anthonyyazdaniml/gliner-biomed-curated-corpus huggingface dataset:
BACKGROUND: Lumbar disc herniation (LDH) is a prevalent spinal disease that can result in severe pain, with Magnetic resonance imaging (MRI) serving as a commonly diagnostic tool. However, annotating numerous MRI images, necessary for deep learning based LDH diagnosis, can be challenging and labor-intensive. Semi-supervised learning, mainly utilizing pseudo labeling and consistency regularization, can leverage limited labeled images and abundant unlabeled images. However, consistency regularization solely focuses on maintaining the semantic consistency of transformed unlabeled data but fails to utilize the semantic information from labeled data to guide the unlabeled data, and additionally, pseudo labeling is prone to confirmation bias.
METHOD: We propose SeCoFixMatch, an innovative approach that seamlessly integrates semantic contrast and uncertainty-aware pseudo labeling into semi-supervised learning. Semantic contrast constraints the semantic consistency between labeled and unlabeled images. Pseudo labels are generated by combining predictive confidence and uncertainty, with uncertainty computing by optimizing the Kullback-Leibler (KL) loss between predictive and target Dirichlet distribution.
RESULTS: Comparison with other semi-supervised models and ablation experiment with varying labeled data demonstrate the effectiveness and generalization of proposed model. Notably, SeCoFixMatch, trained with just 40 labels, outperforms the baseline model trained with 200 labels, reducing the annotation effort by a remarkable 80%.
CONCLUSIONS: Proposed pseudo labeling algorithm generates more precise pseudo labels for semantic contrastive learning and semantic contrastive learning facilitates better feature representation, thereby further improving the prediction accuracy of pseudo label. The mutual reinforcement of pseudo labeling and semantic contrast constraints boosts the performance of semi-supervised algorithm.
Sickle cell disease subject cohorts randomized 9:3 to receive FT-4202 or placebo for 14 days continuous dosing. The dose of FT-4202/placebo administered will be a dose less than the maximum tolerable dose evaluated in MAD healthy volunteers.
The AXIUM Neurostimulator System is an investigational spinal cord stimulation device that is designed to stimulate the dorsal root ganglion (DRG) of the spine located on the back surface of the spinal cord where nerves exit the backbone. The device has 2 parts that are placed surgically (implanted) : 1) a pulse generator which is placed under the skin in the buttocks or abdomen, and 2) up to four wires (leads) that have one end attached to the pulse generator, and the other end secured to the tissue near the target treatment area.
Non-invasive prenatal testing (NIPT) can not only accurately detect early in pregnancy the presence of chromosomal abnormalities but also fetal sex. However, whether fetal sex should be reported after performing NIPT is ethically contentious. In Belgium, NIPT is practically fully reimbursed and offered to all pregnant women as a first-tier screening. In practice, fetal sex is reported upon request of the expectant parents; however, this is not stipulated in guidelines. As more countries are offering NIPT and looking to implement it in public healthcare, challenges and insights of healthcare professionals working in Belgium can be of value for others. We assessed healthcare professionals' experiences with and perspectives on sex determination and reporting following NIPT in Belgium by conducting a semi-structured interview study. We interviewed 30 professionals involved in prenatal screening. While overall healthcare professionals did not consider reporting fetal sex to be an issue if the expectant parents want to know, some consider the reporting of a non-medical trait like fetal sex problematic when it is reimbursed or if it could lead to sex-selective termination of pregnancy. Moreover, the strong desire of expectant parents to know fetal sex risks compromising informed decision-making about NIPT. In this way, fetal sex may distract from the primary aim of NIPT as a test for medical conditions. Improving pre-test counseling both in terms of quality and availability may help overcome some of these issues.
Following a single dose of two minocycline hydrochloride capsules, 100 mg administered to 18 normal fasting adult volunteers, maximum serum concentrations were attained in 1 to 4 hours (average 2.1 hours) and ranged from 2.1 to 5.1 mcg/mL (average 3.5 mcg/mL). The serum half-life in the normal volunteers ranged from 11.1 to 22.1 hours (average 15.5 hours).

