Computed tomography-based radiomics diagnostic approach for differential diagnosis between early- and late-stage pancreatic ductal adenocarcinoma.

BACKGROUND: One of the primary reasons for the dismal survival rates in pancreatic ductal adenocarcinoma (PDAC) is that most patients are usually diagnosed at late stages. There is an urgent unmet clinical need to identify and develop diagnostic methods that could precisely detect PDAC at its earliest stages. AIM: To evaluate the potential value of radiomics analysis in the differentiation of early-stage PDAC from late-stage PDAC. METHODS: A total of 71 patients with pathologically proved PDAC based on surgical resection who underwent contrast-enhanced computed tomography (CT) within 30 d prior to surgery were included in the study. Tumor staging was performed in accordance with the 8th edition of the American Joint Committee on Cancer staging system. Radiomics features were extracted from the region of interest (ROI) for each patient using Analysis Kit software. The most important and predictive radiomics features were selected using Mann-Whitney U test, univariate logistic regression analysis, and minimum redundancy maximum relevance (MRMR) method. Random forest (RF) method was used to construct the radiomics model, and 10-times leave group out cross-validation (LGOCV) method was used to validate the robustness and reproducibility of the model. RESULTS: A total of 792 radiomics features (396 from late arterial phase and 396 from portal venous phase) were extracted from the ROI for each patient using Analysis Kit software. Nine most important and predictive features were selected using Mann-Whitney U test, univariate logistic regression analysis, and MRMR method. RF method was used to construct the radiomics model with the nine most predictive radiomics features, which showed a high discriminative ability with 97.7% accuracy, 97.6% sensitivity, 97.8% specificity, 98.4% positive predictive value, and 96.8% negative predictive value. The radiomics model was proved to be robust and reproducible using 10-times LGOCV method with an average area under the curve of 0.75 by the average performance of the 10 newly built models. CONCLUSION: The radiomics model based on CT could serve as a promising non-invasive method in differential diagnosis between early and late stage PDAC.

Application of power-law committee machine to combine five machine learning algorithms for enhanced oil recovery screening.

One of the main challenges in screening of enhanced oil recovery (EOR) techniques is the class imbalance problem, where the number of different EOR techniques is not equal. This problem hinders the generalization of the data-driven methods used to predict suitable EOR techniques for candidate reservoirs. The main purpose of this paper is to propose a novel approach to overcome the above challenge by taking advantage of the Power-Law Committee Machine (PLCM) technique optimized by Particle Swam Optimization (PSO) to combine the output of five cutting-edge machine learning methods with different types of learning algorithms. The PLCM method has not been used in previous studies for EOR screening. The machine learning models include the Artificial Neural Network (ANN), CatBoost, Random Forest (RF), K-Nearest Neighbors (KNN), and Support Vector Machine (SVM). The CatBoost is used for the first time in this work for screening of EOR methods. The role of the PSO is to find the optimal values for the coefficients and exponents of the power-law model. In this study, a bigger dataset than those in previous studies, including 2563 successful worldwide EOR experiences, was gathered. A bigger dataset improves the generalization of the data-driven methods and prevents overfitting. The hyperparameters of the individual machine-learning models were tuned using the fivefold cross-validation technique. The results showed that all the individual methods could predict the suitable EOR method for unseen cases with an average score of 0.868. Among the machine learning models, the KNN and SVM had the highest scores with a value of 0.894 and 0.892, respectively. Nonetheless, after combining the output of the models using the PLCM method, the score of the predictions improved to 0.963, which was a substantial increase. Finally, a feature importance analysis was conducted to find out the most influential parameters on the output. The novelty of this work is having shown the ability of the PLCM technique to construct an accurate model to overcome the class-imbalance issue in EOR screening by utilizing different types of data-driven models. According to feature importance analysis, oil gravity and formation porosity were recognized as the most influential parameters on EOR screening.

The Ottawa Statement implementation guidance document for cluster randomized trials in the hemodialysis setting.

