed Warning, Warnings and Precautions (5.1)].

CNS Depressant Effects and Next-Day Impairment: Tell patients that eszopiclone tablets can cause next-day impairment even when used as prescribed, and that this risk is increased if dosing instructions are not carefully followed. Caution patients taking the 3 mg dose against driving and other activities requiring complete mental alertness the day after use. Inform patients that impairment can be present despite feeling fully awake. Advise patients that increased drowsiness and decreased consciousness may increase the risk of falls in some patients [see Warnings and Precautions (5.2)]. 

Severe Anaphylactic and Anaphylactoid Reactions: Inform patients that severe anaphylactic and anaphylactoid reactions have occurred with eszopiclone. Describe the signs/symptoms of these reactions and advise patients to seek medical attention immediately if any of them occur [see Warnings and Precautions (5.4)]. 

Suicide: Tell patients to immediately report any suicidal thoughts. 

Alcohol and Other Drugs: Ask patients about alcohol consumption, medicines they are taking, and drugs they may be taking without a prescription. Advise patients not to use eszopiclone tablets if they drank alcohol that evening or before bed. 

Tolerance, Abuse, and Dependence: Tell patients not to increase the dose of eszopiclone tablets on their own, and to inform you if they believe the drug "does not work." 

Administration Instructions: Patients should be counseled to take eszopiclone tablets right before they get into bed and only when they are able to stay in bed a full night (7-8 hours) before being active again. Eszopiclone tablets should not be taken with or immediately after a meal. Advise patients NOT to take eszopiclone tablets if they drank alcohol that evening.
Stretching exercise will be performed with 30 second hold and with 5 repetitions. All Exercises will be performed 3 times per week for total of 4 weeks.
Mesalazine Sustained-Release Tablets and 0.02L glycerol mixed, 2.5% mesalazine glycerol suspension liquid, gently apply to the ulcer surface, 3 times/day. Daily treatment time of the drug is 8 am,12 pm and 4 pm.
Although the postmortem interval estimation still represents one of the main goals of forensic medicine, there are still several limitations that weigh on the methods most used for its determination: for this reason, even today, precisely estimating the postmortem interval remains one of the most important challenges in the forensic pathology field. To try to overcome these limitations, in recent years, numerous studies have been conducted on the potential use of the mRNA degradation time for reaching a more precise post mortem interval (PMI) estimation. An evidence-based systematic review of the literature has been conducted to evaluate the state of the art of the knowledge focusing on the potential correlation between mRNA degradation and PMI estimation. The research has been performed using the electronic databases PubMed and Scopus. The analysis conducted made it possible to confirm the potential applicability of mRNA for reaching a more precise PMI estimation. The analysis of the results highlighted the usefulness of some mRNAs, such as β-actin and glyceraldehyde-3-phosphate dehydrogenase (GAPDH) mRNA, especially in short time frames, within a few hours or days of death. The matrices on which these analyses were conducted were also analyzed, resulting in less exposure to the external environment, including the heart, brain, and dental pulp. The major limitations were also reported, including the short time intervals analyzed in most of the articles, the lack of mathematical models, and the failure to report the error rate between the mRNA degradation time and PMI. Given the still small number of published articles, the lack of globally recognized standardized methods, and the numerous techniques used to evaluate the mRNA degradation times, numerous and larger studies are still necessary to reach more solid and shared evidence.
In contrast to current guidelines and earlier trials, recent studies demonstrated superiority of rhythm- over rate-control and challenged the strategy of "rate versus rhythm" therapy in patients with atrial fibrillation. These newer studies have started to shift the use of rhythm-control therapy from the symptom-driven therapy of current guidelines to a risk-reducing strategy aimed at restoring and maintaining sinus rhythm. This review discusses recent data and presents an overview on the current discourse: The concept of early rhythm control seems attractive. Patients with rhythm control may undergo less atrial remodeling compared to those with rate control. In addition, in EAST-AFNET 4 an outcome-reducing effect of rhythm control was achieved by delivering therapy with relatively few complications early after the initial AF diagnosis. Successful rhythm control therapy and most likely reduced AF burden, estimated by the presence of sinus rhythm at 12 months after randomization, explained most of the reduction in cardiovascular outcomes achieved by rhythm control. However, it is too early to call for early rhythm control for all AF patients. Rhythm control may raise concerns regarding the generalizability of trial results in routine practice involving important questions on the definition of "early" and "successful", and the relevant issue of antiarrhythmic drugs versus catheter ablation. Further information is required to select patients who will benefit from an early ablative or non-ablative rhythm management.