When minocycline hydrochloride capsules were given concomitantly with a high-fat meal, which included dairy products, the extent of absorption of minocycline hydrochloride capsules was unchanged compared to dosing under fasting conditions. The mean Tmax was delayed by one hour when administered with food, compared to dosing under fasting conditions. Minocycline hydrochloride capsules may be administered with or without food.

In previous studies with other minocycline dosage forms, the minocycline serum half-life ranged from 11 to 16 hours in 7 patients with hepatic dysfunction, and from 18 to 69 hours in 5 patients with renal dysfunction. The urinary and fecal recovery of minocycline when administered to 12 normal volunteers was one-half to one-third that of other tetracyclines.
Although significant progress has been achieved in elucidating the genetic architecture of systemic lupus erythematosus (SLE), identifying genes underlying the pathogenesis has been challenging. The NZM2410-derived lupus susceptibility Sle3 locus is associated with T cell hyperactivity and activated myeloid cells. However, candidate genes associated with these phenotypes have not been identified. Here, we narrow the Sle3 locus to a smaller genomic segment (Sle3k) and show that mice carrying Sle3k and Sle1 loci developed lupus nephritis. We identify Klf13 as the primary candidate gene that is associated with genome-wide transcription changes resulting in higher levels of proinflammatory cytokines, enhanced T cell activation, and hyperresponsiveness of myeloid cells. Correspondingly, Klf13 -/- mice display repression of genes involved in mediating immune activation, including key proinflammatory cytokines/chemokines in T cells and dysregulation in cytokine signaling pathways in myeloid cells in response to toll receptor ligands. Klf13 upregulation is associated with increased production of RANTES, a key chemokine in lupus nephritis, in activated T cells and the kidneys of lupus-prone mice. In sum, our findings reveal Klf13 as a key gene in the Sle3 interval in mediating lupus pathogenesis that may have implications in the rational design of new therapies for SLE.
INTRODUCTION: Pulmonary fibrosis (PF) and tissue remodeling can greatly impair pulmonary function and often lead to fatal outcomes.
METHODOLOGY: In the present study, we explored a novel molecular interplay of long noncoding (Lnc) RNA CBR3-AS1/ miRNA-29/ FIZZ1 axis in moderating the inflammatory processes, immunological responses, and oxidative stress pathways in bleomycin (BLM)-induced lung fibrosis. Furthermore, we investigated the pharmacological potential of Trimetazidine (TMZ) in ameliorating lung fibrosis.
RESULTS: Our results revealed that the BLM-treated group exhibited a significant upregulation in the expression of epigenetic regulators, lncRNA CBR3-AS1 and FIZZ1, compared to the control group (P<0.0001), along with the downregulation of miRNA-29 expression. Furthermore, Correlation analysis showed a significant positive association between lnc CBR3-AS1 and FIZZ1 (R=0.7723, p<0.05) and a significant negative association between miRNA-29 and FIZZ1 (R=-0.7535, p<0.05), suggesting lnc CBR3-AS1 as an epigenetic regulator of FIZZ1 in lung fibrosis. BLM treatment significantly increased the expression of Notch, Jagged1, Smad3, TGFB1, and hydroxyproline. Interestingly, the administration of TMZ demonstrated the ability to attenuate the deterioration effects caused by BLM treatment, as indicated by biochemical and histological analyses. Our investigations revealed that the therapeutic potential of TMZ as an antifibrotic drug could be ascribed to its ability to directly target the epigenetic regulators lncRNA CBR3-AS1/ miRNA-29/ FIZZ1, which in turn resulted in the mitigation of lung fibrosis. Histological and immunohistochemical analyses further validated the potential antifibrotic effects of TMZ by mitigating the structural damage associated with fibrosis.
DISCUSSION: Taken together, our study showed for the first time the interplay between epigenetic lncRNAs CBR3-AS1 and miRNA-29 in lung fibrosis and demonstrated that FIZZ1 could be a downregulatory gene for lncRNA CBR3-AS1 and miRNA-29. Our key findings demonstrate that TMZ significantly reduces the expression of fibrotic, oxidative stress, immunomodulatory, and inflammatory markers, along with epigenetic regulators associated with lung fibrosis. This validates its potential as an effective antifibrotic agent by targeting the CBR3-AS1/miRNA-29/FIZZ1 axis.
