Bayesian deep learning applied to diabetic retinopathy with uncertainty quantification.

Deep Learning (DL) has significantly contributed to the field of medical imaging in recent years, leading to advancements in disease diagnosis and treatment. In the case of Diabetic Retinopathy (DR), DL models have shown high efficacy in tasks such as classification, segmentation, detection, and prediction. However, DL model's opacity and complexity lead to errors in decision-making, particularly in complex cases, making it necessary to estimate the model's uncertainty in predictions.

Unveiling hotspots of emerging research in the miRNA-related mechanism underlying cancer through comprehensive bibliometric analysis with implications for precision medicine and non-invasive diagnostics.

Background And Objective: MicroRNAs (miRNAs) are implicated in cancer by exerting roles in tumor growth, metastasis, and even drug resistance. The general trends of miRNA research in diverse cancers are not fully understood. In this work, miRNA-related research in colorectal cancer, prostate cancer, leukemia, and brain tumors was analyzed in search of key research trends with clinical potential.

Gut microbiota, metabolites, and cytokines in relation to the risk of prostate cancer in the Asian population.

Purpose: Studies have shown that gut microbiota is involved in the tumorigenesis and development of prostate cancer. We aimed to perform a comprehensive analysis of causal associations of gut microbiota, metabolites, and cytokines with prostate cancer in the Asian population.

Patients And Methods: Genome-wide association study (GWAS) summary datasets were collected from the public databases.

Different surgical methods of hysterectomy for the management of endometrial cancer: a systematic review and network meta-analysis.

Background: Emerging surgical methods are utilized to treat endometrial cancer. The study aimed to assess the efficacy and safety of four common surgical methods of hysterectomy.

Methods: We systematically searched the PubMed, Cochrane Library databases, Medline, EMBASE and Web of Science from their inception until April 30, 2024.

Case report: A rare case of chondrosarcoma-like malignant giant cell tumor in adolescent rib: diagnostic challenges and treatment.

Chondrosarcoma-like malignant giant cell tumor (GCT) of the rib is an extremely rare and aggressive tumor, particularly in adolescents. This case report describes a 19-year-old female presenting with a GCT of the rib with chondrosarcomatous differentiation, highlighting the challenges posed by its unusual location and pathological complexity. Multidisciplinary diagnostic approaches, including advanced imaging, immunohistochemistry (IHC), and pathology, were essential for confirming the diagnosis.

MRI-based intratumoral and peritumoral radiomics for assessing deep myometrial invasion in patients with early-stage endometrioid adenocarcinoma.

Purpose: To evaluate the effectiveness of magnetic resonance imaging (MRI)-based intratumoral and peritumoral radiomics models for predicting deep myometrial invasion (DMI) of early-stage endometrioid adenocarcinoma (EAC).

Methods: The data of 459 EAC patients from three centers were retrospectively collected. Radiomics features were extracted separately from the intratumoral and peritumoral regions expanded by 0 mm, 5 mm, and 10 mm on unimodal and multimodal MRI.

Mental Health and Wellness Among Plastic Surgeons During Oral Board Certification Examination Preparation.

Background: The field of plastic and reconstructive surgery has recently made a dramatic shift toward attention to mental health, with residency curricula expanding to include training on burnout prevention and the promotion of well-being. After graduation, however, new surgeons face a difficult year of preparation for the oral board certification examination. This group of young surgeons remains largely unstudied and undersupported throughout what may be the most challenging period of their educational journey.

Plastic Surgeon Well-being, Mindfulness, and the Art of Letting Go.

As plastic surgeons, we strive to achieve the best possible outcomes for our patients. However, despite being a good surgeon with a sound plan that was thoughtfully crafted and well executed, complications still happen. As a result, surgeons involved in the care of patients who have complications can experience mental and emotional suffering, including feelings of guilt, sadness, anxiety, and stress.

Introduction to the Wellness Mini-series. Burnout, Disengagement, and Other Psychological Quagmires: It's Not All in Your Head.

Surgery is a state of mind. The brain controls the hands. As a result, "technical skills" are more mental than technical.

The Intersection of a Life Partner and Professional Wellness for the Plastic Surgeon.

Our literature review describes the complicated intersection of the physician/surgeon's professional practice and their spouse/domestic partner, acknowledging that the existing literature specific to plastic surgeons is limited. Nevertheless, the broader research of physicians and other surgical fields identifies many risk factors for work-home conflicts, which can negatively impact the surgeon and the spouse. Furthermore, certain studied groups have other unique challenges and considerations, such as women surgeons, residents, and dual-physician couples.

Career Planning and Maintaining Well-being in Academic Plastic Surgery.

Success in academic plastic surgery is based on the traditional pillars of promotion: clinical excellence, teaching, research, leadership, and service to the university and community. The time commitment and workload for career advancement are highly demanding and, therefore, well-being is essential to avoid burnout. A congruent healthy work environment that meets institutional goals and surgeons' objectives can be established through inclusive, transparent, strategic, and operational planning.

The Startle Response and Prepulse Inhibition in Psychosis and Violence: A Combined Electromyography and Electroencephalography Study.

There is a pressing need for biomarkers of violent behavior risk in psychosis. Previous research indicates that electrophysiological measures of automatic defensive reactions may have potential. The purpose of this study was to investigate associations between violent behavior in individuals with and without psychosis and electromyography (EMG) and electroencephalography (EEG) responses to startling auditory stimuli.

