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1.
Sultan Qaboos Univ Med J ; 24(1): 28-36, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38434471

RESUMO

Objectives: This study aimed to evaluate the appropriateness of the emergency referrals made by primary care clinicians and determine the factors contributing to inappropriate referrals. Methods: This cross-sectional study utilises referral notes review between October 2019 and March 2020. Patients referred to Khawla Hospital's emergency department by a primary care clinician in Muscat Governorate were randomly selected; their referral notes were reviewed by five family physicians. The appropriateness of the referrals was evaluated according to the primary care referral protocol. Any referral that deviated from the protocol was classified as inappropriate. The prevalence and characteristics of inappropriate referrals were identified, and the factors contributing to inappropriate referral were determined using multivariable logistic regression. Results: In total, 591 referrals were reviewed; 354 (59.9%) of them were classified as inappropriate due to inadequate medical notes (291, 82.2%), lack of provisional diagnosis (176, 49.7%), misdirected to a non-concerned emergency (30, 8.4%) or misclassification of urgency (107 [30.2%] were classified as urgent and 45 [12.7%] as routine). After adjusting for multiple variables, insufficient clinical notes, unavailability of referral guidelines and lack of expertise were found to be strong determinants of inappropriate referral, with an odds ratio of 62.52 (95% confidence interval [CI]: 32.04-121.96), 2.88 (95% CI: 1.40-5.92) and 9.37 (95% CI: 4.09-21.43), respectively. Conclusion: While most of the referrals required emergency management, the majority were inappropriate, mainly due to insufficient clinical documentation. Inadequate clinical notes and lack of national guidelines and expertise were found to be strong predictors of inappropriate emergency referrals.


Assuntos
Documentação , Serviço Hospitalar de Emergência , Humanos , Estudos Transversais , Encaminhamento e Consulta , Atenção Primária à Saúde
2.
BMC Prim Care ; 25(1): 79, 2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38438843

RESUMO

BACKGROUND: About one million people in need of home care in Germany are assisted by 15,400 home care services. Home healthcare is mostly a complex endeavour because interprofessional collaboration is often challenging. This might negatively impact patient safety. The project interprof HOME aims to develop an interprofessional person-centred care concept for people receiving home care in a multistep approach. In one of the work packages we explored how people receiving home care, relatives, nurses, general practitioners, and therapists (physiotherapists, occupational therapists, and speech therapists) perceive collaboration in this setting. METHODS: Semi-structured interviews were conducted with 20 people receiving home care and with 21 relatives. Additionally, we worked with nine monoprofessional focus groups involving nurses of home care services (n = 17), general practitioners (n = 14), and therapists (n = 21). The data were analysed by content analysis. RESULTS: Three main categories evolved: "perception of interprofessional collaboration", "means of communication", and "barriers and facilitators". People receiving home care and relatives often perceive little to no interprofessional collaboration and take over a significant part of the organisational coordination and information exchange. Interprofessional collaboration in steady care situations does exist at times and mostly occurs in coordination tasks. Contact and information exchange are rare, however, interprofessional personal encounters are sporadic, and fixed agreements and permanent contact persons are not standard. These trends increase with the complexity of the healthcare situation. Joint collaborations are often perceived as highly beneficial. Means of communications such as telephone, fax, or e-mail are used differently and are often considered tedious and time-consuming. No interprofessional formal written or electronic documentation system exists. Personal acquaintance and mutual trust are perceived as being beneficial, while a lack of mutual availability, limited time, and inadequate compensation hinder interprofessional collaboration. CONCLUSIONS: Interprofessional collaboration in home care occurs irregularly, and coordination often remains with people receiving home care or relatives. While this individual care set-up may work sufficiently well in low complex care situations, it becomes vulnerable to disruptions with increasing complexity. Close interactions, joint collaboration, and fixed means of communication might improve healthcare at home. The findings were integrated into the development of the person-centred interprofessional care concept interprof HOME. TRIAL REGISTRATION: This study is registered on the International Clinical Trails registry platform ClinicalTrials.gov as NCT05149937 on 03/11/2021.