BACKGRUOUND: The predictive factors for lateral neck lymph node metastasis (LLNM) in papillary thyroid microcarcinoma (PTMC) remain undetermined. This study investigated the clinicopathological characteristics, transcriptomes, and tumor microenvironment in PTMC according to the LLNM status. We aimed to identify the biomarkers associated with LLNM development.
METHODS: We retrospectively reviewed the medical records of patients with PTMC from two independent institutions between 2018 and 2022 (n=597 and n=467). We compared clinicopathological features between patients without lymph node metastasis (N0) and those with LLNM (N1b). Additionally, laser capture microdissection and RNA sequencing were performed on primary tumors from both groups, including metastatic lymph nodes from the N1b group (n=30; 20 primary tumors and 10 paired LLNMs). We corroborated the findings using RNA sequencing data from 16 BRAF-like PTMCs from The Cancer Genome Atlas. Transcriptomic analyses were validated by immunohistochemical staining.
RESULTS: Clinicopathological characteristics, such as male sex, multifocality, extrathyroidal extension, lymphatic invasion, and central node metastasis showed associations with LLNM in PTMCs. Transcriptomic profiles between the N0 and N1b PTMC groups were similar. However, tumor microenvironment deconvolution from RNA sequencing and immunohistochemistry revealed an increased abundance of tumor-associated macrophages, particularly M2 macrophages, in the N1b group.
CONCLUSION: Patients with PTMC who have a male sex, multifocality, extrathyroidal extension, lymphatic invasion, and central node metastasis exhibited an elevated risk for LLNM. Furthermore, infiltration of M2 macrophages in the tumor microenvironment potentially supports tumor progression and LLNM in PTMCs.
A medical device is disclosed. The medical device includes an RFID reader for receiving information from at least one RFID transponder. The medical d evice also includes a memory for storing a database and at least one process or for processing information. Also, a remote controller for a medical devic e is disclosed. The remote controller includes an information receiver for r eceiving information related to food. The infusion device also includes a me mory for storing a database and at least one processor for processing inform ation. A method for use in a medical device is also disclosed. The method in cludes receiving information from an RFID transponder related to food. Also, the processing the information by comparing the information to a database i s included in the method. The method also includes determining the acceptabi lity of the food and providing information related to acceptability to the u ser.
BACKGROUND: Intraoperative hypoxemia and postoperative pulmonary complications (PPCs) often occur in patients with one-lung ventilation (OLV), due to both pulmonary shunt and atelectasis. It has been demonstrated that individualized positive end-expiratory pressure (iPEEP) can effectively improve intraoperative oxygenation, increase lung compliance, and reduce driving pressure, thereby decreasing the risk of developing PPCs. However, its effect during OLV is still unknown. Therefore, we aim to investigate whether iPEEP ventilation during OLV is superior to 5 cmH2O PEEP in terms of intraoperative oxygenation and the occurrence of PPCs.
METHODS: This study is a prospective, randomized controlled, single-blind, single-center trial. A total of 112 patients undergoing thoracoscopic pneumonectomy surgery and OLV will be enrolled in the study. They will be randomized into two groups: the static lung compliance guided iPEEP titration group (Cst-iPEEP Group) and the constant 5 cmH2O PEEP group (PEEP 5 Group). The primary outcome will be the oxygenation index at 30 min after OLV and titration. Secondary outcomes are oxygenation index at other operative time points, PPCs, postoperative adverse events, ventilator parameters, vital signs, pH value, inflammatory factors, and economic indicators.
DISCUSSION: This trial explores the effect of iPEEP on intraoperative oxygenation during OLV and PPCs. It provides some clinical references for optimizing the lung protective ventilation strategy of OLV, improving patient prognosis, and accelerating postoperative rehabilitation.
TRIAL REGISTRATION: www.Chictr.org.cn ChiCTR2300073411 . Registered on 10 July 2023.
