Your browser doesn't support javascript.
loading
Mostrar: 20 | 50 | 100
Resultados 1 - 20 de 1.001
Filtrar
1.
BMC Health Serv Res ; 24(1): 1079, 2024 Sep 17.
Artículo en Inglés | MEDLINE | ID: mdl-39285300

RESUMEN

BACKGROUND: In Germany, the telephone patient service 116,117 for callers with non-life-threatening health issues is available 24/7. Based on structured initial assessment, urgency and placement of suitable medical care offer have been offered since 2020. The service has been in increasing demand for several years: Depending on time and residence, this can result in longer waiting times. METHODS: Prospective, two-armed cohort study with two intervention groups and one control group, alternating between blinding and unblinding for employees of 116,117 regarding prioritization status. Two interventions based on automated voice dialogues (1: Simple self-rating tool, 2: Automated brief query of emergency symptoms). In case of high level of urgency, callers are prioritized. Validation of urgency and need for care is carried out routinely based on structured initial assessment. DISCUSSION: By creating and providing a largely reproducible documentation of the implemented solutions for a waiting queue management, the developed approach would be available for comparable projects in the German health care system or in the European context. This potentially leads to a reduction in the use of resources in the development of comparable technical solutions based on automated voice dialogs. TRIAL REGISTRATION: DRKS00031235, registered on 10th November 2023, https://drks.de/search/de/trial/DRKS00031235 .


Asunto(s)
Teléfono , Humanos , Estudios Prospectivos , Alemania , Urgencias Médicas , Listas de Espera , Triaje/métodos , Líneas Directas
2.
BMC Emerg Med ; 24(1): 149, 2024 Aug 18.
Artículo en Inglés | MEDLINE | ID: mdl-39155373

RESUMEN

BACKGROUND: Crowding has been a longstanding issue in emergency departments. To address this, a fast-track system for avoidable patients is being implemented in the Paediatric Emergency Department where our study is conducted. Our goal is to develop an optimized Decision Support System that helps in directing patients to this fast track. We evaluated various Machine Learning models, focusing on a balance between complexity, predictive performance, and interpretability. METHODS: This is a retrospective study considering all visits to a university-affiliated metropolitan hospital's PED between 2014 and 2019. Using information available at the time of triage, we trained several models to predict whether a visit is avoidable and should be directed to a fast-track area. RESULTS: A total of 507,708 visits to the PED were used in the training and testing of the models. Regarding the outcome, 41.6% of the visits were considered avoidable. Except for the classification made by triage rules, i.e. considering levels 1,2, and 3 as non-avoidable and 4 and 5 as avoidable, all models had similar results in model's evaluation metrics, e.g. Area Under the Curve ranging from 74% to 80%. CONCLUSIONS: Regarding predictive performance, the pruned decision tree had evaluation metrics results that were comparable to the other ML models. Furthermore, it offers a low complexity and easy to implement solution. When considering interpretability, a paramount requisite in healthcare since it relates to the trustworthiness and transparency of the system, the pruned decision tree excels. Overall, this paper contributes to the growing body of research on the use of machine learning in healthcare. It highlights practical benefits for patients and healthcare systems of the use ML-based DSS in emergency medicine. Moreover, the obtained results can potentially help to design patients' flow management strategies in PED settings, which has been sought as a solution for addressing the long-standing problem of overcrowding.


Asunto(s)
Servicio de Urgencia en Hospital , Triaje , Humanos , Triaje/métodos , Estudios Retrospectivos , Niño , Preescolar , Aprendizaje Automático , Aglomeración , Femenino , Masculino , Lactante , Sistemas de Apoyo a Decisiones Clínicas , Adolescente
3.
Cureus ; 16(7): e64439, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-39139348

RESUMEN

There are two commonly used scoring systems to evaluate recovery from general anaesthesia (GA): the Modified Aldrete Score (MAS) and the Fast-Track Criteria (FTC). Recently, concerns have been expressed about the safety and effectiveness of the Aldrete scoring system due to its exclusion of an assessment for pain or nausea, which can exacerbate recovery from surgery and anaesthesia and cause many patients to experience these side effects. FTC was created to evaluate post-operative nausea vomiting, and pain in order to assess recovery from GA. More data are needed to compare these scoring criteria in low-income countries like India. Understanding how these scores can be effectively utilised in our settings is crucial for ensuring the timely transfer of patients from the operating theatre to the Post-anaesthesia Care Unit and, subsequently, to the ward. This review aims to evaluate the available literature on MAS and FTC and compare their effectiveness. It was found that FTC is more appropriate for outpatient or day surgery procedures where rapid throughput and patient comfort are a priority. MAS, in itself, is very good for a low-income country like India. However, the addition of FTC can only enhance patient care if resources are made available. MAS can ensure consistency and efficiency in the discharge process, while using FTC can address broader recovery-related indicators and improve patient care. More research and modifications are further necessary.

