RESUMO
Background: Profound intellectual multiple disabilities or polyhandicap (PLH) is defined as a combination of profound mental retardation and serious motor deficits resulting in extreme dependence. Support for these patients is multidisciplinary, complex, and time-consuming. Thus, institutional health care workers (HCWs) face specific working conditions: frequent physical tasks, distressed families, and restricted feedback. Objectives: We aimed to identify determinants of quality of life (QoL) of HCWs and to study longitudinal evolution. Methods: The study used data from the French cohort EVAL-PLH. The participants were institutional HCWs of persons with PLH (age ≥ 3 years at the time of inclusion; age at onset of cerebral lesion <3 years old). Two populations were used: (1) cross sectional study: the sample 1 includes the HCWs assessed at T2 (2020-2021); (2) longitudinal study: the sample 2 includes the HCWs assessed at both T1 (2015-2016) and T2 (2020-2021). The data collected included: sociodemographics, health status, professional variables, and psycho-comportemental aspects. QoL was assessed using WHOQOL-BREF which provides 4 scores. Results: In comparison with French norms, the physical and social scores of QoL were significantly lower while the psychological score was significantly higher for (i) the 223 HCWs (participation rate 62%) assessed at T2 and (ii) the 61 HCWs assessed at T1 and T2. The main factors modulating QoL were age, marital status, self-perceived financial difficulties, personal chronic disease, anxiety-mood disorders, nature of coping strategies, and burnout. Conclusion: This study confirms the mixed (negative and positive) impact of caring persons with PLH on the institutional HCWs' QOL. Main determinants of the HCW's QOL were: older age, single status, perceived financial difficulties, altered health status, burn out and coping strategies.Clinical trial registration number: NCT02400528.
Assuntos
Pessoal de Saúde , Qualidade de Vida , Humanos , Qualidade de Vida/psicologia , Masculino , Estudos Transversais , Feminino , Estudos Longitudinais , Pessoal de Saúde/psicologia , Pessoal de Saúde/estatística & dados numéricos , Adulto , França , Pessoa de Meia-Idade , Deficiência Intelectual/psicologia , Inquéritos e QuestionáriosRESUMO
Formal criminogenic risk tools can be an important control in assessing racial inequities in access to treatment courts and in evaluating both proximal and distal outcomes from those programs. To achieve this potential, however, it is important that risk tools themselves operate in a racially neutral fashion and that they operate consistently over the period assessed. Tools that are not properly calibrated by race and changes in the tools used over the life of a program are therefore significant evaluation concerns. Our paper is the first to assess the adequacy of an important risk-needs instrument, the LSI-R, across racial groups in a drug treatment court setting. The main contribution of the current study is not as a test of that instrument, which has been widely studied in other settings. Rather, because two different criminogenic risk tools were used over the study time period, we took this opportunity to explore the use of a readily constructible "proxy" measure of risk to support analysis of risk and race interactions over the life of the program.
RESUMO
OBJECTIVES: The National Academies of Sciences, Engineering, and Medicine (NASEM) Nursing Home Quality report recommends that states "develop and operate state-based technical assistance programs to help nursing homes improve care and operations." The Quality Improvement Program for Missouri (QIPMO) is one such program. This longitudinal evaluation examined and compared differences in quality measures (QMs) and nursing home (NH) characteristics based on intensity of QIPMO services used. DESIGN: A descriptive study compared key QMs of clinical care, facility-level characteristics, and differing QIPMO service intensity use. QIPMO services include on-site clinical consultation by expert nurses; evidence-based practice information; teaching NHs use of quality improvement (QI) methods; and guiding their use of Centers for Medicare and Medicaid Services (CMS)-prepared QM comparative feedback reports to improve care. SETTING AND PARTICIPANTS: All Missouri NHs (n = 510) have access to QIPMO services at no charge. All used some level of service during the study, 2020-2022. METHODS: QM data were drawn from CMS's publicly available website (Refresh April 2023) and NH characteristics data from other public websites. Service intensity was calculated using data from facility contacts (on-site visits, phone calls, texts, emails, webinars). NHs were divided into quartiles based on service intensity. RESULTS: All groups had different beginning QM scores and improved ending scores. Group 2, moderate resource intensity use, started with "worse" overall score and improved to best performing by the end. Group 4, most resource intensity use, improved least but required highest service intensity. CONCLUSIONS AND IMPLICATIONS: This longitudinal evaluation of QIPMO, a statewide QI technical assistance and support program, provides evidence of programmatic stimulation of statewide NH quality improvements. It provides insight into intensity of services needed to help facilities improve. Other states should consider QIPMO success and develop their own programs, as recommended by the NASEM report so their NHs can embrace QI and "initiate fundamental change" for better care for our nation's older adults.