Research teams are increasingly interested in using cluster randomized trial (CRT) designs to generate practice-guiding evidence for in-center maintenance hemodialysis. However, CRTs raise complex ethical issues. The Ottawa Statement on the Ethical Design and Conduct of Cluster Randomized Trials, published in 2012, provides 15 recommendations to address ethical issues arising within 7 domains: justifying the CRT design, research ethics committee review, identifying research participants, obtaining informed consent, gatekeepers, assessing benefits and harms, and protecting vulnerable participants. But applying the Ottawa Statement recommendations to CRTs in the hemodialysis setting is complicated by the unique features of the setting and population. Here, with the help of content experts and patient partners, we co-developed this implementation guidance document to provide research teams, research ethics committees, and other stakeholders with detailed guidance on how to apply the Ottawa Statement recommendations to CRTs in the hemodialysis setting, the result of a 4-year research project. Thus, our work demonstrates how the voices of patients, caregivers, and all stakeholders may be included in the development of research ethics guidance.

Government Initiatives for Research Ethics During COVID-19 Pandemic in Korea.

BACKGROUND: Despite the growing necessity for government-led policy changes on clinical research ethics during pandemic, the scope of previous literature is limited to Korean government's pandemic response strategies or reflections of research ethics at the level of institutions and academic societies. This paper examines the proactive policy changes and responses by the South Korean government in addressing the challenges and issues of research ethics against the backdrop of the urgency of rapid development and emergency supply of medical products during the coronavirus disease 2019 (COVID-19) pandemic. METHODS: We conducted searches of various government documents, using predetermined keywords related to research ethics and integrity during the COVID-19 pandemic. Only documents issued by governments or public institutions were included. A total of 24 documents were selected for analysis. They were divided into two phases: the first phase for urgent response (January 2020-February 2021) and the second phase (March 2021-February 2023) for long-term preparedness. RESULTS: The Korean government recommended several measures of research governance to accelerate the ethical review of COVID-related research to be shortened less than one week: the joint operation of Institutional Review Boards (IRBs), exempted or expedited review by a special review committee, guidelines for urgent reviews, and designation of the Korean Academy of Medical Sciences as the supervising agency for the Clinical Trial Safety Support Institution as well as the Central IRB. It allowed temporary non-face-to-face methods for informed consent process (telephone explanations and a photo of the original signed consent) and clinical trials (telephone counselling and prescription, proxy prescription, and drug delivery and supply to clinical trial participants, and online ethics training). CONCLUSION: As a result of South Korea's commitment to ethical principles in their pandemic response, the medical system did not experience collapses due to the pandemic, and pandemic research was conducted with careful ethical considerations. The pandemic ethics immunization during the Middle East respiratory syndrome epidemic in 2015 laid the foundation for prompt government initiatives that ensured both pandemic research ethics and pandemic response ethics.

Enhancing Research Integrity and Publication Ethics: An Analysis of the Latest International Committee of Medical Journal Editors Recommendations.

In the ever-evolving landscape of biomedical research and publishing, the International Committee of Medical Journal Editors recommendations serve as a critical framework for maintaining ethical standards. By providing a framework that adapts to technological advancements, the International Committee of Medical Journal Editors recommendations actively shape responsible and transparent practices, ensuring the integrity of scientific inquiry and fostering global collaboration in the ever-evolving landscape of medical publishing. This editorial delves into key aspects of the latest changes in the International Committee of Medical Journal Editors recommendations, focusing on authorship, conflict of interest disclosure, data sharing and reproducibility, medical publishing and carbon emissions, the use of artificial intelligence, and the challenges posed by predatory journals within the realm of open access. It emphasizes the importance of new recommendations, which represent a beacon of ethical guidance in the ever-evolving domain of biomedical research and publishing.

The COVID-19 Vaccine Safety Research Center: a cornerstone for strengthening safety evidence for COVID-19 vaccination in the Republic of Korea.

