anthonyyazdaniml/gliner-biomed-curated-corpus huggingface dataset:
Type II diabetes and its complications disproportionately affect the patient population served by the Department of Veterans Affairs (VA). Recent lifestyle interventions have demonstrated that weight-loss achieved through reductions in calorie intake and increases in physical activity can prevent or delay the onset of diabetes. The Healthy Living Partnerships to Prevent Diabetes (HELP PD), a community-based adaptation of the lifestyle intervention used in the Diabetes Prevention Program, achieved more than a 7% weight loss at 6 months.

In HELP Vets, researchers will test the feasibility of further translating the HELP PD lifestyle intervention, tailored for use in the Veteran population, in the Kernersville Community-Based Outpatient Clinic operated by the VA. The investigators plan to recruit 50 overweight or obese Veterans at high risk for developing diabetes from the existing patient population to participate in a 6-month weight loss intervention led by community health workers who are also Veterans. As VA outpatient clinics have the requisite infrastructure to identify, screen, and enroll participants and access to Veteran community health workers from within their patient populations, they are ideal potential homes for diabetes prevention programming. Data gathered during this planning grant will be used to develop a large-scale study to test implementing the HELP Vets intervention in a larger segment of the Veteran population.
Methods for managing preparation, delivery, and recycling of a medication for a patient are provided. In one aspect, a method includes interfacing with a medication preparation component, an inventory management component, a delivery management component, and a medication recycling management component. The medication preparation component fulfills a plurality of medication orders based on a first set of parameters. The medication preparation component cannot interface directly with the parameters for the other components. The method includes providing the medication preparation component the first set of parameters based on the parameters for the other components. In another aspect, a method includes receiving a plurality of medication orders, providing preparation instructions when a medication order cannot be fulfilled by unused medications, providing delivery instructions for the medications, and receiving delivery verifications. Machine-readable media are also provided.
Patients referred to the motherhood out-patient clinic because of fear of childbirth. Advised to active music listening. Followed up by weekly and monthly diaries and three questionnaires (when recruiting, just after the delivery and 6 months after the delivery).
TCS: After liver transection, check for active hemorrhage and visible sites of bile leakage of cutting surface by stainless gauze which covered up on the raw cutting surface for 5 minutes. For patients with any positive findings including bloodstain and (or) bile staining, the cutting surface was recognized as "not good" cutting surface and further trans-parenchymal compressing sutured, if possible, using a hepatic needle.
Non-Hodgkin's lymphoma (NHL) incidence rates have risen three percent per year in the U.S. for four decades. Mortality from NHL has risen 1.6 percent, compared with 0.2 percent for all cancers combined. This epidemic curve appears in both sexes and around the world, suggesting the possibility of an etiologic agent increasing in prevalence in the general environment. Recent research has identified several possible candidates including pesticides, other organochlorines, drinking water nitrates, and sunlight. There is an urgent need to evaluate whether these common exposures are contributing to the rapid rise in NHL, and to investigate other hypothesized risk factors such as viruses, medical conditions, hair dye use, and genetic factors. The purpose of this study is to examine the contribution to NHL risk of these important environmental, occupational, viral, medical, and personal exposures, and to pursue important leads emerging from on-going NHL research. This multidisciplinary, population-based case-control study will involve personal interviews to collect information on demographics, residential history, pesticide use, and occupational exposures; self-administered questionnaires to collect information on diet, family and medical history, and other exposures; tap water and carpet dust sampling to collect information on nitrate and pesticide exposures; and blood sampling for measurements of compounds in the serum, antibodies to viruses, and examination of genetic polymorphisms.
BACKGROUND: Artificial Intelligence (AI) offers an approach to predictive modeling. The model learns to determine specific patterns of undesirable outcomes in a dataset. Therefore, a decision-making algorithm can be built based on these patterns to prevent negative results. This systematic review aimed to evaluate the usefulness of AI in breast reconstruction.