Assuntos
Casas de Saúde , Melhoria de Qualidade , Casas de Saúde/normas , Missouri , Estudos Longitudinais , Humanos , Avaliação de Programas e Projetos de Saúde , Estados UnidosRESUMO
PURPOSE: Close MRI surveillance of patients with brain metastases following Stereotactic Radiosurgery (SRS) treatment is essential for assessing treatment response and the current disease status in the brain. This follow-up necessitates the comparison of target lesion sizes in pre- (prior) and post-SRS treatment (current) T1W-Gad MRI scans. Our aim was to evaluate SimU-Net, a novel deep-learning model for the detection and volumetric analysis of brain metastases and their temporal changes in paired prior and current scans. METHODS: SimU-Net is a simultaneous multi-channel 3D U-Net model trained on pairs of registered prior and current scans of a patient. We evaluated its performance on 271 pairs of T1W-Gad MRI scans from 226 patients who underwent SRS. An expert oncological neurosurgeon manually delineated 1,889 brain metastases in all the MRI scans (1,368 with diameters > 5 mm, 834 > 10 mm). The SimU-Net model was trained/validated on 205 pairs from 169 patients (1,360 metastases) and tested on 66 pairs from 57 patients (529 metastases). The results were then compared to the ground truth delineations. RESULTS: SimU-Net yielded a mean (std) detection precision and recall of 1.00±0.00 and 0.99±0.06 for metastases > 10 mm, 0.90±0.22 and 0.97±0.12 for metastases > 5 mm of, and 0.76±0.27 and 0.94±0.16 for metastases of all sizes. It improves lesion detection precision by 8% for all metastases sizes and by 12.5% for metastases < 10 mm with respect to standalone 3D U-Net. The segmentation Dice scores were 0.90±0.10, 0.89±0.10 and 0.89±0.10 for the above metastases sizes, all above the observer variability of 0.80±0.13. CONCLUSION: Automated detection and volumetric quantification of brain metastases following SRS have the potential to enhance the assessment of treatment response and alleviate the clinician workload.
Assuntos
Neoplasias Encefálicas , Aprendizado Profundo , Radiocirurgia , Humanos , Radiocirurgia/métodos , Estudos Retrospectivos , Neoplasias Encefálicas/diagnóstico por imagem , Neoplasias Encefálicas/radioterapia , Neoplasias Encefálicas/patologia , Encéfalo/patologiaRESUMO
It has long been reported that neuropsychological deficits may be present in dystrophinopathies, specifically non-progressive cognitive impairment and a global deficit in executive functions; this neurocognitive profile has been less explored in patients with Becker than Duchenne muscular dystrophy (BMD/DMD). We conducted a longitudinal study to explore the evolution of neuropsychological and behavioural profile in a cohort of paediatric BMD. Seventeen patients with BMD without intellectual disability were assessed using a full battery of tests, including intellectual, adaptive and executive functioning, language and behavioral features. Tests were performed at baseline and after 12 months. The results showed adequate cognitive and adaptive profile with falls in Working Memory, as well as lower scores in executive functions. An improvement was observed in Processing Speed. Behavioral questionnaires confirmed a negative trend, while in normal ranges. We found a statistically significant difference between T0 and T1 in some items exploring executive functions. No statistically significant difference was observed stratifying patients by mutation site or IQ level. In conclusion, our study suggests that BMD patients have a stable neurocognitive profile, while a deflection in the executive functions may be observed. We recommend a careful monitoring to intercept learning disabilities and promptly start a multimodal rehabilitation.
