Consistency in human papillomavirus type detection between self-collected vaginal specimens and physician-sampled cervical specimens.

With the rising need for accessible cervical cancer screening, self-sampling methods offer a promising alternative to traditional physician-led sampling. This study aims to evaluate the efficacy of the HygeiaTouch Self Sampling Kit for Women in detecting human papillomavirus (HPV) types and predicting cervical lesions. We studied the concordance in identifying high-risk HPV (hrHPV) types between samples collected by physicians and those self-collected by women using a self-sampling kit for validation. Women aged 21-65, fitting into specific categories based on their cervical health history were eligible. Cohen's kappa coefficient to gauge concordance between the two specimen types and relative accuracy metrics in identifying cervical intraepithelial neoplasia (CIN) were also calculated, with physician-sampled specimens serving as a reference. A total of 1210 participants from three institutes were involved. The self-sampling kit closely matched the physician-led method in terms of collecting valid specimens (100% vs. 100%), identifying hrHPV types (kappa: 0.75, 95% confidence interval [95% CI]: 0.72-0.79; agreement: 87.7%, 95% CI: 85.8-89.6) and predicting CIN grade 2 or worse (CIN2+) (relative sensitivity: 0.949, relative accuracy: 0.959). Kappa values varied between 0.71 and 0.83 for different hrHPV types and combinations, with an overall value 0.75 (95% CI: 0.72-0.79) signifying robust compatibility between the two methods. Our study underscores the potential of the HygeiaTouch Self Sampling Kit as a reliable, efficient, and user-friendly alternative to traditional sampling methods. This suggests that self-sampling could be pivotal in expanding cervical cancer screening accessibility and enhancing detection rates.

A non-comparative, randomized, phase II trial of atezolizumab or atezolizumab plus tiragolumab for programmed death-ligand 1-positive recurrent cervical cancer (SKYSCRAPER-04).

OBJECTIVE: To evaluate tiragolumab (anti-TIGIT) and atezolizumab (anti-PD-L1) as second- or third-line therapy for PD-L1-positive persistent/recurrent cervical cancer. METHODS: In the open-label, non-comparative, randomized phase II SKYSCRAPER-04 trial (NCT04300647), patients with PD-L1-positive (SP263 tumor area positivity ≥5%) recurrent/persistent cervical cancer after 1-2 chemotherapy lines (≥1 platinum-based) were randomized 3:1 to atezolizumab 1200 mg with/without tiragolumab 600 mg every 3 weeks until disease progression or unacceptable toxicity. Stratification factors were performance status, prior (chemo)radiotherapy, and disease status. The primary endpoint was independent review committee-assessed confirmed objective response rate per RECIST v1.1 in patients receiving tiragolumab plus atezolizumab. An objective response rate ≥21% (one-sample z-test p≤0.0245) was required for statistical significance versus a historical reference. RESULTS: Protocol-defined independent review committee-assessed objective response rates were 19.0% (95% CI 12.6 to 27.0) in 126 patients receiving tiragolumab plus atezolizumab (p=0.0787 vs historical reference) and 15.6% (95% CI 6.5 to 29.5) in 45 atezolizumab-treated patients. Response rates were higher in PD-L1high (tumor area positivity ≥10%) than PD-L1low (tumor area positivity 5%-9%) subgroups with both regimens. At 8.5 months' median follow-up, independent review committee-assessed progression-free survival was 2.8 months (95% CI 1.7 to 4.1) with tiragolumab plus atezolizumab and 1.9 months (95% CI 1.5 to 3.0) with atezolizumab. In post hoc analyses (10.4 months' median follow-up), median overall survival was 11.1 months (95% CI 9.6 to 14.5) with the combination and 10.6 months (95% CI 6.9 to 13.8) with atezolizumab (crossover permitted). In the combination group, 3% of patients had adverse events requiring treatment discontinuation and 8% had grade ≥3 adverse events of special interest; corresponding values in the single-agent arm were 4% and 11%. There were no treatment-related deaths or new safety findings. CONCLUSION: The objective response rate with the tiragolumab-plus-atezolizumab combination was numerically higher than the historical reference but did not reach statistical significance.