METHODS: A systematic review was conducted in August 2022 following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. MEDLINE, EMBASE, SCOPUS, and Google Scholar online databases were queried to capture all publications studying the use of artificial intelligence in breast reconstruction.
RESULTS: A total of 23 studies were full text-screened after removing duplicates, and twelve articles fulfilled our inclusion criteria. The Machine Learning algorithms applied for neuropathic pain, lymphedema diagnosis, microvascular abdominal flap failure, donor site complications associated to muscle sparing Transverse Rectus Abdominis flap, surgical complications, financial toxicity, and patient-reported outcomes after breast surgery demonstrated that AI is a helpful tool to accurately predict patient results. In addition, one study used Computer Vision technology to assist in Deep Inferior Epigastric Perforator Artery detection for flap design, considerably reducing the preoperative time compared to manual identification.
CONCLUSIONS: In breast reconstruction, AI can help the surgeon by optimizing the perioperative patients' counseling to predict negative outcomes, allowing execution of timely interventions and reducing the postoperative burden, which leads to obtaining the most successful results and improving patient satisfaction.
ACRYSOF IQ PanOptix Toric Trifocal IOL Model TFNT20 implanted in the capsular bag in the posterior chamber following cataract surgery. At least one eye will be implanted.
The purpose of this research study is to investigate whether a single high intensity interval exercise (HIIE) bout, following two stress-inducing tasks, reduces addictive behavior to chocolate. Volunteers must complete the consent form before being able to participate in two days of testing (exercise day and control day) which will be presented in randomized order. The two days will be separated by a one to 7 day washout period. Subjects will be required to submit a three day chocolate diary then abstain from chocolate on the 4th day. They will also be asked to record everything they eat and drink on the day before and the morning of the study and list three types of chocolate they crave most. Two stress-inducing tasks will be performed on both days followed by completion of either 26 minutes of HIIE or seated resting condition followed by the completion of two mood and craving questionnaires. They will finally be asked to complete a task that measures the amount of attention they pay to chocolate. Statistical analyses will be conducted to determine the effect of either exercising or not on addictive behaviors to chocolate.
PCT No. PCT/GB95/01980 Sec. 371 Date Apr. 21, 1997 Sec. 102(e) Date Apr. 21, 1997 PCT Filed Aug. 21, 1995 PCT Pub. No. WO96/05810 PCT Pub. Date Feb. 29, 1996A drug delivery composition for administration to mucosa is provided. The composition includes a pharmacologically active compound and particles, preferably powder or microspheres, of chitosan or a chitosan derivative or salt wherein the particles are either solidified or partially cross-linked such that they have a zeta potential of +0.5 to +50 mV. Solidified particles are made by treating particles made from a water soluble chitosan salt with an alkaline agent such as sodium hydroxide in a non-acid containing water to render them insoluble.
Subjects, meeting the American Society of Anesthesiologists status classification system 1-3, to undergo a surgical procedure with inhaled anesthesia using conventional fresh gas intervention. For subjects under the conventional option, the investigator will use their conventional means to adjust the vaporizer and mixer, and monitor the patient gas concentrations with the legally marketed Aisys CS2 anesthesia machine without the investigational Et Control feature.
In Step 1, participants will receive one CAB tablet orally every day for 5 weeks. In Step 2, participants will receive an intramuscular (IM) injection of CAB LA at Weeks 5, 9, 17, 25, and 33. In Step 3, participants will receive a TDF/FTC tablet orally every day for 48 weeks or may be offered the opportunity to join an open label CAB study instead, if such a study is being implemented in their area at the time.