Assuntos
Deficiência Intelectual , Deficiências da Aprendizagem , Distrofia Muscular de Duchenne , Humanos , Criança , Distrofia Muscular de Duchenne/complicações , Estudos Longitudinais , Função ExecutivaRESUMO
Background: People with diabetes mellitus not only have to deal with physical health problems, but also with the psycho-social challenges their chronic disease brings. Currently, technological tools that support the psycho-social context of a patient have received little attention. Objective: The objective of this work is to determine the feasibility and preliminary efficacy of an automated conversational agent to deliver, to people with diabetes, personalised psycho-education on dealing with (psycho-)social distress related to their chronic illness. Methods: In a double-blinded between-subject study, 156 crowd-workers with diabetes received a social help program intervention in three sessions over three weeks. They were randomly assigned to receive support from either an interactive conversational support agent (n=79) or a self-help text from the book "Diabetes burnout" as a control condition (n=77). Participants completed the Diabetes Distress Scale (DDS) before and after the intervention, and after the intervention, the Client Satisfaction Questionnaire (CSQ-8), Feeling of Being Heard (FBH), and System Usability Scale (SUS). Results: Results indicate that people using the conversational agent have a larger reduction in diabetes distress (M=-0.305, SD=0.865) than the control group (M=0.002, SD=0.743) and this difference is statistically significant (t(154)=2.377, p=0.019). A hypothesised mediation effect of "attitude to the social help program" was not observed. Conclusions: An automated conversational agent can deliver personalised psycho-education on dealing with (psycho-)social distress to people with diabetes and reduce diabetes distress more than a self-help book. Ethics Study Registration and Open Science: This study has been preregistered with the Open Science Foundation (osf.io/yb6vg) and has been accepted by the Human Research Ethics Committee - Delft University of Technology under application number 1130. The data and analysis script are available: https://surfdrive.surf.nl/files/index.php/s/4xSEHCrAu0HsJ4P.
RESUMO
ABSTRACT BACKGROUND: The longitudinal evaluation of students seems to be a better way to assess their knowledge compared with that of the traditional methods of evaluation, such as modular and final tests. Currently, progress testing is the most consolidated type of longitudinal testing method. However, despite being well consolidated as an assessment tool in medical education, the use of this type of test in residency programs is scarce. OBJECTIVES: This study aimed to investigate residents' knowledge growth regarding residency training and to describe the implementation of a longitudinal evaluation test in ophthalmological residency training across several medical schools in Brazil. Finally, the study aimed to check whether performance in the tests can be used as a predictor of the results of the specialist title test. DESIGN AND SETTING: This was a prospective observational study. This study was conducted using an online platform. METHODS: Online tests were developed following the same pattern as the Brazilian Ophthalmology Council specialist tests. All the residents performed the test simultaneously. The tests were conducted once a year at the end of the school year. RESULTS: A progress test was conducted across 13 services with 259 residents. Our results demonstrated that resident scores improved over the years (P < 0.0001) and had a moderate correlation with the Brazilian Opthalmology Council specialist test (P = 0.0156). CONCLUSION: The progress test can be considered a valuable tool to assess knowledge, meaning their knowledge increased over residency training. In addition, it can be used as a predictor of the result in the specialist title test.
RESUMO
The detection of testosterone and its precursors' abuse in antidoping sports analysis is based on the longitudinal evaluation of markers of the urinary endogenous steroid profile. A Bayesian statistical approach is applied, allowing the establishment of credible intervals of the selected parameters for every athlete. Samples showing values outside the acceptable boundaries are selected for additional confirmation by isotope ratio mass spectrometric (IRMS) analysis. The alterations of the IRMS values last longer than the alterations of the steroid profile. Then the application of IRMS to a larger number of samples, at a screening level, would presumably allow detection of additional positive cases. The steroid profile and IRMS data can be treated using the same Bayesian inference procedure. In nonsports population, we have demonstrated the stability of IRMS data. In this work, we studied the variability of these data in real conditions, in samples collected on athletes subjected to antidoping analyses over the years. The data obtained confirmed previous observations and the applicability of the proposed approach. The results of cases where confounding factors of the steroid profile were reported are discussed, showing that in most of the cases no significant changes are observed over the absolute delta values. Changes in diet may significantly change the absolute delta values but not the ones relative to endogenous reference compounds. Finally, a case that could have been evaluated as normal with the current approach without a thorough review of the data was detected as positive by the proposed approach, demonstrating the benefit of its application.