4.
Artículo en Inglés | MEDLINE | ID: mdl-39183122

RESUMEN

The aim of this study was to determine whether implementing ERAS (Enhanced Recovery After Surgery) elements/protocols improves outcomes in orthognathic surgery (OGS) compared to conventional care. To achieve this, ERAS-specific perioperative elements were identified and literature on ERAS for OGS was systematically reviewed. Using PRISMA methodology and GRADE approach, 44 studies with 49 perioperative care elements (13 pre-, 15 intra-, 21 postoperative) were analyzed. While 39 studies focused on single elements, only five presented multimodal protocols, with three related to ERAS. Preoperative elements included antimicrobial and steroid prophylaxis and prevention of postoperative nausea and vomiting. Intraoperative aspects, especially anesthesiological, showed high evidence. Outcome parameters were heterogeneous: complications and postoperative pain were well-investigated with high evidence, while length of stay (LOS) and patient satisfaction received low to medium evidence. ICU LOS, healthcare costs, and readmission rates were underreported. The meta-analysis revealed significant results for pain reduction and trends towards fewer complications and shorter LOS in the ERAS group. Overall, ERAS protocols are not established in OMFS, particularly OGS. Further research is needed in pre- and postoperative care and standardized multimodal analgesia. The next step should be developing a comprehensive OGS protocol through a consensus conference and implementing it in clinical practice.

5.
Hip Int ; : 11207000241267977, 2024 Aug 27.
Artículo en Inglés | MEDLINE | ID: mdl-39189627

RESUMEN

PURPOSE: Concerns remain with regards to safety of fast-track (FT) and especially outpatient procedures. The purpose of this study was to compare complication rates and clinical outcomes of propensity-matched patients who received FT total hip arthroplasty (THA) in outpatient versus inpatient settings. The hypothesis was that 90-day postoperative complication rates of outpatient FT THA would not be higher than after inpatient FT THA. METHODS: This is a prospective study of consecutive patients who received FT THA at various rates of outpatient and inpatient surgery by 10 senior surgeons (10 centres). The decision between outpatient and inpatient surgery was made on a case-by-case basis depending on the surgeon and patient. All patients were followed until 90 days after surgery. Complications, readmissions and reoperations were collected, and their severity was assessed according to Clavien-Dindo. Patients completed Oxford Hip Score (OHS) at the latest follow-up. RESULTS: Compared to inpatient FT THA, patients scheduled for outpatient FT THA had no significant differences in 90-day postoperative complication rates (10.7% vs. 12.9%, p = 0.129). There were no significant differences between the 2 groups in 90-day readmission rates and reoperation rates, in severity of postoperative complications, and in time of occurrence of postoperative complications. CONCLUSIONS: There were no differences in rates of intraoperative complications, 90-day postoperative complications, readmissions, or reoperations between outpatient and inpatient FT THA. These findings may help hesitant surgeons to move towards outpatient THA pathways as there is no greater risk of early postoperative complications that could be more difficult to manage after discharge.

6.
Trials ; 25(1): 561, 2024 Aug 24.
Artículo en Inglés | MEDLINE | ID: mdl-39182133

RESUMEN

BACKGROUND: This randomized clinical trial protocol aimed to investigate the comparative efficacy of an enhanced recovery after surgery (ERAS) protocol versus traditional perioperative care programs in patients with intradural extramedullary spinal tumors. METHODS: The study included 180 patients aged 18-80 years, who were randomly assigned to two groups: Group A receiving traditional perioperative care and Group B receiving accelerated rehabilitation perioperative care. The nurse responsible for patient care was informed of the group assignment, but the patients themselves remained blinded to the intervention. The primary outcome measure was the Karnofsky Performance Scale score, which assessed functional status. The secondary outcomes included the Japanese Orthopedic Association Scale, Numeric Pain Rating Scale, length of postoperative hospital stay, duration of urethral catheterization, patient satisfaction questionnaire, and complication rates. Follow-up assessments were conducted telephonically 1 month, 3 months, and 6 months after the surgery. DISCUSSION: This study protocol provided a structured approach to assess the potential benefits of ERAS during the perioperative period for patients with intradural extramedullary tumors, aiming to improve patient outcomes and overall care efficiency. TRIAL REGISTRATION: This study has been registered with the China Clinical Trials Registry (Project No: ChiCTR2200063347). Registered on September 5 2022.