Cellular therapies for type-1 diabetes can leverage cell encapsulation to dispense with immunosuppression. However, encapsulated islet cells do not survive long, particularly when implanted in poorly vascularized subcutaneous sites. Here we show that the induction of neovascularization via temporary controlled inflammation through the implantation of a nylon catheter can be used to create a subcutaneous cavity that supports the transplantation and optimal function of a geometrically matching islet-encapsulation device consisting of a twisted nylon surgical thread coated with an islet-seeded alginate hydrogel. The neovascularized cavity led to the sustained reversal of diabetes, as we show in immunocompetent syngeneic, allogeneic and xenogeneic mouse models of diabetes, owing to increased oxygenation, physiological glucose responsiveness and islet survival, as indicated by a computational model of mass transport. The cavity also allowed for the in situ replacement of impaired devices, with prompt return to normoglycemia. Controlled inflammation-induced neovascularization is a scalable approach, as we show with a minipig model, and may facilitate the clinical translation of immunosuppression-free subcutaneous islet transplantation.
Routine intraoperative blood pressure management with a lower intervention threshold of 65 mmHg. In contrast to the patients assigned to the personalized management group, the individual mean nighttime MAP assessed using preoperative automated blood pressure monitoring is not taken into account and the treating anesthesiologists are blinded to the data of preoperative automated blood pressure monitoring.
A computer-implemented system is described for identifying and retrieving similar radiology images to a query image. The system includes one or more fetchers receiving the query image and retrieving a set of candidate similar radiology images from a data store. One or more scorers receive the query image and the set of candidate similar radiology images and generate a similarity score between the query image and each candidate image. A pooler receives the similarity scores from the one or more scorers, ranks the candidate images, and returns a list of the candidate images reflecting the ranking. The scorers implement a modelling technique to generate the similarity score capturing a plurality of similarity attributes of the query image and the set of candidate similar radiology images and annotations associated therewith. For example, the similarity attributes could be patient, diagnostic and/or visual similarity, and the modelling techniques could be triplet loss, classification loss, regression loss and object detection loss.
Treatment of Pseudomonas aeruginosa infection is challenging due to its intrinsic and acquired antibiotic resistance. As the number of current therapeutic options for P. aeruginosa infections is limited, developing novel treatments against the pathogen is an urgent clinical priority. The suppression of virulence of P. aeruginosa could be a new therapeutic option, and the type III secretion system (T3SS), which enables the bacteria to translocate various kinds of toxins into host cells and inhibits cellular functions, is considered as one possible target. In this report, we examined T3SS inhibition by COT-143/INFEX702, a humanized monoclonal antibody against PcrV, T3SS component, and present the crystal structure of the antibody-PcrV complex. COT-143 inhibited T3SS-dependent cytotoxicity and protected mice from the mortality caused by P. aeruginosa infection. The inhibition of cytotoxicity coincided with inhibition of translocon formation in a host cell membrane, which is necessary for T3SS intoxication. COT-143 protected murine neutrophils and facilitated phagocytosis of P. aeruginosa. These results suggest that COT-143 facilitates P. aeruginosa clearance by protecting neutrophil via inhibition of T3SS-dependent toxin translocation. This is the first report to show that an anti-PcrV antibody directly interferes with translocon formation to inhibit intoxication of host cells.
Dental images are processed according to a first machine learning model to determine teeth labels. The teeth labels and image are concatenated and processed using a second machine learning model to label anatomy including CEJ, JE, GM, and Bone. The anatomy labels, teeth labels, and image are concatenated and processed using a third machine learning model to obtain feature measurements, such as pocket depth and clinical attachment level. The feature measurements, anatomy labels, teeth labels, and image may be concatenated and input to a fourth machine learning model to obtain a diagnosis for a periodontal condition. Feature measurements and/or the diagnosis may be processed according to a diagnosis hierarchy to determine whether a treatment is appropriate. Machine learning models may further be used to reorient, decontaminate, and restore the image prior to processing. Machine learning models may be embodied as CNN, GAN, and cyclic GAN.