Assuntos
Clínicos Gerais , Serviços de Assistência Domiciliar , Humanos , Pessoal Técnico de Saúde , Comunicação , Documentação
3.
BMC Psychiatry ; 24(1): 180, 2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38439002

RESUMO

BACKGROUND: Cohen syndrome (CS) is a rare autosomal recessive inherited condition characterized by pathological changes affecting multiple systems. The extensive clinical variability associated with CS poses a significant diagnostic challenge. Additionally, there is limited documentation on the co-occurrence of CS with psychiatric symptoms. CASE REPORT: We report a case of a 30-year-old patient exhibiting characteristic physical features and psychiatric symptoms. Whole exome sequencing identified two heterozygous variants, a nonsense variation c.4336 C > T and a missense mutation c.4729G > A. Integrating clinical manifestations with genetic test results, we established the diagnosis of CS combined with psychiatric symptoms. CONCLUSIONS: This case introduces a novel missense variant as a candidate in the expanding array of VPS13B pathogenic variants. Its clinical significance remains unknown, and further investigation may broaden the spectrum of pathogenic variants associated with the VPS13B gene. Early diagnosis of CS is crucial for the prognosis of young children and holds significant importance for their families.


Assuntos
Dedos/anormalidades , Deficiência Intelectual , Microcefalia , Hipotonia Muscular , Miopia , Obesidade , Degeneração Retiniana , Criança , Humanos , Pré-Escolar , Adulto , Microcefalia/diagnóstico , Microcefalia/genética , Documentação , Deficiências do Desenvolvimento
4.
Sci Rep ; 14(1): 5532, 2024 03 06.
Artigo em Inglês | MEDLINE | ID: mdl-38448469

RESUMO

In ophthalmology, intravitreal operative medication therapy (IVOM) is a widespread treatment for diseases related to the age-related macular degeneration (AMD), the diabetic macular edema, as well as the retinal vein occlusion. However, in real-world settings, patients often suffer from loss of vision on time scales of years despite therapy, whereas the prediction of the visual acuity (VA) and the earliest possible detection of deterioration under real-life conditions is challenging due to heterogeneous and incomplete data. In this contribution, we present a workflow for the development of a research-compatible data corpus fusing different IT systems of the department of ophthalmology of a German maximum care hospital. The extensive data corpus allows predictive statements of the expected progression of a patient and his or her VA in each of the three diseases. For the disease AMD, we found out a significant deterioration of the visual acuity over time. Within our proposed multistage system, we subsequently classify the VA progression into the three groups of therapy "winners", "stabilizers", and "losers" (WSL classification scheme). Our OCT biomarker classification using an ensemble of deep neural networks results in a classification accuracy (F1-score) of over 98%, enabling us to complete incomplete OCT documentations while allowing us to exploit them for a more precise VA modelling process. Our VA prediction requires at least four VA examinations and optionally OCT biomarkers from the same time period to predict the VA progression within a forecasted time frame, whereas our prediction is currently restricted to IVOM/no therapy. We achieve a final prediction accuracy of 69% in macro average F1-score, while being in the same range as the ophthalmologists with 57.8 and 50 ± 10.7 % F1-score.


Assuntos
Retinopatia Diabética , Degeneração Macular , Edema Macular , Humanos , Feminino , Masculino , Retinopatia Diabética/diagnóstico por imagem , Edema Macular/diagnóstico , Edema Macular/tratamento farmacológico , Acuidade Visual , Documentação , Aprendizado de Máquina , Degeneração Macular/diagnóstico
5.
Bioinformatics ; 40(3)2024 Mar 04.
Artigo em Inglês | MEDLINE | ID: mdl-38444086

RESUMO

MOTIVATION: KaMRaT is designed for processing large k-mer count tables derived from multi-sample, RNA-seq data. Its primary objective is to identify condition-specific or differentially expressed sequences, regardless of gene or transcript annotation. RESULTS: KaMRaT is implemented in C++. Major functions include scoring k-mers based on count statistics, merging overlapping k-mers into contigs and selecting k-mers based on their occurrence across specific samples. AVAILABILITY AND IMPLEMENTATION: Source code and documentation are available via https://github.com/Transipedia/KaMRaT.