Assuntos
Dopagem Esportivo , Humanos , Dopagem Esportivo/prevenção & controle , Teorema de Bayes , Isótopos/análise , Testosterona/análise , Esteroides/análise , Detecção do Abuso de Substâncias/métodosRESUMO
BACKGROUND: Restrictions due to Coronavirus disease 2019 (COVID-19) has produced a large number of effects on mental health, which are expected to endure over time. In this study, we assessed depressive symptom levels before the COVID-19 pandemic, from January 2018 to December 2019, and during the pandemic in Italy in 2020. METHODS: We used the Patient Health Questionnaire-2 (PHQ-2), which is a screening instrument devised to detect probable depression and which has been annually administered in the framework of the Italian Behavioural Risk Factor Surveillance System since 2008. Depressive symptoms were assessed in a sample of 41,362 18-64-year-old adults surveyed in 2018-2019 and in a sample of 14,612 adults surveyed in 2020. RESULTS: The prevalence of depressive symptoms increased from 6.1% (95% CI 5.8%-6.4%) in 2018-2019 to 7.1% (95% CI 5.6%-8.6%) in March-April 2020. It then declined in May-June to 4.4% (95% CI 3.2%-5.5%) but in July-August it once again increased to 8.2% (95% CI 6.0%-10.4%) and, finally, gradually returned above the pre-lockdown level by November-December 2020 (5.9%; 95% CI 4.7%-7.1%). Compared to before the health crisis, during the pandemic, women and individuals with financial difficulties were found to have a significantly higher risk of depressive symptoms while younger, individuals with a higher education and those living in South Italy became increasingly vulnerable. CONCLUSIONS: While the average response to the pandemic was one of resilience over time, women and younger individuals were found to be particularly prone to the risk of depressive symptoms, as a result of the pandemic. In future investigations, the risk of individuals living in the South of Italy should also be taken into consideration.
Assuntos
COVID-19 , Adulto , Ansiedade/epidemiologia , COVID-19/epidemiologia , Controle de Doenças Transmissíveis , Depressão/epidemiologia , Depressão/etiologia , Feminino , Humanos , Itália/epidemiologia , Pandemias , SARS-CoV-2RESUMO
OBJECTIVE: To describe the trend in costs over 10 years for tertiary-level neonatal care of infants born 220/7-286/7 weeks of gestation during an ongoing Canadian national quality improvement project. STUDY DESIGN: Clinical characteristics, outcomes, and third-party payor costs for the tertiary neonatal care of infants born 220/7-286/7 weeks of gestation between the years 2010 and 2019 were analyzed from the Canadian Neonatal Network database. Costs were estimated using resource use data from the Canadian Neonatal Network and cost inputs from hospitals, physician billing, and administrative databases in Ontario, Canada. Cost estimates were adjusted to 2017 Canadian dollars (CAD). A generalized linear mixed-effects model with gamma regression was used to estimate trends in costs. RESULTS: Between 2010 and 2019, the number of infants born <24 weeks of gestation increased from 4.4% to 7.7%. The average length of stay increased from 68 days to 75 days. Unadjusted average ± SD total costs per neonate were $120 717 ± $93 062 CAD in 2010 and $132 774 ± $93 161 CAD in 2019. After adjustment for year, center, and gestation, total costs and length of stay increased significantly, by $13 612 CAD (P < .01) and 8.1 days (P < .01) over 10 years, respectively; whereas costs accounting for LOS remained stable. CONCLUSIONS: The total costs and length of stay for infants 220/7-286/7 weeks of gestation have increased over the past decade in Canada during an ongoing national quality improvement initiative; however, there was an increase in the number and survival of neonates at the age of periviability.
Assuntos
Doenças do Prematuro , Terapia Intensiva Neonatal , Canadá , Feminino , Idade Gestacional , Humanos , Lactente , Recém-Nascido , Recém-Nascido Prematuro , Unidades de Terapia Intensiva Neonatal , Ontário , Gravidez , Estudos RetrospectivosRESUMO
Aim: We performed longitudinal evaluations of the neurocognitive status in glioma patients to describe possible variations over the course of illness. Materials and methods: Glioma patients underwent a complete battery of standardized neuropsychological tests pre-radiotherapy at 6, 12 and 24 months. Results: We enrolled 130 patients, 67.7% of whom had a deficit in at least one cognitive domain. The most affected domains included executive function (n = 68, 52.3%), long-term memory (n = 46, 35.3%) and short-term memory (n = 39, 30%). At follow-up, cognitive status worsened in 31.5%, remained unchanged in 38.4% and improved in 30.1% of patients. Conclusion: This is one of few studies investigating longitudinal neurocognitive status in a wide sample of patients to monitor neuropsychological changes due to tumor progression and treatment administration.