The COVID-19 Vaccine Safety Research Committee (CoVaSC) was established in November 2021 to address the growing need for independent, in-depth scientific evidence on adverse events (AEs) following coronavirus disease 2019 (COVID-19) vaccination. This initiative was requested by the Korea Disease Control and Prevention Agency and led by the National Academy of Medicine of Korea. In September 2022, the COVID-19 Vaccine Safety Research Center was established, strengthening CoVaSC's initiatives. The center has conducted various studies on the safety of COVID-19 vaccines. During CoVaSC's second research year, from September 29, 2022 to July 19, 2023, the center was restructured into 4 departments: Epidemiological Research, Clinical Research, Communication & Education, and International Cooperation & Policy Research. Its main activities include (1) managing CoVaSC and the COVID-19 Vaccine Safety Research Center, (2) surveying domestic and international trends in AE causality investigation, (3) assessing AEs following COVID-19 vaccination, (4) fostering international collaboration and policy research, and (5) organizing regular fora and training sessions for the public and clinicians. Causality assessments have been conducted for 27 diseases, and independent research has been conducted after organizing ad hoc committees comprising both epidemiologists and clinical experts on each AE of interest. The research process included protocol development, data analysis, interpretation of results, and causality assessment. These research outcomes have been shared transparently with the public and healthcare experts through various fora. The COVID-19 Vaccine Safety Research Center plans to continue strengthening and expanding its research activities to provide reliable, high-quality safety information to the public.

Assessing the Variability in Interpretation of the Catholic Directives Pertaining to Reproductive Health Services: An Exploratory Qualitative Study of Two Hospitals on the American East Coast.

The ethics in Catholic hospitals are guided by the Ethical and Religious Directives for Catholic Health Care Services, which provide direction on many topics, including family planning. Previous research has demonstrated there is variability in the availability of prohibited family planning services at Catholic hospitals. This study aims to research a potential source of variability in interpretation and application of the directives through interviewing ethics committee members. Participants were recruited from two different hospitals on the east coast with a total sample size of eight. Ethics committee members were asked questions regarding their personal approach to ethics, their hospital's approach to ethics, and the permissibility of specific family planning methods at their hospital. Most ethics committee members stated that the Catholic faith and/or directives were important in their hospitals' approach to ethics. Most participants stated that they had instances in which their personal approach to ethics conflicted with their hospital's approach, citing women's health and end-of-life care as common causes of conflict. All but one ethics committee member stated that hormonal contraception was forbidden under the directives; however, many members stated that this was either a gray area or permissible under certain circumstances. Reproductive health issues rarely came before the ethics committee at either site with one participant referring to them as "black and white issues." This research suggests that ethics committee members did not see the directives governing family planning services to be ambiguous. However, given the low frequency in which these issues come to the attention of the ethics committee, it is difficult to determine whether the opinions expressed by our participants contribute to the variability between Catholic hospitals when it comes to reproductive healthcare provision. An interesting topic for future research would be interviewing executives at Catholic hospitals to determine where this variability arises.

Characteristics of the most severely ill and injured patients in a Norwegian helicopter emergency medical service: a retrospective cohort study.

BACKGROUND: Physician-staffed helicopter emergency medical services (HEMS) are dispatched to a variety of incidents, ranging from less serious to life-threatening. The skillset of a physician may be important to provide appropriate care for the most critically ill and severely injured patients. A better understanding of these patients may therefore be important to optimize dispatch criteria, training, and equipment setups for HEMS units. The aim of this study was to describe the characteristics of patients with the national advisory committee on aeronautics (NACA) score 5 and 6, primarily by diagnostic group and interventions performed. METHODS: Retrospective cohort study on aggregated data from the HEMS-base in Trondheim, Norway. All patients with NACA score 5 and 6 in the 10-year period from 2013 to 2022 were included. Patients with return of spontaneous circulation (ROSC) after successful cardiopulmonary resuscitation were described separately from non-cardiac arrest patients. RESULTS: Out of 9546 patient encounters, 2598 patients were included, with 1640 in the NACA 5 and 958 in NACA 6 group. Patient age was median 63 (interquartile range 45-74) and 64% of the patients were male. Post-ROSC patients accounted for 24% of patients. Of the non-cardiac arrest patients, the most frequent aetiology was trauma (16%), cardiac (15%), neurologic (14%) and respiratory (11%). The most common physician-requiring advanced interventions were general anaesthesia (22%), intubation (21%), invasive blood pressure monitoring (21%) and ventilator treatment (18%). The mean number of advanced interventions per mission were consistent during the study period (1,78, SD 0,25). CONCLUSION: Twenty-seven percent of all HEMS dispatches were to NACA 5 and 6 patients. Twenty-four percent of these were post-ROSC patients. Sixty-three percent of all patients received at least one advanced physician-requiring intervention and the average number of interventions were consistent during the last 10 years. Hence, the competence a physician-staffed HEMS resource provide is utilized in a high number of critically ill and injured patients.