Assuntos
Algoritmos , Software , Análise de Sequência de DNA/métodos , RNA-Seq , Documentação
6.
J Biomed Inform ; 151: 104618, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38431151

RESUMO

OBJECTIVE: Goals of care (GOC) discussions are an increasingly used quality metric in serious illness care and research. Wide variation in documentation practices within the Electronic Health Record (EHR) presents challenges for reliable measurement of GOC discussions. Novel natural language processing approaches are needed to capture GOC discussions documented in real-world samples of seriously ill hospitalized patients' EHR notes, a corpus with a very low event prevalence. METHODS: To automatically detect sentences documenting GOC discussions outside of dedicated GOC note types, we proposed an ensemble of classifiers aggregating the predictions of rule-based, feature-based, and three transformers-based classifiers. We trained our classifier on 600 manually annotated EHR notes among patients with serious illnesses. Our corpus exhibited an extremely imbalanced ratio between sentences discussing GOC and sentences that do not. This ratio challenges standard supervision methods to train a classifier. Therefore, we trained our classifier with active learning. RESULTS: Using active learning, we reduced the annotation cost to fine-tune our ensemble by 70% while improving its performance in our test set of 176 EHR notes, with 0.557 F1-score for sentence classification and 0.629 for note classification. CONCLUSION: When classifying notes, with a true positive rate of 72% (13/18) and false positive rate of 8% (13/158), our performance may be sufficient for deploying our classifier in the EHR to facilitate bedside clinicians' access to GOC conversations documented outside of dedicated notes types, without overburdening clinicians with false positives. Improvements are needed before using it to enrich trial populations or as an outcome measure.


Assuntos
Comunicação , Documentação , Humanos , Registros Eletrônicos de Saúde , Processamento de Linguagem Natural , Planejamento de Assistência ao Paciente
7.
Appl Clin Inform ; 15(2): 212-219, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38508654

RESUMO

BACKGROUND: Electronic health record (EHR) user interface event logs are fast providing another perspective on the value and efficiency EHR technology brings to health care. Analysis of these detailed usage data has demonstrated their potential to identify EHR and clinical process design factors related to user efficiency, satisfaction, and burnout. OBJECTIVE: This study aimed to analyze the event log data across 26 different health systems to determine the variability of use of a single vendor's EHR based on four event log metrics, at the individual, practice group, and health system levels. METHODS: We obtained de-identified event log data recorded from June 1, 2018, to May 31, 2019, from 26 health systems' primary care physicians. We estimated the variability in total Active EHR Time, Documentation Time, Chart Review Time, and Ordering Time across health systems, practice groups, and individual physicians. RESULTS: In total, 5,444 physicians (Family Medicine: 3,042 and Internal Medicine: 2,422) provided care in a total of 2,285 different practices nested in 26 health systems. Health systems explain 1.29, 3.55, 3.45, and 3.30% of the total variability in Active Time, Documentation Time, Chart Review Time, and Ordering Time, respectively. Practice-level variability was estimated to be 7.96, 13.52, 8.39, and 5.57%, respectively, and individual physicians explained the largest proportion of the variability for those same outcomes 17.09, 27.49, 17.51, and 19.75%, respectively. CONCLUSION: The most variable physician EHR usage patterns occurs at the individual physician level and decreases as you move up to the practice and health system levels. This suggests that interventions to improve individual users' EHR usage efficiency may have the most potential impact compared with those directed at health system or practice levels.


Assuntos
Esgotamento Profissional , Médicos , Humanos , Registros Eletrônicos de Saúde , Documentação , Atenção Primária à Saúde
8.
AMA J Ethics ; 26(3): E225-231, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38446727

RESUMO

What clinicians document about patients can have important consequences for those patients. Paternalistic language in patients' health records is of specific ethical concern because it emphasizes clinicians' power and patients' vulnerabilities and can be demeaning and traumatizing. This article considers the importance of person-centered, trauma-informed language in clinical documentation and suggests strategies for teaching students and trainees documentation practices that express clinical neutrality and respect.


Assuntos
Registros de Saúde Pessoal , Aprendizagem , Humanos , Estudantes , Documentação , Assistência Centrada no Paciente
9.
JCO Clin Cancer Inform ; 8: e2300114, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38484216

