Comparison of active learning algorithms in classifying head computed tomography reports using bidirectional encoder representations from transformers.

Purpose: Systems equipped with natural language (NLP) processing can reduce missed radiological findings by physicians, but the annotation costs are burden in the development. This study aimed to compare the effects of active learning (AL) algorithms in NLP for estimating the significance of head computed tomography (CT) reports using bidirectional encoder representations from transformers (BERT).

Methods: A total of 3728 head CT reports annotated with five categories of importance were used and UTH-BERT was adopted as the pre-trained BERT model.

Solitary median maxillary central incisor syndrome caused by 22q11.2 microdeletion.

Solitary median maxillary central incisor (SMMCI) syndrome, the mildest form of the holoprosencephaly spectrum, is a rare anomaly characterized by the presence of a single midline central incisor in both the deciduous and permanent dentitions. Affected individuals can present with additional midline defects beyond dental findings. The 22q11.

Evaluation of the digestion protocol of mouse neonatal epidermis for single-cell RNA sequencing.

The skin is primarily composed of keratinocytes and forms an effective barrier between the organism and external environment. Neonatal skin analysis is essential for understanding developmental processes and rare skin diseases. However, efficient single-cell dissociation methods for the neonatal mouse epidermis remain underexplored.

Segmentation of the general public according to differences in knowledge and beliefs about radiation-cluster analysis by attitude, knowledge, belief and anxiety.

Following the 2011 Fukushima Daiichi Nuclear Power Plant accident, public behaviors have been marked by excessive avoidance and stigma, driven by fear and uncertainty regarding radiation exposure and its health implications. Despite extensive media dissemination of information on radiation, the precise nature of the public's knowledge, beliefs and the resultant behavioral responses remain unclear. This study aimed to segment the population based on their attitudes, knowledge, beliefs and anxiety levels about radiation, correlating these factors with their cognitive and behavioral responses to radiation exposure.

Long-Range Halogen Dance Reaction in 4,5-Dihalogeno-2-(Sulfur-Containing Heterocyclyl)thiazole.

We have investigated the base-induced long-range halogen dance reactions of 4,5-dibromo- or 4-bromo-5-iodothiazoles bearing sulfur-containing aromatic heterocycles at the C2-position. We have found that the reaction occurs in bithiazole regioisomers or (thiophenyl)thiazole derivatives, in which the C-5 halo group on the thiazole halogen donor regioselectively migrates to a halogen acceptor ring after treatment with lithium bis(trimethylsilyl)amide. The substrate with a thiophen-2-yl substituent required highly basic P4-t-Bu to induce the halogen dance reaction.

Clonal Hematopoiesis in Chronic Thromboembolic Pulmonary Hypertension.

Background: The cause of chronic thromboembolic pulmonary hypertension (CTEPH) remains largely unknown. Recently, clonal hematopoiesis (CH) has been reported to be associated with cardiovascular and thromboembolic diseases. Here, we investigated the prevalence and clinical impact of CH in patients with CTEPH.

Outer-surface adduct formation and selective separation of -type gallated and -type non-gallated catechins using cucurbit[7]uril.

We found that -type gallated and non-gallated catechins form low water solubility outer-surface adducts with cucurbit[7]uril in aqueous solution, with -type gallated catechins showing a higher tendency to precipitate as outer-surface adducts. By exploiting this phenomenon, we achieved the selective separation of -type gallated and non-gallated catechins in solution.

The expression of the formin Fhod3 in mouse tongue striated muscle.

The sarcomere is the contractile unit of striated muscle and is composed of actin and myosin filaments. There is increasing evidence to support that actin assembly mediated by Fhod3, a member of the formin family of proteins, is critical for sarcomere formation and maintenance in cardiac muscle. Fhod3, which is abundantly expressed in the heart, localizes to the center of sarcomeres and contributes to the regulation of the cardiac function, as evidenced by the fact that mutations in Fhod3 cause cardiomyopathy.