More than a piece of cake: Noun classifier processing in primary progressive aphasia.

INTRODUCTION: Clinical understanding of primary progressive aphasia (PPA) has been primarily derived from Indo-European languages. Generalizing certain linguistic findings across languages is unfitting due to contrasting linguistic structures. While PPA patients showed noun classes impairments, Chinese languages lack noun classes. Instead, Chinese languages are classifier language, and how PPA patients manipulate classifiers is unknown. METHODS: We included 74 native Chinese speakers (22 controls, 52 PPA). For classifier production task, participants were asked to produce the classifiers of high-frequency items. In a classifier recognition task, participants were asked to choose the correct classifier. RESULTS: Both semantic variant (sv) PPA and logopenic variant (lv) PPA scored significantly lower in classifier production task. In classifier recognition task, lvPPA patients outperformed svPPA patients. The classifier production scores were correlated to cortical volume over left temporal and visual association cortices. DISCUSSION: This study highlights noun classifiers as linguistic markers to discriminate PPA syndromes in Chinese speakers. HIGHLIGHTS: Noun classifier processing varies in the different primary progressive aphasia (PPA) variants. Specifically, semantic variant PPA (svPPA) and logopenic variant PPA (lvPPA) patients showed significantly lower ability in producing specific classifiers. Compared to lvPPA, svPPA patients were less able to choose the accurate classifiers when presented with choices. In svPPA, classifier production score was positively correlated with gray matter volume over bilateral temporal and left visual association cortices in svPPA. Conversely, classifier production performance was correlated with volumetric changes over left ventral temporal and bilateral frontal regions in lvPPA. Comparable performance of mass and count classifier were noted in Chinese PPA patients, suggesting a common cognitive process between mass and count classifiers in Chinese languages.

Performance Enhancement of Electrochemiluminescence with the Immunosensor Controlled Using Magnetized Masks for the Determination of Epithelial Cancer Biomarker EpCAM.

The performance of an electrochemiluminescence (ECL) immunosensor was improved with a particle gradient. SiO2-coated magnetic beads were adopted as nanocarriers for gradient manipulation and immobilized with the primary antibody. Cadmium telluride quantum dots were coated with a layer of protein G for conjugation and orientation of the secondary antibody as signal labels. ECL immunosensor gradients on the electrode were formed by magnetolithography (ML) with magnetized nickel masks of column and stripe arrays. The immunosensor generally aggregated as an island on the substrate, leading to a decrease of efficiency in the characteristic signals. Stripe arrays of magnetized nickel were designed to generate cylindrical magnetic flux on the substrate to improve the particle manipulation with the gradient. Various gradients of the sandwich-structured immunosensor substantially affected the electrochemical performance. Compared to the gradient-free immunosensor, the gradient of the immunosensor generated by ML using a 3 µm stripe array mask enhanced the ECL intensity ∼2.2 times. The results of quantification of epithelial cell adhesion molecules (EpCAM) with the gradient immunosensor showed a broad linear range (15-420 pg mL-1), a low limit of detection (5.5 pg mL-1), and high reliability for EpCAM-spiked serum samples, indicating that the immunosensor gradient substantially enhances the performance of the ECL assay.

Nutrient Supplementation Improves Contact Lens-Induced Corneal Cell Damage Based on a SIRC Cellular Model.