Malignant gliomas are brain tumors with dismal prognosis that can affect patients' neurocognitive status. We performed longitudinal neuropsychological assessments to describe variations due to illness progression and treatment administration. Patients underwent a battery of standardized neuropsychological tests tapping into different cognitive domains (memory, attention, abstract reasoning, executive functions, learning), pre-radiotherapy and at 6, 12 and 24 month follow-up. We enrolled 130 patients, and almost 70% of them had at least one cognitive deficit. The most affected domains were executive function and long- and short-term memory. At follow-up assessments, cognitive status worsened in one-third of patients, whereas it remained unchanged or improved in two-thirds of patients. This is one of few longitudinal studies investigating cognitive function in a large sample of patients to monitor changes along the illness course.
Assuntos
Neoplasias Encefálicas , Glioma , Neoplasias Encefálicas/complicações , Neoplasias Encefálicas/patologia , Neoplasias Encefálicas/terapia , Cognição , Glioma/complicações , Glioma/patologia , Glioma/terapia , Humanos , Testes NeuropsicológicosRESUMO
PURPOSE: Simple renal cysts are common benign lesions that arise from the renal parenchyma. Cyst growth can lead to confusion as well as concern from patients and referring providers about the need for imaging follow-up or additional evaluation. The purpose of this study was to evaluate the natural history of simple renal cysts and determine the best metric to characterize cyst evolution. METHODS: 222 simple renal cysts in 182 adults (age = 58.4 ± 6.0 years) were longitudinally evaluated on non-contrast CT examinations over a mean interval of 7.5 ± 2.8 years. Axial long axis, surface area, and volume were evaluated at baseline and follow-up CT examinations. Absolute and percent annualized growth rates were computed between CT studies for each parameter. RESULTS: At baseline CT examinations, mean (± SD) axial long axis, surface area, and volume measurements were 2.5 ± 1.7 cm, 2.5 ± 4.5 cm2, and 17.6 ± 52.5 ml, respectively. On follow-up examinations, measurements were 3.4 ± 2.0 cm, 4.2 ± 5.9 cm2, and 34.4 ± 92.3 ml, respectively. Significant differences (p < 0.01) were found between baseline and follow-up values for each parameter. The absolute growth rate of each parameter was + 0.1 ± 0.1 cm/year, + 2.1 ± 3.4 cm2/year, and + 2.0 ± 5.6 ml/year, respectively. The percent annualized growth rate for each parameter was +6.5 ± 7.3%/year, +18 ± 24%/year, and +46 ± 100%/year, respectively. Overall, 86% (190/222) of cysts increased in size over time; most notably 78% (174/222) increased by ≥ 6% in volume per year. None of the simple cysts developed septations or solid components on follow-up examinations. CONCLUSION: The majority of simple renal cysts increase in size over time, which was not associated with the development of complex features. Surface area and volume are the parameters most indicative of cyst growth or regression over time. In patients with enlarging asymptomatic simple renal cysts, no follow-up imaging is indicated.
Assuntos
Cistos , Doenças Renais Císticas , Neoplasias Renais , Adulto , Cistos/diagnóstico por imagem , Humanos , Rim/patologia , Doenças Renais Císticas/diagnóstico por imagem , Doenças Renais Císticas/patologia , Pessoa de Meia-Idade , Estudos Retrospectivos , Tomografia Computadorizada por Raios X/métodosRESUMO
The aim of this study is to compare patient-reported cosmesis and satisfaction outcomes between lateral retroperitoneoscopic adrenalectomy (LRA), laparoendoscopic single site and reduced port adrenalectomy (LESS/RP-A) and lateral transperitoneal laparoscopic adrenalectomy (LTA). A total of 26, 86 and 50 patients who underwent LRA, LESS/RP-A and LTA were included in the study. All LESS/RP-A cases were performed taking the transumbilical approach. We mailed a questionnaire to all patients 1, 3, 6, 9 and 12 months after operation. Questionnaires inquiring about cosmesis (0: very ugly, 10: very beautiful) on the basis of a visual analogue scale were administered. The mean scores of cosmesis at postoperative months 1, 3, 6, 9 and 12 were 7.11, 7.00, 6.57, 5.25 and 5.46 for the LRA group, 8.43, 8.86, 8.95, 8.46 and 9.09 for the LESS/RP-A group and 7.18, 7.74, 7.58, 7.44 and 8.09 for the LTA group. The difference in cosmesis score between the LRA and LESS/RP-A groups gradually increased after surgery, and the cosmesis score for the LRA group was significantly lower at every postoperative point. The difference in cosmesis score between the LRA and LTA groups gradually increased after surgery, and the cosmesis score for the LRA group was significantly lower at postoperative months 9 (p = 0.015) and 12 (p = 0.002). This study is the first comprehensive longitudinal analysis of patient-reported cosmesis outcomes between LRA, LESS/RP-A and LTA. LRA was the surgical procedure that resulted in lower cosmesis scores when compared with those following the LESS/RP-A and LTA procedures.