The target study population will comprise patients with permanent atrial fibrillation with mild or moderate myocardial dysfunction according to the American consensus echocardiography and the classical indication for pacemaker by Brazilian Guidelines for Cardiac Implantable Electronic Devices Guidelines and the American Heart Association. Primary goal: Assess whether resynchronization achieved by bifocal right ventricle pacing has influence on serum levels of natriuretic peptides and whether this could be used as a measure of success. Secondary goal: To compare clinical parameters,compare electrocardiographic parameters (QRS complex stimulated) in ventricular apical position and ventricular bifocal position, assess quality of life by questionnaire Minnesota Living With Heart Failure. Will be implanted pacemaker endocardial bifocal, with placement of a ventricular endocardial electrode in the septal region and another in right ventricle apical, as adopted in the conduct of Pacemaker sector under local anesthesia and sedation. After pacemaker implantation, patients will be randomized in a 1:1 ratio to apical or bifocal stimulation. Patients remained in this mode of stimulation for two months, after which they will be subjected to the following sequence of reviews: Clinical assessment (functional classification of heart failure);assessment of quality of life by the Minnesota Living With Heart Failure Questionnaire, 12-lead electrocardiogram at rest, with measurements of stimulated QRS duration, evaluation of the parameters of the pacemaker, serum level of peptides. At the end of this period of evaluation, patients will undergo cross-over groups, those in apical ventricular pacing will be allocated in the bifocal group and the last one will be allocated to apical ventricular pace. Patients will be retained in the new pacing mode for two months, and at the end of this period will be submitted to clinical, laboratory and assessment of pacemaker evaluation as well. At the end of the study, all patients will be kept in bifocal ventricular pacing, as advocated in the conduct of Pacemaker sector.
In France, stroke affects nearly 150,000 people per year and is therefore a major problem public health in France but also in Europe . With improved support treatment, the mortality rate decreases, but the sequelae, linked to the consequences of the stroke, remain numerous . More than 88% of stroke victims return at home upon discharge from hospital rehabilitation. However more and more people experience difficulties as a result of this return. Hospital discharge entails an imbalance between the period of hospitalization and place of residence in terms of the frequency and intensity of rehabilitation. In fact, the person benefits from rehabilitation during his hospitalization daily. After returning home, the person no longer benefits only 1 to 2 rehabilitation sessions per week, sometimes less . In view of these different elements, the investigators issue the assumption that making available to people AVC a self-rehabilitation program designed with and for them and centered on the meaningful occupations of the person will allow an increase in their occupational performance in their life activities daily. The aim of this study is to create a self-rehabilitation program based on people's daily living activities and designed with and for them and to evaluate the benefits of this program with a randomized controlled study.
This methodological study aimed to assess the validity and reliability of the Turkish version of the Evaluation of the Impact of Hearing Loss in Adults (ERSA) questionnaire for individuals with treated hearing loss. The study involved 200 participants, and both exploratory factor analysis and confirmatory factor analysis were used to examine structural validity. External validity was assessed by correlating ERSA scores with the Abbreviated Profile of Hearing Aid Benefit (APHAB). Internal consistency and test-retest reliability were evaluated using Cronbach's alpha and the intraclass correlation coefficient, respectively. The Turkish ERSA demonstrated strong psychometric properties, with significant correlations between APHAB and ERSA scores and excellent internal consistency and test-retest reliability. The findings suggest that the Turkish ERSA is a valid and reliable tool for evaluating the impact of hearing loss in individuals.
Following a 1-week SB placebo run-in treatment, participants with \<30% improvement and ≥28 total score on Adult ADHD-RS-IV scale score received centanafadine (CTN) 100 mg, sustained release (SR) tablet, once daily (1 tablet in the morning) on Days 1 and 2, followed by 200 mg, SR tablets, twice daily (1 tablet in the morning and 1 tablet 5 hours later) on Days 3 and 4, followed by 300 mg, SR tablets, twice daily (2 tablets in the morning and 1 tablet 5 hours later) on Days 5, 6, and 7. After 1 week of treatment, CTN doses were maintained or titrated in 100-mg increments up to the maximum of 500 mg daily or reduced based on the safety and tolerability, as judged by the investigator at Weeks 2, 3 and 4.
The recommended dosage of SOLODYN is approximately 1 mg/kg once daily for 12 weeks. Higher doses have not shown to be of additional benefit in the treatment of inflammatory lesions of acne, and may be associated with more acute vestibular side effects.

The following table shows tablet strength and body weight to achieve approximately 1 mg/kg.

SOLODYN Tablets may be taken with or without food [see Clinical Pharmacology (12)]. Ingestion of food along with SOLODYN may help reduce the risk of esophageal irritation and ulceration.