OBJECTIVES: The long-term use of contact lenses may damage the structure of the ocular surface and cause metabolic disorders in corneal cells. Vitamins and amino acids help maintain the physiological function of the eye. In the present study, the effects of nutrient (vitamin and amino acid) supplementation on corneal cell repair after contact lens-induced damage was investigated. METHODS: High-performance liquid chromatography was used to quantify the nutrient contents of minimum essential medium, and the MTT assay was used to measure the viability of corneal cells. A Statens Seruminstitut rabbit cornea cellular model was established to simulate contact lens-induced keratopathy and investigate the effects of vitamin and amino acid supplementations on corneal cell repair. RESULTS: The high water content lens group (78%) has a cell viability as high as 83.3%, whereas the cell viability of the low water content lens group (38%) is only 51.6%. The 32.0% difference between the two groups confirms the correlation between water content of lens and corneal viability. CONCLUSIONS: Vitamin B2, vitamin B12, asparagine, and taurine supplementation may help improve contact lens-induced damage.

Long-term treatment outcomes/toxicities of definite chemoradiotherapy (intensity-modulated radiation therapy) for early-stage "bulky" cervical cancer and survival impact of histological subtype.

BACKGROUND: To investigate the long-term treatment outcomes of early stage bulky cervical cancer treated with definite chemoradiotherapy (CCRT) using intensity-modulated radiotherapy (IMRT) followed by intracavity brachytherapy (ICRT) and the impact of histologic subtype on survival. METHODS: From 2004 to 2016, 126 patients with FIGO stage IB2-IIB bulky (≥4 cm) cervical cancer treated with CCRT followed by ICRT were retrospectively reviewed. Long-term treatment-related acute/late toxicities and treatment outcomes including overall survival (OS), locoregional recurrence-free survival (LRRFS), and distant metastasis-free survival (DMFS) were reported. Different histologic subtype between squamous cell carcinoma (SCC) and adenocarcinoma/adenosquamous carcinoma (AC/ASC)) of uterine cervix were also compared. RESULTS: Median follow-up time for alive patients was 117 months. The 5-year OS, LRRFS and DMFS were 75.3%, 87.8% and 75.6%, respectively. The most common ≥ grade 3 acute toxicity was hematologic toxicity (41.3%). The rates of ≥ grade 3 late toxicities were 4% of proctitis, 0.8% of urethral stricture and 0.8% of radiation dermatitis (peri-anal skin necrosis and gangrene). The 5-year OS/LRRFS/DMFS for SCC and AC/ASC were 81.7%/93.7%/81.5% and 51.9%/65.8%/53.5%, respectively (all log-rank p < 0.05). The AC/ASC histology was an independent prognostic factor for worse OS, LRRFS, and DMFS (All p < 0.05). CONCLUSION: After long-term follow up, definite CCRT using IMRT followed by ICRT is a feasible treatment with favorable acute and late treatment toxicities for patients with early stage bulky cervical cancer. This treatment outcomes were excellent for "bulky" FIGO stage IB2-IIB SCC of the uterine cervix but seemed insufficient for AC/ASC of uterine cervix.

Vision-Based Jigsaw Puzzle Solving with a Robotic Arm.

This study proposed two algorithms for reconstructing jigsaw puzzles by using a color compatibility feature. Two realistic application cases were examined: one involved using the original image, while the other did not. We also calculated the transformation matrix to obtain the real positions of each puzzle piece and transmitted the positional information to the robotic arm, which then put each puzzle piece in its correct position. The algorithms were tested on 35-piece and 70-piece puzzles, achieving an average success rate of 87.1%. Compared with the human visual system, the proposed methods demonstrated enhanced accuracy when handling more complex textural images.

Sertindole, an Antipsychotic Drug, Curbs the STAT3/BCL-xL Axis to Elicit Human Bladder Cancer Cell Apoptosis In Vitro.