Addressing misinformation about the Dietary Guidelines for Americans.

The Dietary Guidelines for Americans (DGA) provides science-based advice on dietary intake to promote health, reduce risk of chronic disease, and meet nutrient needs. It is jointly published by the United States Departments of Health and Human Services and Agriculture (USDA) every 5 y. As chronic diseases continue to rise to pervasive levels, helping the United States population follow the DGA is especially important for improving the health of our nation. The DGA is developed using a rigorous and transparent scientific process, and with the advice of an independent, external committee of leading scientists. Career federal nutrition scientists who manage the process ensure that the methods used to develop the DGA remain state of the art. Unfortunately, misinformation about the scientific basis, transparency, and relevance of the DGA for the United States population threatens its credibility. The main objective of this article is to correct this misinformation with factual information about the process used to develop the DGA. The DGA provides guidelines for the general public, and its primary audience includes policymakers and nutrition and health professionals who help individuals and families consume a healthy dietary pattern. Providing accurate information may bolster trust in the recommendations among these audiences while improving implementation across sectors to promote better adherence to the DGA, thereby improving diet quality among the United States population.

Community-based Health Planning and Services programme in Ghana: a systematic review.

Introduction: Ghana established Community-based Health Planning and Services (CHPS) as the primary point of contact for primary healthcare in 1999. CHPS has since emerged as the country's primary strategy for providing close-to-client healthcare delivery, with numerous positive health outcomes recorded as a result of its implementation. There is, however currently a paucity of systematic reviews of the literature on CHPS. The purpose of this study was not only to investigate dominant trends and research themes in Community-based Health Planning and Services, but also to track the evolution of the CHPS intervention from its inception to the present. Method: We adopted a systematic review approach for selected articles that were searched on Google Scholar, PubMed, and Scopus databases. The study was conducted and guided by the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guideline. We then applied a reflexive thematic analysis approach in synthesizing the results. Results: The search resulted in 127 articles of which 59 were included in the final review. Twenty (20) papers targeted the national level, eighteen (18) for the regional level, sixteen (16) for the district level, two (2) for the sub-district level, and three (3) papers targeted the community. The years 2017 and 2019 were recorded to be the years with the highest number of publications on CHPS in Ghana. Conclusion: Community-based Health Planning and Services (CHPS) is an effective tool in addressing barriers and challenges to accessing quality and affordable health care causing significant effects on health. It provides close-to-client healthcare delivery in the community.

Acute low back pain: Epidemiology, etiology, and prevention: WFNS spine committee recommendations.

Objective: Acute low back pain is a highly prevalent condition that poses significant challenges to healthcare systems worldwide. In this manuscript, we present the most current, evidence-based guidelines from the World Federation of Neurosurgical Societies (WFNS) Spine Committee on the epidemiology, etiology, and prevention of acute low back pain (LBP) lasting ≤ 4 weeks. Methods: We performed a literature review 2012-2022 using the PubMed, Medline, and CENTRAL databases with the keywords "acute low back pain", "acute back pain", "low back pain", "epidemiology", "etiology", "costs", "risk factor", "cultural", "developed", "developing" and "prevention". Systematic screening criteria were applied, resulting in 13 final articles on epidemiology and etiology of LBP, 2 manuscripts on costs, 5 articles on risk factors, and 23 articles on prevention strategies for acute LBP. These were presented at two separate international meetings, where members of the WFNS Spine Committee voted on five final consensus statements presented here. Results: and Conclusions: There is a high incidence and prevalence of acute LBP, particularly in high-income countries, which is felt to be at least partially due to demographic shifts with an aging population and lifestyle changes including higher rates of obesity and physical inactivity. Acute LBP has a significant impact on quality of life and ability to work, resulting in high direct and indirect costs worldwide. Early diagnosis and appropriate management of acute LBP is recommended to prevent this pain from turning into chronic LBP. The WFNS Spine Committee's recommendations respresent the latest guidelies to help improve patient care for acute LBP worldwide.