PURPOSE:To obtain a novel DNA useful for the production of an adhesive factor having a preliminarily B cell-multiplying and supporting ability and used as a reagent for identifying multiple myeloma(MM) and chronic articular rheumatism(RA) and as a reagent for clinically diagnosing these diseases. CONSTITUTION:A DNA coding a polypeptide having a preliminarily B cell- multiplying and supporting ability (e.g. a part of the amino acid sequence of the polypeptide composed of 318 amino acids is represented by the formula). A cDNA library is produced from a mRNA prepared from a stroma cell strain originated from the bone marrow of a chronic articular rheumatism patient, and a transformant strongly reacting with a monoclonal antibody produced from hybridoma SG2 is screened from the produced cDNAs. The cDNAs used for the production are further divided, and again inserted into expression vectors. Transformants strongly reacting with the antibody are screened. The process for obtain the novel adhesive factor gene having a preliminarily B cell-multiplying and supporting ability.
Provided herein are hemostatic compositions. In one embodiment, the hemostatic composition includes cross-linked polymer microspheres, such as cross-linked gelatin microspheres with pores. In another embodiment, the hemostatic composition comprises an additive such as a wetting agent, a suspending agent, or both. The hemostatic compositions may also include a hemostatic agent such as thrombin, and may include a high concentration of thrombin. The hemostatic compositions may also include plasma.  Also provided herein are devices for dispersing said hemostatic compositions in a diluent, and delivering said dispersed hemostatic composition. The hemostatic compositions may also fabricated with a selected geometry as administration suggests.
This is an experimental study. A sample size of 25\~40 participants from an elementary school will be recruited in the randomized controlled study.The sequential arrangement is arranged in a random manner for the participating children. A investigation of four groups will be designed for the PMP: Group 1 (frequency following response, Group 2(frequency following response,and eye exercise), Group 3 (frequency following response, eye exercise, transcutaneous electrical nerve stimulation and stimulating auricular acupoints), and Group 4, the control group. The PMP implement a 30 minute intervention two times per the investigators. Pre-test and post-test (eyeball diopter detection and Sellen's vision chart) will be carried out. The duration of each intervention is provided for two days. The washout period following next intervention is 7 days at least. After completing four intervention, the effect of the best intervention of eight the investigator will be conducted.The evaluation time of the interventions will be observed at first-time and one-month observations. A descriptive and inferential statistics by SpSS will be used for data analysis.

The investigators will apply the frequency following response, eye exercise, and transcutaneous electrical nerve stimulation on PMP among Taiwan schoolchildren. The findings of the study may provide information for promotion of visual health for schoolchildren and their parents.
The mechanism behind hemodialysis arteriovenous fistula (AVF) failure remains poorly understood, despite previous efforts to correlate altered hemodynamics with vascular remodeling. We have recently demonstrated that transitional flow induces high-frequency vibrations in the AVF wall, albeit with a simplified model. This study addresses the key limitations of our original fluid-structure interaction (FSI) approach, aiming to evaluate the vibration response using a more realistic model. A 3D AVF geometry was generated from contrast-free MRI and high-fidelity FSI simulations were performed. Patient-specific inflow and pressure were incorporated, and a three-term Mooney-Rivlin model was fitted using experimental data. The viscoelastic effect of perivascular tissue was modeled with Robin boundary conditions. Prescribing pulsatile inflow and pressure resulted in a substantial increase in vein displacement ( + 400  %) and strain ( + 317  %), with a higher maximum spectral frequency becoming visible above -42 dB (from 200 to 500 Hz). Transitioning from Saint Venant-Kirchhoff to Mooney-Rivlin model led to displacement amplitudes exceeding 10 micrometers and had a substantial impact on strain ( + 116  %). Robin boundary conditions significantly damped high-frequency displacement ( - 60  %). Incorporating venous tissue properties increased vibrations by 91%, extending up to 700 Hz, with a maximum strain of 0.158. Notably, our results show localized, high levels of vibration at the inner curvature of the vein, a site known for experiencing pronounced remodeling. Our findings, consistent with experimental and clinical reports of bruits and thrills, underscore the significance of incorporating physiologically plausible modeling approaches to investigate the role of wall vibrations in AVF remodeling and failure.