Bladder cancer is the leading urinary tract malignancy. Epidemiological evidence has linked lower cancer incidence in schizophrenia patients to long-term medication, highlighting the anticancer potential of antipsychotics. Sertindole is an atypical antipsychotic agent with reported anticancer action on breast and gastric cancers. Yet, sertindole's effect on bladder cancer remains unaddressed. We herein present the first evidence of sertindole's antiproliferative effect and mechanisms of action on human bladder cancer cells. Sertindole was cytotoxic against bladder cancer cells while less cytotoxic to normal urothelial cells. Apoptosis was a primary cause of sertindole's cytotoxicity, as the pan-caspase inhibitor z-VAD-fmk rescued cells from sertindole-induced killing. Mechanistically, sertindole inhibited the activation of signal transducer and activator of transcription 3 (STAT3), an oncogenic driver of bladder cancer, as sertindole lowered the levels of tyrosine 705-phosphorylated STAT3 along with that of STAT3's target gene BCL-xL. Notably, ectopic expression of the dominant-active STAT3 mutant impaired sertindole-induced apoptosis in addition to restoring BCL-xL expression. Moreover, bladder cancer cells overexpressing BCL-xL were refractory to sertindole's proapoptotic action, arguing that sertindole represses STAT3 to downregulate BCL-xL, culminating in the induction of apoptosis. Overall, the current study indicated sertindole exerts bladder cancer cytotoxicity by provoking apoptosis through targeted inhibition of the antiapoptotic STAT3/BCL-xL signaling axis. These findings implicate the potential to repurpose sertindole as a therapeutic strategy for bladder cancer.

Acute Asymmetric Sensorimotor Variant of Chronic Inflammatory Demyelinating Polyneuropathy Triggered by mRNA-1273 COVID-19 Vaccination.

PURPOSE: Chronic inflammatory demyelinating polyradiculoneuropathy (CIDP) developing in the postvaccination period was distinctly unusual and its course was rarely well described. We aimed to clearly depict the clinical features of acute-onset multifocal acquired demyelinating sensory and motor neuropathy (MADSAM) caused by mRNA-1273 COVID-19 vaccination. CASE REPORT: A 74-year-old man noticed weakness of hands 2-3 days after he accepted the second dose of mRNA-1273 COVID-19 vaccine. He soon became unable to walk within one week. Initially, muscle power of bilateral hand grasping was most severely affected. He had stayed on at the nadir for 3.5 months until the diagnosis of CIDP was made. Nerve conduction studies showed typical evidences of acquired demyelinating, but no sural spare pattern. He was treated with intermittent pulse steroid therapy. Two weeks after treatment, INCAT disability score improved from 10 to 4, but remained at 4 thereafter: arm disability score was 3 and that of leg was 1, which suggested muscles of upper limbs were more severely affected. CONCLUSION: Diagnosis of acute-onset MADSAM was challenging at the beginning of this disease. For vaccine-triggered CIDP, time to symptom onset could be as short as 2-3 days. Delay in recognition may influence the remission of this disease. Muscles of upper limbs were more affected than those of lower limbs. Intermittent steroid pulse therapy would be an alternative to daily oral steroid therapy. Keyword: chronic inflammatory demyelinating polyradiculoneuropathy, COVID-19 vaccination.

The Clinical Course of New-Onset Ocular Myasthenia Gravis Caused by Pfizer-BioNTech COVID-19 Vaccine.

PURPOSE: Myasthenia gravis (MG) caused by COVID-19 vaccine had been reported, but the clinical course of new-onset ocular MG had never been described. We would like to document the clinical course of a patient with new-onset ocular MG which was caused by Pfizer-BioNTech COVID-19 vaccine. CASE REPORT: A 39-year-old woman noticed diplopia one week after she accepted the first dose of Pfizer- BioNTech COVID-19 vaccine. Diagnosis of ocular MG was made after investigation. Despite intravenous immunoglobulins, pyridostigmine and prednisolone therapy, she had no improvement until 10 days after treatment. She then rapidly improved, and almost fully recovered in the following 10 days. We had observed this patient for 8 months. After tapering off steroid, she remained stable to date, though she still suffered from transient diplopia on awakening. CONCLUSION: No matter the symptoms at onset, the clinical course or the response to steroid therapy was identical to ocular MG that we had ever known. Ocular MG caused by COVID-19 vaccine could probably be an iatrogenic life-long disease.

The relationships between stress, coping strategies, and quality of life among gynecologic cancer survivors.