RESUMO

PURPOSE: Accurate documentation of lesions during transurethral resection of bladder tumors (TURBT) is essential for precise diagnosis, treatment planning, and follow-up care. However, optimizing schematic documentation techniques for bladder lesions has received limited attention. MATERIALS AND METHODS: This prospective observational study used a cMDX-based documentation system that facilitates graphical representation, a lesion-specific questionnaire, and heatmap analysis with a posterization effect. We designed a graphical scheme for bladder covering bladder landmarks to visualize anatomic features and to document the lesion location. The lesion-specific questionnaire was integrated for comprehensive lesion characterization. Finally, spatial analyses were applied to investigate the anatomic distribution patterns of bladder lesions. RESULTS: A total of 97 TURBT cases conducted between 2021 and 2023 were included, identifying 176 lesions. The lesions were distributed in different bladder areas with varying frequencies. The distribution pattern, sorted by frequency, was observed in the following areas: posterior, trigone, lateral right and anterior, and lateral left and dome. Suspicious levels were assigned to the lesions, mostly categorized either as indeterminate or moderate. Lesion size analysis revealed that most lesions fell between 5 and 29 mm. CONCLUSION: The study highlights the potential of schematic documentation techniques for informed decision making, quality assessment, primary research, and secondary data utilization of intraoperative data in the context of TURBT. Integrating cMDX and heatmap analysis provides valuable insights into lesion distribution and characteristics.


Assuntos
Neoplasias da Bexiga Urinária , Humanos , Neoplasias da Bexiga Urinária/diagnóstico , Neoplasias da Bexiga Urinária/cirurgia , Neoplasias da Bexiga Urinária/patologia , Procedimentos Cirúrgicos Urológicos , Documentação , Estudos Prospectivos , Sistemas de Informação
10.
Home Healthc Now ; 42(2): 84-89, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38437041

RESUMO

Advance care planning discussions require specialized skills to elicit goals and preferences from patients contending with life-limiting illness. Documentation forms which include Health Care Proxies, Medical Orders for Life Sustaining Treatments, or Physician Orders for Life Sustaining Treatments are meant to accompany patients through every transition of care. However, they are often forgotten between the hospital and the home setting. Home care clinicians have the obligation to ensure all providers involved in the patient's care are made aware of their code status and goals of care. Consequently, home care clinicians need education about advance care planning to support patients in achieving their care goals as they transition from hospital to home. This quality improvement project implemented three consecutive interventions including reminding clinicians to review code status orders, applying short educational interventions at daily nursing huddles via email, and finally, administering primary palliative education classes for home care clinicians. The purpose was to guide home care nurses in reviewing and reaffirming code status orders and advance care documentation at the initiation of the home care episode and to improve the consistency and accuracy of code status documentation at the transition of care. After implementing the interventions to improve code status documentation, compliance improved from 8% to 100% in a 10-month period.


Assuntos
Planejamento Antecipado de Cuidados , Serviços de Assistência Domiciliar , Humanos , Documentação , Escolaridade , Diretivas Antecipadas
11.
NPJ Prim Care Respir Med ; 34(1): 2, 2024 Mar 09.
Artigo em Inglês | MEDLINE | ID: mdl-38461294

RESUMO

Systematically assessing asthma during follow-up contacts is important to accomplish comprehensive treatment. No previous long-term studies exist on how comorbidities, lifestyle factors, and asthma management details are documented in scheduled asthma contacts in primary health care (PHC). We showed comorbidities and lifestyle factors were poorly documented in PHC in this real-life, 12-year, follow-up study. Documented information on rhinitis was found in 8.9% and BMI, overweight, or obesity in ≤1.5% of the 542 scheduled asthma contacts. Of the 145 patients with scheduled asthma contacts, 6.9% had undergone revision of their inhalation technique; 16.6% had documentation of their asthma action plan. Screening of respiratory symptoms was recorded in 79% but nasal symptoms in only 15.5% of contacts. Lifestyle guidance interventions were found in <1% of contacts. These results, based on documented patient data, indicate a need exists to further improve the assessment and guidance of asthma patients in PHC.


Assuntos
Asma , Humanos , Seguimentos , Asma/epidemiologia , Asma/terapia , Estilo de Vida , Documentação , Atenção Primária à Saúde
12.
Int J Med Inform ; 184: 105350, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38306850