Exposure to PM2.5 is correlated with cardiac remodeling, of which cardiac hypertrophy is one of the main clinical manifestations. Ferroptosis plays an important role in cardiac hypertrophy. However, the potential mechanism of PM2.5-induced cardiac hypertrophy through ferroptosis remains unclear. This study aimed to explore the molecular mechanism of cardiac hypertrophy caused by PM2.5 and the intervention role of MitoQ involved in this process. The results showed that PM2.5 could induce cardiac hypertrophy and dysfunction in mice. Meanwhile, the characteristics of ferroptosis were observed, such as iron homeostasis imbalance, lipid peroxidation, mitochondrial damage and abnormal expression of key molecules. MitoQ treatment could effectively mitigate these alternations. After treating human cardiomyocyte AC16 with PM2.5, ferroptosis activator (Erastin) and inhibitor (Fer-1), it was found that PM2.5 could promote ferritinophagy and lead to lipid peroxidation, mitochondrial dysfunction as well as the accumulation of intracellular and mitochondrial labile iron. Subsequently, mitophagy was activated and provided an additional source of labile iron, enhancing the sensitivity of AC16 cells to ferroptosis. Furthermore, Fer-1 alleviated PM2.5-induced cytotoxicity and iron overload in the cytoplasm and mitochondria of AC16 cells. It was worth noting that during the process of PM2.5 caused ferroptosis, abnormal iron metabolism mediated the activation of ferritinophagy and mitophagy in a temporal order. In addition, NCOA4 knockdown reversed the iron homeostasis imbalance and lipid peroxidation caused by PM2.5, thereby alleviating ferroptosis. In summary, our study found that iron homeostasis imbalance-mediated the crosstalk of ferritinophagy and mitophagy played an important role in PM2.5-induced ferroptosis and cardiac hypertrophy.
For adults and children over 14 years of age, a dosage above 4 mg four times a day should be used only when the patient fails to respond. If a favorable response does not occur with the 4-mg initial dosage, it should be cautiously increased stepwise up to a maximum of 8 mg four times a day as tolerated. Adults and Children Over 14 Years of Age:

For children from 6 to 14 years of age who fail to respond to the initial starting dosage of 2 mg four times a day, the dosage may be cautiously increased stepwise, but not to exceed 24 mg/day (given in divided doses). Children Over 6 Years to 14 Years of Age Who Fail to Respond to the Initial Starting Dosage of 2 mg Four Times a Day:

For children 2 to 5 years of age who do not respond satisfactorily to the initial starting dosage, the dosage may be increased stepwise to 0.2 mg/kg of body weight three times a day, but not to exceed a maximum of 4 mg (2 teaspoonfuls) given three times a day. Children 2 to 5 Years of Age Who Do Not Respond Satisfactorily to the Initial Dosage:

The initial dosage should be restricted to 2 mg three or four times a day and individually adjusted thereafter. Elderly Patients and Those Sensitive to Beta-adrenergic Stimulators:
The usual initial dosage is 40 mg propranolol hydrochloride twice daily, whether used alone or added to a diuretic. Dosage may be increased gradually until adequate blood pressure control is achieved. The usual maintenance dosage is 120 mg to 240 mg per day. In some instances a dosage of 640 mg a day may be required. The time needed for full antihypertensive response to a given dosage is variable and may range from a few days to several weeks. 

While twice-daily dosing is effective and can maintain a reduction in blood pressure throughout the day, some patients, especially when lower doses are used, may experience a modest rise in blood pressure toward the end of the 12-hour dosing interval. This can be evaluated by measuring blood pressure near the end of the dosing interval to determine whether satisfactory control is being maintained throughout the day. If control is not adequate, a larger dose, or 3‑times‑daily therapy may achieve better control.