Many studies have reported that gynecologic cancer diagnosis, surgery, adjuvant therapy, and survivorship can be extremely stressful for many people during their cancer journey, and most cancer survivors have experienced stress after cancer, which impacts their quality of life. Importantly, healthy stress management will assist patients in overcoming obstacles in their lives and enhance both the quality of life and the cancer adjustment process. This study aimed to investigate the relationships between stress, coping strategies, and quality of life among gynecologic cancer survivors and to assess the mediating effects of coping on the relationship between quality of life and stress. A series of regression models and Sobel test were conducted to investigate whether coping strategies mediated the relationship between stress and quality of life. Stress was a predictor of quality of life. Acceptance was the mediator between stress and quality of life. Tailored programs that foster coping strategies, such as the strategy of acceptance, to reduce stress and maintain quality of life in this vulnerable group need to be developed.

Interleukin-11/gp130 upregulates MMP-13 expression and cell migration in OSCC by activating PI3K/Akt and AP-1 signaling.

Oral squamous cell carcinoma (OSCC) is an extremely common head and neck cancer with a poor 5-year survival rate, especially in cases of metastatic disease. Interleukin (IL)-11 reportedly promotes cell growth and the epithelial-mesenchymal transition process in metastasis. However, the molecular mechanisms of IL-11 in OSCC metastasis are unclear. This study found that IL-11 upregulates matrix metalloproteinase 13 (MMP-13) expression in OSCC via the IL-11 receptor alpha subunit/glycoprotein 130 receptors that activate phosphatidyl-inositol 3-kinase, Ak strain transforming, and activator protein 1 signaling, which subsequently enhance MMP-13-induced tumor metastasis. TIMER2.0 analysis revealed a positive correlation between MMP-13 and IL-11 levels (r = 0.454). Moreover, a strong positive association was observed between higher levels of IL-11 expression in OSCC tissue (p < 0.01), lymph node metastasis (p = 0.0154), and clinical disease stage (p = 0.0337). IL-11 knockdown suppressed the migration of OSCC cells (p < 0.05). The evidence indicates that IL-11 can serve as a new molecular therapeutic target in OSCC metastasis.

Improving Thermal and Photostability of Polymer Solar Cells by Robust Interface Engineering.

As the power conversion efficiency (PCE) of organic photovoltaics (OPVs) approaches 19%, increasing research attention is being paid to enhancing the device's long-term stability. In this study, a robust interface engineering of graphene oxide nanosheets (GNS) is expounded on improving the thermal and photostability of non-fullerene bulk-heterojunction (NFA BHJ) OPVs to a practical level. Three distinct GNSs (GNS, N-doped GNS (N-GNS), and N,S-doped GNS (NS-GNS)) synthesized through a pyrolysis method are applied as the ZnO modifier in inverted OPVs. The results reveal that the GNS modification introduces passivation and dipole effects to enable better energy-level alignment and to facilitate charge transfer across the ZnO/BHJ interface. Besides, it optimizes the BHJ morphology of the photoactive layer, and the N,S doping of GNS further enhances the interaction with the photoactive components to enable a more idea BHJ morphology. Consequently, the NS-GNS device delivers enhanced performance from 14.5% (control device) to 16.5%. Moreover, the thermally/chemically stable GNS is shown to stabilize the morphology of the ZnO electron transport layer (ETL) and to endow the BHJ morphology of the photoactive layer grown atop with a more stable thermodynamic property. This largely reduces the microstructure changes and the associated charge recombination in the BHJ layer under constant thermal/light stresses. Finally, the NS-GNS device is demonstrated to exhibit an impressive T80 lifetime (time at which PCE of the device decays to 80% of the initial PCE) of 2712 h under a constant thermal condition at 65 °C in a glovebox and an outstanding photostability with a T80 lifetime of 2000 h under constant AM1.5G 1-sun illumination in an N2 -controlled environment.