In patients with renal impairment, the total dosage should be decreased by either reducing the recommended individual doses and/or by extending the time intervals between doses [see Warnings and Precautions (5.4)].
Molecular signatures are usually sets of biomolecules that can serve as diagnostic, prognostic, predictive, or therapeutic markers for a specific disease. Omics data derived from various high-throughput molecular biology technologies offer global, unbiased and appropriately comparable data, which can be used to identify such molecular signatures. To address the need for comprehensive disease signatures, DiSignAtlas (http://www.inbirg.com/disignatlas/) was developed to provide transcriptomics-based signatures for a wide range of diseases. A total of 181 434 transcriptome profiles were manually curated from studies involving 1836 nonredundant disease types in humans and mice. Then, 10 306 comparison datasets comprising both disease and control samples, including 328 single-cell RNA sequencing datasets, were established. Furthermore, a total of 3 775 317 differentially expressed genes in humans and 1 723 674 in mice were identified as disease signatures by analysing transcriptome profiles using commonly used pipelines. In addition to providing multiple methods for the retrieval of disease signatures, DiSignAtlas provides downstream functional enrichment analysis, cell type analysis and signature correlation analysis between diseases or species when available. Moreover, multiple analytical and comparison tools for disease signatures are available. DiSignAtlas is expected to become a valuable resource for both bioscientists and bioinformaticians engaged in translational research.
A method of creating a unique deacetylated, depolymerized chitosan which may be employed to provide a time release chitosan-drug complex. The chitosan is deacetylated at least 60 percent and preferably at least 70 percent. It is preferred to employ a chitosan having a molecular weight of about 3.5 kDa to 250 kDa and preferably about 3.5 kDa to 75 kDa. The complex may be employed in various delivery systems including tablets, films, matrix supported drug delivery units or as coatings or films on implants. A method of making a drug delivering implant includes providing an implant, creating a complex of a depolymerized chitosan and a drug and establishing a layer of a chitosan drug complex on at least a portion of said implant. The chitosan-drug complex is preferably created through ionic bonding and may be a coating or a film self-adhered to a portion of an exterior surface of the implant. It is also preferred to deacetylate the chitosan prior to depolymerization. The layer of the chitosan-drug complex is characterized by a prolonged drug time release property as compared with complexes made from polymerized chitosan. A corresponding method of providing drug delivery to the locale of the implant within a patient is disclosed as is the implant.
Tekturna HCT can cause fetal harm when administered to a pregnant woman. If this drug is used during pregnancy, or if the patient becomes pregnant while taking this drug, the patient should be apprised of the potential hazard to the fetus.

Drugs that act directly on the renin-angiotensin system can cause fetal and neonatal morbidity and death when administered to pregnant women. If this drug is used during pregnancy, or if the patient becomes pregnant while taking this drug, apprise the patient of the potential hazard to the fetus. [see Use in Specific Populations (8.1)] In several dozen published cases, ACE inhibitors use during the second and third trimesters of pregnancy was associated with fetal and neonatal injury, including hypotension, neonatal skull hypoplasia, anuria, reversible or irreversible renal failure, and death. In addition, first trimester use of ACE inhibitors has been associated with birth defects. Thiazides cross the placenta, and use of thiazides during pregnancy is associated with a risk of fetal or neonatal jaundice, thrombocytopenia, and possible other adverse reactions that have occurred in adults.
A vaccine for immunisation against rhinitis atrophicans in pigs contains as active antigenic components (a) dead Bordetella bronchiseptica cells and (b) dead Pasteurella multocida cells. There are >=1.5 x 104 P. multocida cells per ml. and about 3 times as many B. bronchiseptica cells. The vaccines can contain usual auxiliaries, partic. Al cpds. such as the hydroxide or phosphate, to provide 3-8, pref. 6-7 mg. Al per ml. Suitably they are formulated as water-in-oil emulsions using esp. groundnut oil and an antigen-contg. aq. phase, plus emulsifiers and/or stabilisers. The two antigents together show synergistic enhancement of activity. The vaccines are easy to make, store and administer.
Group 1: Ages 13 months to 24 months inclusive. Six subjects dosed at 6 mg/kg as a 30 minute infusion.