RESUMO

BACKGROUND: The electronic health record (EHR), including standardized structures and languages, represents an important data source for nurses, to continually update their individual and shared perceptual understanding of clinical situations. Registered nurses' utilization of nursing standards, such as standardized nursing care plans and language in EHRs, has received little attention in the literature. Further research is needed to understand nurses' care planning and documentation practice. AIMS: This study aimed to describe the experiences and perceptions of nurses' EHR documentation practices utilizing standardized nursing care plans including standardized nursing language, in the daily documentation of nursing care for patients living in special dementia-care units in nursing homes in Norway. METHODS: A descriptive qualitative study was conducted between April and November 2021 among registered nurses working in special dementia care units in Norwegian nursing homes. In-depth interviews were conducted, and data was analyzed utilizing reflexive thematic analysis with a deductive orientation. Findings Four themes were generated from the analysis. First, the knowledge, skills, and attitude of system users were perceived to influence daily documentation practice. Second, management and organization of documentation work, internally and externally, influenced motivation and engagement in daily documentation processes. Third, usability issues of the EHR were perceived to limit the daily workflow and the nurses' information-needs. Last, nursing standards in the EHR were perceived to contribute to the development of documentation practices, supporting and stimulating ethical awareness, cognitive processes, and knowledge development. CONCLUSION: Nurses and nursing leaders need to be continuously involved and engaged in EHR documentation to safeguard development and implementation of relevant nursing standards.


Assuntos
Demência , Registros Eletrônicos de Saúde , Humanos , Planejamento de Assistência ao Paciente , Motivação , Pesquisa Qualitativa , Documentação , Registros de Enfermagem
13.
Int J Med Inform ; 184: 105344, 2024 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-38310755

RESUMO

INTRODUCTION: Theoretically, the added value of electronic health records (EHRs) is extensive. Reusable data capture in EHRs could lead to major improvements in quality measurement, scientific research, and decision support. To achieve these goals, structured and standardized recording of healthcare data is a prerequisite. However, time spent on EHRs by physicians is already high. This study evaluated the effect of implementing an EHR embedded care pathway with structured data recording on the EHR burden of physicians. MATERIALS AND METHODS: Before and six months after implementation, consultations were recorded and analyzed with video-analytic software. Main outcome measures were time spent on specific tasks within the EHR, total consultation duration, and usability indicators such as required mouse clicks and keystrokes. Additionally, a validated questionnaire was completed twice to evaluate changes in physician perception of EHR system factors and documentation process factors. RESULTS: Total EHR time in initial oncology consultations was significantly reduced by 3.7 min, a 27 % decrease. In contrast, although a decrease of 13 % in consultation duration was observed, no significant effect on EHR time was found in follow-up consultations. Additionally, perceptions of physicians regarding the EHR and documentation improved significantly. DISCUSSION: Our results have shown that it is possible to achieve structured data capture while simultaneously reducing the EHR burden, which is a decisive factor in end-user acceptance of documentation systems. Proper alignment of structured documentation with workflows is critical for success. CONCLUSION: Implementing an EHR embedded care pathway with structured documentation led to decreased EHR burden.


Assuntos
Registros Eletrônicos de Saúde , Médicos , Humanos , Procedimentos Clínicos , Encaminhamento e Consulta , Software , Documentação/métodos
14.
Bioinformatics ; 40(2)2024 Feb 01.
Artigo em Inglês | MEDLINE | ID: mdl-38341654

RESUMO

MOTIVATION: While large language models (LLMs) have been successfully applied to various tasks, they still face challenges with hallucinations. Augmenting LLMs with domain-specific tools such as database utilities can facilitate easier and more precise access to specialized knowledge. In this article, we present GeneGPT, a novel method for teaching LLMs to use the Web APIs of the National Center for Biotechnology Information (NCBI) for answering genomics questions. Specifically, we prompt Codex to solve the GeneTuring tests with NCBI Web APIs by in-context learning and an augmented decoding algorithm that can detect and execute API calls. RESULTS: Experimental results show that GeneGPT achieves state-of-the-art performance on eight tasks in the GeneTuring benchmark with an average score of 0.83, largely surpassing retrieval-augmented LLMs such as the new Bing (0.44), biomedical LLMs such as BioMedLM (0.08) and BioGPT (0.04), as well as GPT-3 (0.16) and ChatGPT (0.12). Our further analyses suggest that: First, API demonstrations have good cross-task generalizability and are more useful than documentations for in-context learning; second, GeneGPT can generalize to longer chains of API calls and answer multi-hop questions in GeneHop, a novel dataset introduced in this work; finally, different types of errors are enriched in different tasks, providing valuable insights for future improvements. AVAILABILITY AND IMPLEMENTATION: The GeneGPT code and data are publicly available at https://github.com/ncbi/GeneGPT.