Comparison of Nocifensive Behavior in Na1.7-, Na1.8-, and Na1.9-Channelrhodopsin-2 Mice by Selective Optogenetic Activation of Targeted Sodium Channel Subtype-Expressing Afferents.

Voltage-gated sodium channels, including Na1.7, Na1.8, and Na1.

Breakfast skipping suppresses the vascular endothelial function of the brachial artery after lunch.

Breakfast skipping has been suggested to be associated with cardiovascular diseases. However, whether breakfast skipping affects vascular endothelial function (VEF), a marker of cardiovascular diseases, remains unclear. This study aimed to investigate the impact of breakfast consumption (Eating trial) and skipping (Skipping trial) on brachial artery (BA) VEF in healthy breakfast eaters.

Draft genome sequences of strains isolated from .

species are endophytic fungi that systemically colonize grass species. Here, we report the genome sequences of strains HS and DP isolated for the first time from in Nagoya, Japan.

Stress-Induced Martensitic Transformation in NaYCl.

Martensitic transformation with volume expansion plays a crucial role in enhancing the mechanical properties of steel and partially stabilized zirconia. We believe that a similar concept could be applied to unexplored nonoxide materials. Herein, we report the stress-induced martensitic transformation of monoclinic NaYCl with an ∼3.

The perspective for next-generation lung replacement therapies: functional whole lung generation by blastocyst complementation.

Purpose Of Review: Blastocyst complementation represents a promising frontier in next-generation lung replacement therapies. This review aims to elucidate the future prospects of lung blastocyst complementation within clinical settings, summarizing the latest studies on generating functional lungs through this technique. It also explores and discusses host animal selection relevant to interspecific chimera formation, a challenge integral to creating functional human lungs via blastocyst complementation.

Oral stimulation with glucose and fructose, but not sucrose, accelerates gastric emptying in humans.

Postprandial regulation of the gastric emptying (GE) rate plays an important role in food intake. Although oral sweetening with glucose may accelerate GE, the effects of different sweetness intensities of glucose (10% and 20%, w/v) and other energy sweeteners (e.g.

The Genome-wide DNA methylation changes in gastrointestinal surgery patients with and without postoperative delirium: Evidence of immune process in its pathophysiology.

Aim: The pathophysiological mechanisms of postoperative delirium (POD) are still unclear, and there is no reliable biomarker to distinguish between those with and without POD. Our aim was to discover DNAm markers associated with POD in blood collected from patients before and after gastrointestinal surgery.

Method: We collected blood samples from 16 patients including 7 POD patients at three timepoints; before surgery (pre), the first and third postoperative days (day1 and day3).

Glycan Display on Cell Surfaces Using HaloTag: Visualizing the Effect of the Galectin Lattice on the Lateral Diffusion and Extracellular Vesicle Loading of Glycosylated Membrane Proteins.

Glycans cover the cell surface to form the glycocalyx, which governs a myriad of biological phenomena. However, understanding and regulating glycan functions is extremely challenging due to the large number of heterogeneous glycans that engage in intricate interaction networks with diverse biomolecules. Glycocalyx-editing techniques offer potent tools to probe their functions.

Mizoribine Promotes Molecular Chaperone HSP60/HSP10 Complex Formation.

It has been reported that Mizoribine is an immunosuppressant used to suppress rejection in renal transplantation, nephrotic syndrome, lupus nephritis, and rheumatoid arthritis. The molecular chaperone HSP60 alone induces inflammatory cytokine IL-6 and the co-chaperone HSP10 alone inhibits IL-6 induction. HSP60 and HSP10 form a complex in the presence of ATP.

Ephrin Forward Signaling Controls Interspecies Cell Competition in Pluripotent Stem Cells.

In the animal kingdom, evolutionarily conserved mechanisms known as cell competition eliminate unfit cells during development. Interestingly, cell competition also leads to apoptosis of donor cells upon direct contact with host cells from a different species during interspecies chimera formation. The mechanisms underlying how host animal cells recognize and transmit cell death signals to adjacent xenogeneic human cells remain incompletely understood.