Assuntos
Neoplasias das Glândulas Suprarrenais , Laparoscopia , Neoplasias das Glândulas Suprarrenais/cirurgia , Adrenalectomia/métodos , Humanos , Laparoscopia/métodos , Medição da Dor , Período Pós-OperatórioRESUMO
PURPOSE: To analyze the trifecta outcome (continence, potency, and cancer control) longitudinally using robot-assisted laparoscopic radical prostatectomy (RARP). METHOD: We prospectively obtained 1-year longitudinal Expanded Prostate Cancer Index Composite (EPIC) data (preoperative and at 3, 6, 9, and 12 months after RARP) from 291 patients who underwent RARP by a single surgeon. Continence was defined as the use of 'zero or one pads'. Potency was defined as the ability to achieve and maintain satisfactory erections firm enough for sexual activity or sexual intercourse. Continence and potency were subjectively determined from patient-reported outcomes (EPIC question nos. 5 and 18). The biochemical recurrence (BCR) rate was defined as two consecutive PSA levels of > 0.2 ng/mL after RARP. Outcomes of the pentafecta were complications and positive surgical margins combined with the trifecta outcomes. RESULTS: Trifecta was achieved in 4.6, 5.6, 8.1, and 9.6% of all patients at 3, 6, 9, and 12 months, respectively. Pentafecta rates were 2.3, 3.0, 5.1, and 6.1%, respectively. Trifecta rates in the nerve-sparing (NS) group were 12.5, 12.7, 18.9, and 23.6%, respectively. The BCR-free rates maintained a high level and were 94.4, 93.9, 93.9, and 90.9%, respectively. Continence rates were improved to 55.2, 75.5, 81.6, and 85.0%, while the potency rate was extremely low at 7.5, 7.8, 9.8, and 10.9%. Even in the NS group, potency rates remained low at 18.1, 18.6, 21.9, and 26.1%, respectively. CONCLUSION: This longitudinal analysis of trifecta outcomes may be beneficial and should be used when counseling patients with clinically localized PCa.
Assuntos
Disfunção Erétil , Laparoscopia , Neoplasias da Próstata , Procedimentos Cirúrgicos Robóticos , Robótica , Incontinência Urinária , Disfunção Erétil/etiologia , Humanos , Japão/epidemiologia , Laparoscopia/efeitos adversos , Masculino , Prostatectomia/efeitos adversos , Neoplasias da Próstata/complicações , Procedimentos Cirúrgicos Robóticos/efeitos adversos , Resultado do Tratamento , Incontinência Urinária/epidemiologia , Incontinência Urinária/etiologiaRESUMO
PURPOSE: Area Health Education Centers work with community partners to prepare a diverse, primary care workforce particularly among rural and underserved communities. We set out to assess our impact on the physician workforce across a multitude of short-term, intermediate, and long-term benchmarks METHOD: We used a comprehensive evaluation scaffolding to assess benchmarks of success across the workforce pipeline including short-term (i.e. pre-medical intent to pursue a health career or medical students' intent to practice in primary care), intermediate (college matriculation and primary care residency match rates) and longterm measures (licensure and medical practice location of program participants). RESULTS: We identified significant findings in each part of the AHEC program continuum. Among our alumni, we found a significant increase in the pre-medical learner's intent to pursue a health care career. Among medical students, we found a significant increase in intent to practice in primary care, rural areas, and medically underserved communities and a high rate of primary care residency match (compared to peers). Approximately one-third of licensed physicians are now practicing medicine serve in an underserved community CONCLUSIONS: Our findings confirm the value of longitudinal evaluation on confirming that participation in an AHEC supported program strengthen the physician workforce development.