Embodiments of a secure method to access a de-identified database on a website are described. A dual-portal web-based system is implemented that provides healthcare related information to healthcare users through a first website, and registry/management tools to care providers through a second website. No identifiable fields relating to the user are stored or accessible in the database of the first website. All user information is de-identified by total exclusion from the database. A re-identification process allows an authorized care provider view his or her clients in combination with registered personal information from the system. An alliance-based identification (ABID) key is used to index both the individually identifiable information and the personal health data/information that are stored in separate databases. A token generation process generates tokens that allow different ABID keys to be generated for use with different care providers through a single user account.
Sham acupressure therapy (SAT) once a week on the left ear for a total of four weeks (4 sessions). Fluticasone propionate nasal spray will be used whenever symptoms occur.
The present invention relates to the field of genetic engineering and particularly discloses recombination immunotherapy protein, an expression method and application thereof. The recombination immunotherapy protein of the present invention is formed by means that a nonexistent variant derived from a naturally existing allergen is jogged with a nonexistent variant derived from interleukin. The recombination immunotherapy protein is characterized in that after a pan sensibiligen in the full length coding genes of autonomy cloning pollen and human source interleukin, the opening reading frames of the full length coding genes of the two genes are intercepted. After antigenicity reformation and jogging, the opening reading frames are put in a protein expression carrier. Under the condition of manual operation, the recombinant protein with high purification and a non-organism source can be obtained. The binding ability of the recombination protein with specificity IgE is equivalent to or less than that of the allergen homospecificity IgE of a naturally existing allergen. Medicine with the recombination protein as a main component can be used for regulating the balance of a human body Th1/Th2, and an immunotherapy effect can be achieved.
The appetite stimulant effect of MARINOL in the treatment of AIDS-related anorexia associated with weight loss was studied in a randomized, double-blind, placebo-controlled study involving 139 patients. The initial dosage of MARINOL in all patients was 5 mg/day, administered in doses of 2.5 mg one hour before lunch and one hour before dinner. In pilot studies, early morning administration of MARINOL appeared to have been associated with an increased frequency of adverse experiences, as compared to dosing later in the day. The effect of MARINOL on appetite, weight, mood, and nausea was measured at scheduled intervals during the six-week treatment period. Side effects (feeling high, dizziness, confusion, somnolence) occurred in 13 of 72 patients (18%) at this dosage level and the dosage was reduced to 2.5 mg/day, administered as a single dose at supper or bedtime. 

Of the 112 patients that completed at least 2 visits in the randomized, double-blind, placebo-controlled study, 99 patients had appetite data at 4-weeks (50 received MARINOL and 49 received placebo) and 91 patients had appetite data at 6-weeks (46 received MARINOL and 45 received placebo). A statistically significant difference between MARINOL and placebo was seen in appetite as measured by the visual analog scale at weeks 4 and 6 (see figure). Trends toward improved body weight and mood, and decreases in nausea were also seen.

After completing the 6-week study, patients were allowed to continue treatment with MARINOL in an open-label study, in which there was a sustained improvement in appetite.
Infections that occur more than 48 hours after intubation are known as ventilator-associated pneumonia (VAP) and ventilator-associated tracheobronchitis (VAT). The incidence of VAP in mechanically ventilated patients ranges from 8 to 48% with a mortality rate of 24%-76%.

These infections are a serious problem that Increases the need for prolonged hospitalization, antimicrobial therapy, and rising healthcare expenses. As a result, preventing VAP and VAT is critical to improving the quality of life by reducing complications in mechanically ventilated patients.