Risk of NSAID-associated anastomosis leakage after colorectal surgery: a large-scale retrospective study using propensity score matching.

PURPOSE: NSAIDs are commonly used as opioid-sparing analgesics in colorectal surgery. Many efforts are made to elucidate the risk of NSAID-associated anastomotic leakage after colorectal surgery. However, these results still remain controversial. In this study, we applied large-scale retrospective analysis using propensity score matching to fully clarify the association between risk of anastomotic leakage and use of NSAID after colorectal surgery. METHODS: All colorectal cancer patients receiving operation during February 2008 to August 2018 in our multi-institution medical organization research database were enrolled. It is worthy to mention that only patients requiring re-operation within 21 days after colorectal surgery due to anastomotic leakage were counted as anastomosis leakage. Furthermore, a propensity score TriMatch analysis was performed to prevent from interference of confounding factors. RESULTS: A total of 10,584 patients were included in this study and divided into three groups, no NSAIDs group, non-selective NSAIDs group, and selective COX-2 inhibitors group, respectively. Before tri-matching analysis, significant differences in anastomotic leakage rate were observed. After propensity score matching analysis, the ratio of anastomotic leakage requiring re-operation occurred in 2.0%, 3.6%, and 2.0% in no NSAIDs, non-selective NSAIDs, and selective COX-2 inhibitors group, respectively. No significant difference was observed in these three groups. CONCLUSION: These results suggest that NSAIDs are not associated with incidence of anastomosis leakage following colorectal surgery. To our knowledge, it is the first study demonstrating that NSAIDs is not associated with incidence of anastomosis leakage following colorectal surgery using propensity score matching at a larger-scale retrospective study.

A hybrid coarse-grained model for structure, solvation and assembly of lipid-like peptides.

Reconstituted photosynthetic proteins which are activated upon exposure to solar energy hold enormous potential for powering future solid state devices and solar cells. The functionality and integration of these proteins into such devices has been successfully enabled by lipid-like peptides. Yet, a fundamental understanding of the organization of these peptides with respect to the photosynthetic proteins and themselves remains unknown and is critical for guiding the design of such light-activated devices. This study investigates the relative organization of one such peptide sequence V6K2 (V: valine and K: lysine) within assemblies. Given the expansive spatiotemporal scales associated with this study, a hybrid coarse-grained (CG) model which captures the structure, conformation and aggregation of the peptide is adopted. The CG model uses a combination of iterative Boltzmann inversion and force matching to provide insight into the relative organization of V6K2 in assemblies. The CG model reproduces the structure of a V6K2 peptide sequence along with its all atom (AA) solvation structure. The relative organization of multiple peptides in an assembly, as captured by CG simulations, is in agreement with corresponding results from AA simulations. Also, a backmapping procedure reintroduces the AA details of the peptides within the aggregates captured by the CG model to demonstrate the relative organization of the peptides. Furthermore, a large number of peptides self-assemble into an elongated micelle in the CG simulation, which is consistent with experimental findings. The coarse-graining procedure is tested for transferability to longer peptide sequences, and hence can be extended to other amphiphilic peptide sequences.

A full-face mask for protection against respiratory infections.