Assuntos
Médicos , Serviços de Saúde Rural , Estudantes de Medicina , Mão de Obra em Saúde , Humanos , Área Carente de Assistência Médica , Avaliação de Programas e Projetos de SaúdeRESUMO
Within COVID-19 there is an urgent unmet need to predict at the time of hospital admission which COVID-19 patients will recover from the disease, and how fast they recover to deliver personalized treatments and to properly allocate hospital resources so that healthcare systems do not become overwhelmed. To this end, we have combined clinically salient CT imaging data synergistically with laboratory testing data in an integrative machine learning model to predict organ-specific recovery of patients from COVID-19. We trained and validated our model in 285 patients on each separate major organ system impacted by COVID-19 including the renal, pulmonary, immune, cardiac, and hepatic systems. To greatly enhance the speed and utility of our model, we applied an artificial intelligence method to segment and classify regions on CT imaging, from which interpretable data could be directly fed into the predictive machine learning model for overall recovery. Across all organ systems we achieved validation set area under the receiver operator characteristic curve (AUC) values for organ-specific recovery ranging from 0.80 to 0.89, and significant overall recovery prediction in Kaplan-Meier analyses. This demonstrates that the synergistic use of an artificial intelligence (AI) framework applied to CT lung imaging and a machine learning model that integrates laboratory test data with imaging data can accurately predict the overall recovery of COVID-19 patients from baseline characteristics.
RESUMO
OBJECTIVE: To evaluate the frequency of sexual intercourse and sexual activity of patients after nerve-sparing (NS) robot-assisted laparoscopic radical prostatectomy (RARP). PATIENTS AND METHODS: We prospectively obtained 2-years longitudinal Expanded Prostate Cancer Index Composite (EPIC) and Sexual Health Inventory for Men (SHIM) score data from 99 patients. We classified the frequency of sexual intercourse and sexual activity as 'none', 'less than once a week', 'about once a week', 'several times a week', and 'daily'. RESULTS: The percentages of patients who took part in sexual activity before and at 3, 6, 9, 12, 18, and 24 months after NS RARP were 55.6%, 27.9%, 38.8%, 42.5%, 44.4%, 41.7%, and 42.1%, respectively. The percentages of patients who took part in sexual intercourse before and at 3, 6, 9, and 12, 18, and 24 months after NS RARP were 41.4%, 9.0%, 13.3%, 16.3%, 16.7%, 22.2%, and 23.7%, respectively. Preoperative sexual status was classified into two groups: those who had sexual intercourse or those who only had sexual activity except sexual intercourse. Sexual function (SF) was investigated longitudinally using the EPIC and SHIM data between the two groups. The SHIM data showed an improvement in SF in the sexual intercourse group, but did not do so in the sexual activity except sexual intercourse group. On the other hand, SF in the EPIC data might reflect the postoperative improvement of SF in the sexual activity except sexual intercourse group. CONCLUSION: There was a large discrepancy between the percentages of patients taking part in sexual intercourse and sexual activity; therefore, surveys of postoperative SF are recommended to include not only sexual intercourse but also sexual activity.
Assuntos
Prostatectomia , Neoplasias da Próstata/cirurgia , Comportamento Sexual/estatística & dados numéricos , Idoso , Coito , Humanos , Laparoscopia , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Tratamentos com Preservação do Órgão , Nervos Periféricos , Período Pós-Operatório , Período Pré-Operatório , Prostatectomia/métodos , Procedimentos Cirúrgicos Robóticos , Inquéritos e Questionários , Fatores de TempoRESUMO
INTRODUCTION: There is increasing interest in evaluating the quality of life of patients with cortisol-producing adrenocortical adenoma (CPA). Our objective was to assess patient-reported health-related quality of life (HRQOL) in patients with CPA compared to non-CPA. METHODS: Between January 2012 and September 2015, a total of 24 and 62 patients who had laparoscopic adrenalectomy with CPA and non-CPA, respectively, were included in the study. General HRQOL was evaluated on Short Form 8 (SF-8) questionnaire. The SF-8 questionnaire was administered at preoperative baseline and at 3, 6, 9, 12, 18, and 24 months after adrenalectomy. The impact of changing 2 measures of the summary score on the physical component summary (PCS) and mental component summary (MCS) score of SF-8 was evaluated in prospective and longitudinal studies. RESULTS: The baseline PCS score was significantly lower in the CPA than in the non-CPA group (43.6 vs. 49.0; p = 0.0075). Thereafter, the PCS score was significantly lower in the CPA group at 3, 6, 9, and 12 months postoperatively. The PCS score increased in the CPA group with no significant difference between both groups at 18 months (48.1 vs. 50.2; p = 0.1202) and 24 months (48.0 vs. 50.8; p = 0.3625) postoperatively. However, the baseline MCS score was not significantly different between the CPA and non-CPA group. The MCS score in both groups gradually increased with no significant differences between the groups at any time points after surgery. The PCS score was not significantly improved at all postoperative points than the baseline score in the CPA and non-CPA group. The MCS score was significantly improved than the baseline score from 6 months postoperatively only in the CPA group. CONCLUSION: Our research suggests that laparoscopic adrenalectomy may contribute to improving the physical and mental function in HRQOL.