Intubation is a mechanical procedure that Breaks the natural barrier, allowing bacteria to colonize. Microorganisms enter the lungs through the lower respiratory tract from the oropharynx, the endotracheal tube cuff leaks, or the biofilm in the endotracheal tube. The microbial flora in the oral cavities of hospitalized patients, particularly those mechanically ventilated, gradually changes; gram-positive bacteria of low virulence predominate at admission (Streptococcus spp., Actinomyces spp.) are gradually replaced by more virulent gram-negative, potentially pathogenic microbial flora. This change happens on mucosal surfaces as well as in dental plaque, which in the physiological state are populated by 200-350 different bacterial species. The nasal-oropharyngeal axis involves nasal secretions swept to the oropharynx by mucociliary clearance followed by the aspiration of infected fluid into the lower airway. Nasal-oropharyngeal axis with subsequent seeding of the lungs leads to respiratory disease. The investigators hypothesized that micro aspirates from the nasopharynx and oropharynx are substantially contributing to the development of both VAT and VAP and the decontamination of the nasal and oral cavity would greatly help in the reduction of VAP and VAT. The purpose of this study is to compare the effect of nasal and Oro-pharyngeal use of a combination of Povidone Iodine (PVI) and Glycyrrhizin (GA) \[treatment group\] for oral and nasal decontamination on preventing VAP and VAT with the placebo group. Another objective is to compare the effect of treatment used for oral care on oral health and the prevention of microbial colonization in the mouth with the placebo group.
The G1 group received 1 g of intra-articular tranexamic acid (TXA). The G1 group received 15 mg / kg IV at 20 min at induction and then 10 mg / kg in oral administration 6 and 12 hours after induction dose IV of tranexamic acid.
Context: Influenza-like illness (ILI) is commonly used in clinical and public health settings to identify influenza cases. CDC defines ILI as fever and either cough or sore throat, with symptom onset within 7 days. Objective: Assess performance of ILI criteria in two settings (clinical and community), comparing symptom profiles and laboratory detection of influenza in children. Study Design and Analysis: Retrospective analyses of data from medically attended influenza (MAI) surveillance and a communitybased study. Datasets were analyzed separately to assess predictors of influenza cases. Analyses were limited to specimens collected within 7 days of symptom onset. Relationships between influenza and each categorical variable were described by the confusion matrix, sensitivity, and specificity. Associations were tested using chi-square tests. Unadjusted and adjusted logistic regression models were used for all variables with RT-PCR result as the outcome. Setting or Dataset: The ORegon CHild Absenteeism due to Respiratory Disease Study (ORCHARDS) is a respiratory infection study based in the Oregon School District (Dane County, WI). The Wisconsin Influenza Incidence Surveillance Project (IISP) is a MAI surveillance system operating in five family medicine clinics in Dane County. Population Studied: Children aged 4-18 years with acute respiratory infections. Intervention/Instrument: Oropharyngeal specimens, collected by research staff (ORCHARDS) or clinicians (IISP), were tested for influenza via RT-PCR and for multiple respiratory viruses at the Wisconsin State Laboratory of Hygiene. Extensive demographic and symptoms data were collected from all participants. Outcome Measures: Influenza(+)PCR. Results: From 9/7/2010-3/12/2020, 1,338 and 2,359 specimens meeting inclusion criteria were collected for IISP and ORCHARDS, respectively. Cough, fever, and ILI classification were significantly associated with influenza (sensitivity ≥92.8%, ≥85.9%, and ≥84.5%, respectively). Receiver operator curve analysis confirmed ILI had high predictive ability in both settings, improved by the inclusion of seasonality and influenza vaccination status (IISP: 0.61 vs 0.76, ORCHARDS: 0.68 vs 0.78). Conclusions: ILI performed well in both clinical and community contexts. Factors most highly associated with increased odds of RT-PCR(+) results were cough, fever, and ILI. Inclusion of seasonality and influenza vaccination status improved the predictive value of ILI in both datasets.
There are roughly 15 million cancer survivors in the US, comprising 4% of the populace. The number of cancer survivors is skyrocketing due to a confluence of the following factors: 1) Americans are aging; 2) cancer is an age-related disease (\>60% of cancer survivors are age 65+); and 3) improvements in early detection and treatment have resulted in many common cancers having 5-year cure rates that surpass 90%. Rising numbers of cancer survivors is good news, but over $130 billion annually is needed to address subjects long-term health and psychosocial needs.113 Compared to others, cancer survivors are at higher risk for other cancers, CVD, osteoporosis, and diabetes. Accelerated functional decline also is a major problem for cancer survivors, especially those who are older. Baker et al. found that compared to age-matched controls, cancer cases (n=45,494) had significantly lower physical and social functioning, vitality, mental health, and HRQoL (p\<0.001). Results of others are similar and suggest that cancer survivors face functional decline that threatens subject ability to live independently, posing a burden to themselves, subject families and the health care system. Programs exist in land grant universities in all 50 United States. Certified MGs complete \> 100 hrs. of training and community service (CS) and 25 hrs./year of CS to maintain active status. In surveying 184 MGs in AL, the investigators found that 71% were "extremely interested" in mentoring a cancer survivor on vegetable gardening for subject CS, and an extra 26% stated that "they were interested and wanted to learn more." Thus, the project is of great interest and builds on an extant infrastructure for sustainability. Ultimately, this intervention could be disseminated to states with 3 growing seasons and adapted to colder weather in those with 2 growing seasons (36 states where 10.8 million older cancer survivors reside). The intervention also could be adapted for persons with other chronic diseases in which physical functioning and lifestyle behaviors are key. Finally, this project is significant because the intervention has great potential for sustainability since gardening: (a) involves many activities which prevent burn-out common with other forms of exercise, and allows participants to pursue PA outdoors which is related to greater enjoyment; (b) provides a sense of achievement and zest for life that come from nurturing and observing new life and growth; and (c) imparts natural prompts since plants require regular care (watering) and attention (harvesting) and serve as continual and dynamic behavioral cues.
Clinical, epidemiological, and molecular studies provide compelling evidence that most colorectal cancers arise from adenomas. The epidemiology of adenomas closely resembles that of colorectal cancer itself, and prevention of adenomas will most likely prevent colorectal cancer. Insulin resistance and type 2 diabetes are emerging as significant risk factors for colorectal (CRC) cancer and adenomas. Insulin resistance is defined as impaired biological response to the action of insulin. It is characterized by compensatory hyperinsulinemia and is associated with increased risk for Type 2 diabetes. C-peptide, a marker of insulin production, is elevated in IR and is also a risk factor for CRC. Both insulin resistance and colorectal cancer are increasingly recognized as chronic, low-level, inflammatory states. C-reactive protein (CRP), an acute phase protein and a sensitive marker of sub-clinical inflammation, is a risk factor for both IR and CRC.