BACKGROUND: Aerosols and droplets are the transmission routes of many respiratory infectious diseases. The COVID-19 management guidance recommends against the use of nebulized inhalation therapy directly in the emergency room or in an ambulance to prevent possible viral transmission. The three-dimensional printing method was used to develop an aerosol inhalation treatment mask that can potentially prevent aerosol dispersion. We conducted this utility validation study to understand the practicability of this new nebulizer mask system. RESULTS: The fit test confirmed that the filter can efficiently remove small particles. The different locations of the mask had an excellent fit with a high pressure making a proper face seal usability. The full-face mask appeared to optimize filtration with pressure and is an example of materials that perform well for improvised respiratory protection using this design. The filtering effect test confirmed that the contamination of designated locations could be protected when using the mask with filters. As in the clinical safety test, a total of 18 participants (10 [55.6%] females; aged 33.1 ± 0.6 years) were included in the final analysis. There were no significant changes in SPO2, EtCO2, HR, SBP, DBP, and RR at the beginning, 20th, 40th, or 60th minutes of the test (all p >.05). The discomfort of wearing a mask increased slightly after time but remained within the tolerable range. The vision clarity score did not significantly change during the test. The mask also passed the breathability test. CONCLUSION: The results of our study showed that this mask performed adequately in the fit test, the filtering test, and the clinical safety test. The application of a full-face mask with antiviral properties, together with the newly designed shape of a respirator that respects the natural curves of a human face, will facilitate the production of personal protective equipment with a highly efficient filtration system. METHODS: We conducted three independent tests in this validation study: (1) a fit test to calculate the particle number concentration and its association with potential leakage; (2) a filtering effect test to verify the mask's ability to contain aerosol spread; and (3) a clinical safety test to examine the clinical safety, comfortableness, and visual clarity of the mask.

Automatic ovarian tumors recognition system based on ensemble convolutional neural network with ultrasound imaging.

BACKGROUND: Upon the discovery of ovarian cysts, obstetricians, gynecologists, and ultrasound examiners must address the common clinical challenge of distinguishing between benign and malignant ovarian tumors. Numerous types of ovarian tumors exist, many of which exhibit similar characteristics that increase the ambiguity in clinical diagnosis. Using deep learning technology, we aimed to develop a method that rapidly and accurately assists the different diagnosis of ovarian tumors in ultrasound images. METHODS: Based on deep learning method, we used ten well-known convolutional neural network models (e.g., Alexnet, GoogleNet, and ResNet) for training of transfer learning. To ensure method stability and robustness, we repeated the random sampling of the training and validation data ten times. The mean of the ten test results was set as the final assessment data. After the training process was completed, the three models with the highest ratio of calculation accuracy to time required for classification were used for ensemble learning pertaining. Finally, the interpretation results of the ensemble classifier were used as the final results. We also applied ensemble gradient-weighted class activation mapping (Grad-CAM) technology to visualize the decision-making results of the models. RESULTS: The highest mean accuracy, mean sensitivity, and mean specificity of ten single CNN models were 90.51 ± 4.36%, 89.77 ± 4.16%, and 92.00 ± 5.95%, respectively. The mean accuracy, mean sensitivity, and mean specificity of the ensemble classifier method were 92.15 ± 2.84%, 91.37 ± 3.60%, and 92.92 ± 4.00%, respectively. The performance of the ensemble classifier is better than that of a single classifier in three evaluation metrics. Moreover, the standard deviation is also better which means the ensemble classifier is more stable and robust. CONCLUSION: From the comprehensive perspective of data quantity, data diversity, robustness of validation strategy, and overall accuracy, the proposed method outperformed the methods used in previous studies. In future studies, we will continue to increase the number of authenticated images and apply our proposed method in clinical settings to increase its robustness and reliability.

Adequacy of care during interfacility transfer in Taiwan: A pilot study.

BACKGROUND/PURPOSE: Interfacility transfer (IFT) in Asian communities is seldom discussed. We aimed to describe the characteristics of IFT in Taiwan and to explore the adequacy of care during transfer. METHODS: A retrospective, cross-sectional, descriptive study was conducted using standardized, paper-based interfacility ambulance transfer records between 1 January 2018 and 31 January 2018 from Tainan City, Taiwan. The mode of patient care needed was classified as advanced life support (ALS) or basic life support (BLS) cares based on clinical conditions. ALS providers were defined as physicians and EMT-Paramedics, while BLS providers were defined as nurse practitioners, nurses, EMT-1s and EMT-2s. RESULTS: Of the 377 (227 [60.2%] were >65 years old; 219 [58.1%] were male) IFTs enrolled in the final analysis, 210 (55.7%) patients met the ALS transfer criteria, with poor consciousness (n = 158), tachypnea (n = 17), tachycardia (n = 5), bradycardia (n = 7), hypertension (n = 12), hypotension (n = 13), hypoxia (n = 4), endotracheal intubation (n = 18), a tracheostomy (n = 25), a precipitous labor (n = 1), and after resuscitation for out-of-hospital cardiac arrest (n = 10) or in-hospital cardiac arrest (n = 3). None of the patients who required ALS care had adequate ambulance staffing. Of the 167 BLS IFTs, 9 (5.4%) patients deteriorated and required ALS care during transportation, which included worsened consciousness (n = 2), tachycardia (n = 1), hypertension (n = 2), hypotension (n = 1), and hypoxia (n = 3). The rates of deterioration during BLS-transferals from the emergency departments, general wards, nursing facilities, and unknown areas were 4.8%, 4.7%, 7.7%, and 7.1%, respectively (p = 0.93). CONCLUSION: The patient care during IFT in Taiwan is inadequate currently and should warrant attention.