Recent 5‑year trends in biliary tract cancer survival rates: An analytical big data survey.

Biliary tract cancer (BTC), also known as cholangiocarcinoma, is a relatively rare type of cancer with a poor prognosis. Despite the combination of chemotherapy and advances in targeted therapy, which have potentially improved the prognosis of patients with BTC, research on outcomes remains inadequate. The present study thus analyzed the survival trends of patients with BTC.

Application of the 2021 AAPOS Guidelines in Clinics with Revision and Validation of SPOT Referral Criteria.

Purpose: This study aims to validate and revise the Spot Vision Screener referral criteria for detecting amblyopia risk factors (ARFs), visually significant refractive error (VSRE), and amblyopia.

Methods: In clinics, we gathered data from children aged 12 months to 7 years. The validity of the cut-off values was assessed using receiver operating characteristic (ROC) curves, with cycloplegic retinoscopy serving as a reference.

A free association semantic task for fNIRS-based perinatal depression assessment.

Perinatal depression (PD) is a highly prevalent psychological disorder that has a detrimental effect on infant and maternal physical and mental health, but effective and objective assessment of PD is still insufficient. In recent years, the functional near-infrared spectroscopy (fNIRS) has been acknowledged as an effective non-invasive tool for clinical assessment of depression. This study proposed a free association semantic task (FAST) paradigm for fNIRS-based assessment of PD.

Oral behaviors in Chinese temporomandibular disorder patients: insights from exploratory and confirmatory factor analyses.

Aim: This study aimed to evaluate the factor structure of the Oral Behaviors Checklist (OBC) in Chinese temporomandibular disorder (TMDs) patients and compare the outcomes with those of Western patients. Additionally, it examined the correlations between different OBC subscale scoring methods.

Methods: A total of 869 patients completed a survey that included demographic information, the Symptom Questionnaire, and OBC.

The global research of magnetic resonance imaging in Alzheimer's disease: a bibliometric analysis from 2004 to 2023.

Background: Alzheimer's disease (AD) is a common neurodegenerative disorder worldwide and the using of magnetic resonance imaging (MRI) in the management of AD is increasing. The present study aims to summarize MRI in AD researches via bibliometric analysis and predict future research hotspots.

Methods: We searched for records related to MRI studies in AD patients from 2004 to 2023 in the Web of Science Core Collection (WoSCC) database.

Effect of acupuncture on the gait disturbance and hemodynamic changes in the prefrontal cortex: a study protocol for a randomized controlled trial.

Background: Alzheimer's disease (AD) is characterized by cognitive impairment and behavioral impairment. The gait of AD patients is attracting the increasing attention. The aim of this randomized controlled trial (RCT) is to explore the effect of acupuncture on the cognitive function, gait performance, and hemodynamic changes in the prefrontal cortices.

Determinants of epilepsy among outpatients in public health institutions of Dawo district, South West Shoa Zone, Oromia, Ethiopia, 2023: an institutional-based unmatched case-control study.

Background: Globally, in ~50% of epilepsy cases, the underlying cause remains unknown, despite the fact that various disease pathways may contribute to the condition. Nearly 80% of people with epilepsy live in low- and middle-income countries and the risk of premature death in people with epilepsy is up to three times higher than that for the general population. Identifying the determinants of epilepsy is important for applying evidence-based interventions to achieve a better outcome.

Effect of central sensitization on postoperative cognitive dysfunction in total knee arthroplasty patients: a retrospective study.

Background: Postoperative cognitive dysfunction (POCD) is a common complication after total knee arthroplasty (TKA), impacting recovery and quality of life. This study aims to investigate central sensitization (CS) as an independent risk factor for POCD to improve preoperative screening and postoperative interventions.

Methods: A retrospective analysis was conducted on 142 TKA patients from January 2020 to May 2024 across three hospitals.

An analysis of knowledge, attitudes, practice and influencing factors for tuberculosis prevention and control among Hainan University students.

Objective: To assess the current status of knowledge, attitude, and practice pertaining to tuberculosis prevention among college students in Hainan Province, China, and to identify influential factors. The findings of this study are intended to provide valuable insights for the development and implementation of effective health education programs aimed at tuberculosis prevention and control.

Methods: A convenient sampling method was employed to conduct a questionnaire-based survey among college students at a university in Hainan Province using the Wenjuanxing platform from January to February 2023.

A novel small RNA regulates Locus of Enterocyte Effacement and site-specific colonization of enterohemorrhagic O157:H7 in gut.

Enterohemorrhagic (EHEC) is a contagious foodborne pathogen that specifically colonizes the human large intestine, which is regulated by different environmental stimuli within the gut. Transcriptional regulation of EHEC virulence and infection has been extensively studied, while the posttranscriptional regulation of these processes by small RNAs (sRNAs) remains not fully understood. Here we present a virulence-regulating pathway in EHEC O157:H7, in which the sRNA EvrS binds to and destabilizes the mRNA of Z2269, a novel transcriptional regulator.

Quality of undifferentiated chest pain evaluation and diagnosis guidelines: a systematic review and critical appraisal.

Chest pain is a symptom that is potentially life-threatening and requires quick and accurate evaluations. This article describes the quality of guidelines related to the evaluation and diagnosis of acute, undifferentiated chest pain. After systematically evaluating existing guidelines, we found that there exists a wide variety of quality in these documents.