Analysis from the Polyp Prevention Trial (PPT), a multi-center, randomized trial of 1905 participants who had a colorectal adenoma, showed that legume consumption was significantly associated with reduction of both adenoma recurrence and advanced adenoma recurrence. Legumes are a rich source of dietary fibers and anti-inflammatory, anti-cancer phytochemicals.

We are evaluating the effects of a legume enriched, low glycemic index, high fermentable fiber diet, on CRP, (a measure of inflammation) and C-peptide (a measure of insulin resistance) in participants with four possible combinations of the risk factors insulin resistance and history of adenomatous polyps. In a randomized crossover design controlled feeding study each participant consumed the above experimental diet and a control diet for four weeks with a two week washout period between diets. 65 male participants were recruited and randomized into four groups. A secondary objective is to assess whether these endpoints change by IR status or a history of adenomas. In addition, potential fecal markers of CRC risk are being measured to assess changes in gastrointestinal inflammation, including mRNA from exfoliated fecal colonocytes. To our knowledge this is the first controlled feeding study: 1. to examine the effects of legumes or a low GI diet on markers of inflammation; 2. to compare the effects of a dietary intervention on patients with a history of colon adenomas with or without IR; and 3. to measure the effects of dietary changes in human intestinal gene expression profiles using exfoliated colonocytes.