Assuntos
Algoritmos , Benchmarking , Bases de Dados Factuais , Documentação , Idioma
15.
Hosp Pediatr ; 14(3): e156-e160, 2024 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-38379459

RESUMO

OBJECTIVES: To evaluate usability of and clinician satisfaction with the electronic health record (EHR) in the context of caring for children with medical complexity (CMC) at a large academic pediatric hospital and to identify key areas for targeted improvements. METHODS: Cross-sectional study of pediatric faculty and advanced practice providers across several pediatric specialties using an online Research Electronic Data Capture survey. EHR usability was measured with 6 validated questions from the National Usability-Focused Health Information System Scale, and satisfaction with common EHR functionalities was measured with 6 original Likert-scale questions and 3 free-text questions. Results were analyzed with bivariate testing. RESULTS: More than half of providers completed the survey (n = 81, response rate 56%). When asked 6 positively-phrased, validated usability questions, a majority of respondents either agreed or were neutral. Respondents were most dissatisfied with information quality of the summary view and most satisfied with physician communication. Older respondents were less satisfied with EHR usability (P < .01). Focusing on functionalities needed for CMC, the majority of respondents were dissatisfied with the chart review process. More respondents were dissatisfied with order entry (P = .002) and documentation (P = .017) when caring for CMC compared with caring for other patients. The most cited challenges were locating recent patient data, performing an accurate medication reconciliation, and lack of specialized documentation templates. CONCLUSIONS: Clinicians are less satisfied with common EHR functionalities when caring for CMC compared with caring for all other patients. Targeted interventions to improve usability and common EHR functionalities for CMC are necessary to improve the user experience.


Assuntos
Comunicação , Registros Eletrônicos de Saúde , Humanos , Criança , Estudos Transversais , Documentação , Docentes
16.
PLoS Med ; 21(2): e1004346, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38421942

RESUMO

BACKGROUND: Endometrial hyperplasia (EH) is a precusor lesion for endometrial cancer (EC), the commonest gynaecological malignancy in high-income countries. EH is a proliferation of glandular tissue, classified as either non-atypical endometrial hyperplasia (NEH) or, if the cytological features are abnormal, atypical endometrial hyperplasia (AEH). The clinical significance of AEH is that patients face both a high risk of having occult EC and a high risk of progression to EC if untreated. Recommendations on the care of women with EH were introduced by United Kingdom-wide guidance (Green-top Guide No. 67, 2016). National adherence to guidance is unknown. We aimed to describe the care of patients with EH; to compare the patterns of care for those with EH with national guidance to identify opportunities for quality improvement; and to compare patterns of care prior to and following the introduction of national guidance to understand its impact. METHODS AND FINDINGS: In this UK-wide patient-level clinical audit, we included 3,307 women who received a new histological diagnosis of EH through a gynaecology service between 1 January 2012 and 30 June 2020. We described first-line management, management at 2 years, and surgical characteristics prior to and following national guidance for EH using proportions and 95% confidence intervals (CIs) and compared process measures between time periods using multilevel Poisson regression. Of the 3,307 patients, 1,570 had NEH and 1,511 had AEH between 2012 and 2019. An additional 85 patients had NEH and 141 had AEH during 2020. Prior to national guidance, 9% (95% CI [6%, 15%]) received no initial treatment for NEH compared with 3% (95% CI [1%, 5%]) post-guidance; 31% (95% CI [26%, 36%]) and 48% (95% CI [43% 53%]) received an intrauterine progestogen, respectively, in the same periods. The predominant management of women with AEH did not differ, with 68% (95% CI [61%, 74%]) and 67% (95 CI [63%, 71%]) receiving first-line hysterectomy, respectively. By 2 years, follow-up to histological regression without hysterectomy increased from 38% (95% CI [33%, 43%]) to 52% (95% CI [47%, 58%]) for those with NEH (rate ratio (RR) 1.38, 95% CI [1.18, 1.63] p < 0.001). We observed an increase in the use of total laparoscopic hysterectomy among those with AEH (RR 1.26, 95% CI [1.04, 1.52]). In the later period, 37% (95% CI [29%, 44%]) of women initially diagnosed with AEH who underwent a first-line hysterectomy, received an upgraded diagnosis of EC. Study limitations included retrospective data collection from routine clinical documentation and the inability to comprehensively understand the shared decision-making process where care differed from guidance. CONCLUSIONS: The care of patients with EH has changed in accordance with national guidance. More women received first-line medical management of NEH and were followed up to histological regression. The follow-up of those with AEH who do not undergo hysterectomy must be improved, given their very high risk of coexistent cancer and high risk of developing cancer.