Assuntos
Adenoma/metabolismo , Adenoma/cirurgia , Neoplasias das Glândulas Suprarrenais/metabolismo , Neoplasias das Glândulas Suprarrenais/cirurgia , Adrenalectomia/métodos , Hidrocortisona/biossíntese , Laparoscopia , Qualidade de Vida , Adulto , Idoso , Feminino , Humanos , Estudos Longitudinais , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , AutorrelatoRESUMO
INTRODUCTION: Neuropsychiatric (NP) manifestations occur mostly in the early phases of the systemic lupus erythematosus (SLE) course. Nonspecific alterations are evident in conventional brain magnetic resonance imaging (MRI), regardless of clinically overt NP symptoms. The main aims of this study were to assess the prevalence of MRI abnormalities in newly diagnosed SLE, and to evaluate the impact of MRI changes during follow-up (FU) and the clinical course of NP symptoms. MATERIALS AND METHODS: Newly diagnosed SLE patients with a baseline brain MRI and with available repeated MRI during FU were retrospectively evaluated. White-matter lesions and atrophy were recorded, comparing NPSLE and non-NPSLE patients. Cox proportional hazard models were used to compare NP events during FU with MRI data. RESULTS: Forty-four patients were included, 22 with NP events attributed to SLE. The baseline MRI scan was abnormal in 21 patients (47.73%). New NP events occurred in 17 patients, and worsening was found in repeated MRIs in 12 (27.27%). A worsening of MRI was associated with higher occurrence of new NP events during FU (adjusted hazard ratio 3.946 (1.175-13.253)). CONCLUSION: Baseline MRI is useful in patients with an early diagnosis of SLE, allowing comparison with subsequent scans. In our study, radiological worsening of repeated brain MRI was associated with new NP events.
Assuntos
Encéfalo/patologia , Lúpus Eritematoso Sistêmico/patologia , Vasculite Associada ao Lúpus do Sistema Nervoso Central/patologia , Substância Branca/patologia , Adulto , Atrofia , Feminino , Humanos , Lúpus Eritematoso Sistêmico/complicações , Lúpus Eritematoso Sistêmico/diagnóstico por imagem , Imageamento por Ressonância Magnética , Masculino , Estudos Retrospectivos , Adulto JovemRESUMO
The neuropsychological deficits in attention-deficit/hyperactivity disorder (ADHD) may present clinical features similar to mild and/or major neurocognitive disorder and may act as a confounding factor, making it difficult to detect cognitive decline. In this paper, we present the results of longitudinal neuropsychological evaluations in two elderly women with ADHD. Three neuropsychological assessments were performed in two women with ADHD (60 and 77 years old) between 2010 and 2013 at intervals varying from 12 to 15 months. We used structural magnetic resonance imaging to rule out significant abnormalities that could account for cognitive impairment. The results showed two different cognitive profiles with fluctuations in performance over these 2 years, sometimes with improvement and sometimes with decline of some functions such as attention, memory, inhibitory control, and reaction time. To minimize confounding aspects of these fluctuations in clinical practice, we used a longer follow-up with the application of a reliable change index and a minimum of three spaced assessments to provide a more consistent baseline cognitive profile. Our findings did not indicate a consistent cognitive decline, suggesting a less pessimistic perspective about cognitive impairments that could be a prodrome of ADHD-related dementia.