Report of the Executive Committee for 2022.

The report of the Executive Committee for 2022 is presented.

Themes and Topics on Diversity, Equity, and Inclusion in JMIR Dermatology Publications.

Publications dealing with topics considered to be pertinent to diversity, equity, and inclusion are increasing. Due to the increasing trend, dermatology journals have started to implement ways to evaluate and understand these publications. Here, we discuss a keyword approach to identify and then categorize these publications. Keywords identified 43 manuscripts. Two reviewers screened the articles' titles and abstracts, and recommended a full manuscript review for 24 publications. Through the scope of definitions from the National Institutes of Health, an editorial board member performed a full-text review and assigned a primary theme to the publications. Themes included equity (n=20) and diversity/inclusion (n=4). Topics were racial/ethnic differences in care delivery or society (n=17), incomplete understanding of gender and sex (n=3), gender identity (n=2), socioeconomic class and its impact on health (n=1), care for rural underserved communities (n=1), and religion (n=1). The results of this review demonstrate a predominance of equity-related publications, particularly emphasizing racial/ethnic differences in health care delivery, in the publications identified in JMIR Dermatology. Future research can focus on creating a review aid to assist editorial board members when providing feedback to manuscripts, refining the keywords, and using thematic analysis methodology to evaluate large sets of publications.

A Cautionary Tale: Malaligned Incentives in Total Hip and Knee Arthroplasty Payment Model Reforms Threaten Promising Innovation and Access to Care.

Over the past several years, there have been notable changes and controversies involving Medicare reimbursement for total hip (THA) and total knee arthroplasty (TKA). We have seen the development and implementation of experimental bundled payment model pilot programs goals of improving quality and decreasing overall costs of care during the last decade. Many orthopaedic surgeons have embraced these programs and have demonstrated the ability to succeed in these new models by implementing strategies, such as preservice optimization, to shift care away from inpatient or postdischarge settings and reduce postoperative complications. However, these achievements have been met with continual reductions in surgeon reimbursement rates, lower bundle payment target pricings, modest increases in hospital reimbursement rates, and inappropriate valuations of THA and TKA Common Procedural Terminology (CPT) codes. These challenges have led to an organized advocacy movement and spurred research involving the methods by which improvements have been made throughout the entire episode of arthroplasty care. Collectively, these efforts have recently led to a novel application of CPT codes recognized by payers to potentially capture presurgical optimization work. In this paper, we present an overview of contemporary payment models, summarize notable events involved in the review of THA and TKA CPT codes, review recent changes to THA and TKA reimbursement, and discuss future challenges faced by arthroplasty surgeons that threaten access to high-quality THA and TKA care.

Impact of institutional review board stipulations on turnaround time for approvals of surgical studies.

BACKGROUND: We have examined the number and types of stipulations received following the submission of surgical study protocols to the Institutional Review Boards (IRBs) for review, and their effect on turnaround time for approval. This analysis will enable our organization to improve the quality of applications and design of study protocols, which can streamline the approval process and increase efficiency of the startup phase for clinical research. METHODS: IRB stipulations for 48 surgical studies were analyzed. Various factors were assessed: surgical specialty, type of study by design, clinical trial phase, type of investigational product, type of IRB utilized (local or centralized), study complexity score, type of review (e.g., exempt, expedited, or full board), turnaround time, and number of stipulations received. Statistical analyses were performed to examine associations between the number/type of stipulations received during the IRB review process and any of the aforementioned study-related factors. RESULTS: For analyzed surgical studies, the number of stipulations allotted to a study and time taken for approval had moderate association with the complexity of the study. The turnaround time for approval was the highest for randomized, controlled trials and studies undergoing full board review. CONCLUSION: This study elucidates characteristics that are associated with increased time for IRB approval. Analysis of IRB stipulations can help improve the turnaround time for the approval process, increase efficiency of startup phase, and transition to execution phase faster, which will allow more time for enrollment of research subjects, and increase return on investment made into research and development programs.

The UK research ethics committee: Making the case for better serving the underserved - can we do better?