Assuntos
Hiperplasia Endometrial , Neoplasias do Endométrio , Humanos , Feminino , Hiperplasia Endometrial/diagnóstico , Hiperplasia Endometrial/epidemiologia , Hiperplasia Endometrial/terapia , Estudos Retrospectivos , Coleta de Dados , Documentação
17.
Ann R Coll Surg Engl ; 106(3): 201-204, 2024 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-38423111

RESUMO

We are grateful to those who have provided the material for these reports. The online reporting form is available on the website (coress.org.uk), which also includes previous Feedback reports, and via the CORESS app. Published cases will be acknowledged by a Certificate of Contribution, which may be included in the contributor's record of continuing professional development, or which may form part of appraisal or annual review of competence progression portfolio documentation. Trainee contributions are particularly welcome.


Assuntos
Instituições de Caridade , Documentação , Humanos
18.
Br J Community Nurs ; 29(2): 58-59, 2024 Feb 02.
Artigo em Inglês | MEDLINE | ID: mdl-38300239

RESUMO

Iwan Dowie discusses the need for appropriate record keeping in community nursing. Through a series of legal examples, a case is made for good documentation, with suggestions that include factual, eligible and well-written records.


Assuntos
Documentação , Cuidados de Enfermagem , Humanos
19.
Appl Clin Inform ; 15(1): 121-128, 2024 01.
Artigo em Inglês | MEDLINE | ID: mdl-38354838

RESUMO

OBJECTIVES: The number of surgeries performed in the United States has increased over the past two decades, with a shift to the ambulatory setting. Perioperative complications and mortality pose significant health care burdens. Inadequate preoperative assessment and documentation contribute to communication failure and poor patient outcomes. The aim of this quality improvement project was to design and implement a preoperative evaluation documentation template that not only improved communication during the perioperative pathway but also enhanced the overall user experience. METHODS: We implemented a revamped evidence-based documentation template in the electronic medical records of a health care organization across three internal medicine clinics on the downtown campus and seven satellite family medicine clinics. A pre- and postintervention design was used to assess the template utilization rate and clinician satisfaction. RESULTS: The preoperative template utilization rate increased from 51.2% at baseline to 66.5% after the revamped template "went live" (p < 0.001). Clinician satisfaction with the preoperative documentation template also significantly increased (30.6 vs. 80.0%, p < 0.001). CONCLUSION: Adopting a user-friendly, evidence-based documentation template can enhance the standardization of preoperative evaluation documentation and reduce the documentation burden.


Assuntos
Documentação , Registros Eletrônicos de Saúde , Humanos , Comunicação , Instituições de Assistência Ambulatorial , Melhoria de Qualidade
20.
J Med Syst ; 48(1): 23, 2024 Feb 17.
Artigo em Inglês | MEDLINE | ID: mdl-38367119

RESUMO

Large Language Models (LLMs) such as General Pretrained Transformer (GPT) and Bidirectional Encoder Representations from Transformers (BERT), which use transformer model architectures, have significantly advanced artificial intelligence and natural language processing. Recognized for their ability to capture associative relationships between words based on shared context, these models are poised to transform healthcare by improving diagnostic accuracy, tailoring treatment plans, and predicting patient outcomes. However, there are multiple risks and potentially unintended consequences associated with their use in healthcare applications. This study, conducted with 28 participants using a qualitative approach, explores the benefits, shortcomings, and risks of using transformer models in healthcare. It analyses responses to seven open-ended questions using a simplified thematic analysis. Our research reveals seven benefits, including improved operational efficiency, optimized processes and refined clinical documentation. Despite these benefits, there are significant concerns about the introduction of bias, auditability issues and privacy risks. Challenges include the need for specialized expertise, the emergence of ethical dilemmas and the potential reduction in the human element of patient care. For the medical profession, risks include the impact on employment, changes in the patient-doctor dynamic, and the need for extensive training in both system operation and data interpretation.


Assuntos
Inteligência Artificial , Documentação , Humanos , Fontes de Energia Elétrica , Idioma , Relações Médico-Paciente
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