Sonar Dome Geometry Design Using CFD to Reduce Ship Resistance at Cruise Speed.

The objective of this study is to design the hull-mounted sonar dome of a ship. The goal is to reduce the ship total resistance and improve the flow field around the sonar dome for the ship design speed. OpenFOAM 6 was applied to analyze the viscous flow around the ship bow and then optimize the sonar dome geometry. The length, width and depth of the original geometry were maintained. Only the local geometry was fine-tuned considering the back slope and front tip by using Rhinoceros 6. The verification and validation was performed for the original hull form against towing tank resistance data. The grid independence was checked for the optimal design in different design stages. To ensure less influence on the interior equipment installation and to be able to re-use the non-steel dome part, the best resistance reduction is almost 2%. With a larger allowance of shape deformation, the maximal reduction could reach slightly higher than 3%. The flow field is improved for smaller flow separation and vortex, and less fluid nose in sonar detection is expected. The main reason of the resistance reduction is the decrease of the pressure component. In conclusion, a sonar dome design procedure is proposed, and an optimal geometry is suggested.

Predictive performances of ALS and BLS termination of resuscitation rules in out-of-hospital cardiac arrest for different resuscitation protocols.

BACKGROUND: Resuscitation guidance has advanced; however, the predictive performance of the termination of resuscitation (TOR) rule has not been validated for different resuscitation protocols published by the American Heart Association (AHA). METHODS: A retrospective study validating the basic life support (BLS) and advanced life support (ALS) TOR rules was conducted using an Utstein-style database in Tainan city, Taiwan. Adult patients with nontraumatic out-of-hospital cardiac arrests from January 1, 2015, to December 31, 2015, (using the AHA 2010 resuscitation protocol) and from January 1, 2020, to December 31, 2020, (using the AHA 2015 resuscitation protocol) were included. The characteristics of rule performance were calculated, including sensitivity, specificity, positive predictive value (PPV) and negative predictive value. RESULTS: Among 1260 eligible OHCA patients in 2015, 757 met the BLS TOR rule and 124 met the ALS TOR rule. The specificity and PPV for predicting unfavorable neurological outcomes were 61.1% and 99.0%, respectively, for the BLS TOR rule and 93.8% and 99.2%, respectively, for the ALS TOR rule. A total of 970 OHCA patients were enrolled in 2020, of whom 438 met the BLS TOR rule and 104 met the ALS TOR rule. The specificity and PPV for predicting unfavorable neurological outcomes were 85.7% and 100%, respectively, for the BLS TOR rule and 99.5% and 100%, respectively, for the ALS TOR rule. CONCLUSIONS: Both the BLS and ALS TOR rules performed better when using the 2015 AHA resuscitation protocols compared to the 2010 protocols, with increased PPVs and decreased false-positive rates in predicting survival to discharge and good neurological outcomes at discharge. The BLS and ALS TOR rules can perform differently while the resuscitation protocols are updated. As the concepts and practices of resuscitation progress, the BLS and ALS TOR rules should be evaluated and validated accordingly.