Research ethics committees exist internationally to review research proposals to protect the rights and safety of human participants and researchers involved in research. These committees recruit a panel of expert and lay members, mostly on an unpaid voluntary basis, with relevant scientific experience to appraise these studies. Contemporary data in the UK show that women and people over 55 years old are overrepresented in these committee panels in the Health Research Authority, suggesting that there are potential barriers to inclusivity and participation. A variety of global approaches to tackle these barriers include targeting specific populations, such as faith or community leaders, or implementing quotas have been adopted. Further research is needed to understand likely barriers preventing participation in research ethics committees in the UK and how they may be overcome.

The role of conservative treatment in lumbar disc herniations: WFNS spine committee recommendations.

Objective: To formulate the most current, evidence-based recommendations for the conservative management of lumbar disc herniations (LDH). Methods: A systematic literatüre search was performed 2012-2022 in PubMed/Medline and Cochrane using the keywords ''lumbar disc herniation'' and ''conservative treatment,'' yielding 342 total manuscripts. Screening criteria resulted in 12 final manuscripts which were summarized and presented at two international consensus meetings of the World Federation of Neurosurgical Societies (WFNS) Spine Committee. The Delphi method was utilized to arrive at three final consensus statements. Results and conclusion: s: In the absence of cauda equina syndrome, motor, or other serious neurologic deficits, conservative treatment should be the first line of treatment for LDH. NSAIDs may significantly improve acute low back and sciatic pain caused by LDH. A combination of activity modification, pharmacotherapy, and physical therapy provides good outcomes in most LDH patients.

Minutes of the open plenary meetings of the International Committee on Systematics of Prokaryotes, 11 October 2022 and 14 December 2023.

Open virtual plenary meetings of the International Committee on Systematics of Prokaryotes (ICSP) were held on 11 October 2022 and on 14 December 2023. To comply with Articles 4(d) and 5(d)(1) of the statutes of the ICSP, the minutes of these meetings are published here.

Dissemination and participation in early warnings and disaster risk reduction in South Africa.

Governments cannot effectively manage and handle disasters, particularly at the local community level, without actively engaging vulnerable people. The key to achieving sustainability in disaster recovery is community participation and information dissemination. The informal settlements' lack of access to information and public engagement hampered their ability to recovery, thus prompting this study. Therefore, many cities and intervention partnerships faced information and participation gaps in disaster risk reduction (DRR). The study's rationale was to determine the participation and communication of Khayalitjha household heads, regarding DRR information dissemination for sustainable human settlement, using a cross-sectional household survey of 295 household heads from Khayalitjha in situ informal settlement in the Free State provinces of South Africa. The security of dwelling unit tenure concept was an indirect indicator used to measure social resilience. The key findings revealed that community volunteers, ward committee members and most of the respondents, were responsible for initiating the DRR and disaster preparedness planning process. This indicated that local government needs to strengthen the human resource capacity building for DRR management information dissemination at a local level. The church, school, WhatsApp, Facebook, Twitter and Instagram were the preferred modes of communication for early warnings of disaster information. Contribution: Despite advocating for a multidisciplinary stakeholder approach, urban DRR studies tend to ignore communities in high disaster-risk areas. Employing social resilience, it aims to extend the DRR information dissemination strategy to in situ informal settlements beyond the communication and public participation advocacy strategies of local municipal urban cities.

Specific Trends in Pediatric Ethical Decision-Making: An 18-Year Review of Ethics Consultation Cases in a Pediatric Hospital.

This is a qualitative examination of ethics consultation requests, outcomes, and ethics committee recommendations at a tertiary/quaternary pediatric hospital in the U.S. The purpose of this review of consults over an 18-year period is to identify specific trends in the types of ethical dilemmas presented in our pediatric setting, the impact of consultation and committee development on the number and type of consults provided, and any clinical features and/or challenges that emerged and contributed to the nature of ethical situations and dilemmas. Furthermore, in reviewing clinical ethics consultation trends for nearly two decades, we can identify topic areas for further ethics education and training for ethics consultants, ethics committee members, and pediatric healthcare teams and professionals based on our experiences. Our study with nearly two decades of data prior to the COVID-19 pandemic can serve as groundwork for future comparisons of consultation requests and ethics support for pediatric hospitals prior to, during, and following a pandemic.