Asunto(s)
Recuperación Mejorada Después de la Cirugía , Neoplasias de la Médula Espinal , Humanos , Persona de Mediana Edad , Anciano , Adulto , Adolescente , Neoplasias de la Médula Espinal/cirugía , Neoplasias de la Médula Espinal/rehabilitación , Adulto Joven , Masculino , Femenino , Resultado del Tratamiento , Anciano de 80 o más Años , Ensayos Clínicos Controlados Aleatorios como Asunto , Atención Perioperativa/métodos , Factores de Tiempo , Recuperación de la Función , Estudios Multicéntricos como Asunto , China , Tiempo de Internación , Estado Funcional , Estado de Ejecución de Karnofsky , Satisfacción del Paciente
7.
J Thorac Dis ; 16(7): 4165-4173, 2024 Jul 30.
Artículo en Inglés | MEDLINE | ID: mdl-39144305

RESUMEN

Background: Enhanced recovery after surgery (ERAS) is a perioperative care protocol, which was introduced several years ago and has gained increasing importance in thoracic surgery. The aim of this study was to provide guidance through clinical implementation and to identify factors for better compliance. Methods: This prospective cohort study collected data between July 2021 and June 2022 at the Department of Thoracic Surgery (University Hospital Regensburg, Germany). A modified enhanced recovery after thoracic surgery (ERATS) protocol with recommendations covering the pre-, intra- and postoperative phases was established and followed. The primary objective was to evaluate the implementation of the ERATS protocol. Secondary, specific and clinically relevant recommendations were analyzed regarding their compliance. Results: The study included 139 patients undergoing elective lung resections. Many ERATS recommendations were already part of standard perioperative care, including perioperative antibiotics, venous thromboembolism prophylaxis and intraoperative warming. Other measures such as anemia management, carbohydrate loading or chest drain management were updated or newly established and standardized according to our ERATS protocol. The recommendations emphasizing early postoperative mobilization were found to be crucial. We identified three groups with significantly different compliance rates: (I) patient-dependent measures which require active participation (49.3%); (II) treatment measures requiring interdisciplinary consensus (85.8%); and (III) surgical measures (88%). Conclusions: The implementation and continuous evaluation of our perioperative ERATS protocol led to a new categorization of targeted measures into three groups with actors of different competencies. The new grouping enables gradual implementation and a step-by-step targeted approach in order to achieve a higher compliance of ERATS in the future as well as long-term sustainability.

8.
Front Med (Lausanne) ; 11: 1440725, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39170043

RESUMEN

Slavic populations, such as those in Poland, are considered to have a low prevalence of giant cell arteritis (GCA), although epidemiological data are sparse. The study aimed to compare the reported frequency of GCA in various regions of Poland and analyze the differences between them. We conducted a multicenter, retrospective study of all GCA patients included in the POLVAS registry-the first large multicenter database of patients with vasculitis in Poland. The data from the POLVAS registry were compared with the reported prevalence provided by national insurers from the corresponding regions. A 10-fold increase in the diagnostic rates of GCA was observed in Poland between 2008 and 2019, reaching 8.38 per 100,000 population > 50 years old. It may be attributed to increased interest accompanied by improved diagnostic modalities with the introduction of ultrasound-based, fast-track diagnostic pathways in some centers. However, regional inequities are present, resulting in 10-fold differences (from 2.57 to 24.92) in reported prevalence between different regions. Corticosteroid (CS) monotherapy was the main stem of treatment. Further cooperation and education are needed to minimize regional inequities. This observational study suggests some potential for further increase of the recognizability of GCA and wider use of other than CS monotherapy treatment regimens. We hope that the Polish experience might be interesting and serve as some guidance for the populations where GCA is underdiagnosed.

9.
Pak J Med Sci ; 40(7): 1326-1331, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-39092035

RESUMEN

Objectives: This study aimed to compare fast-track surgery (FTS) and traditional perioperative care protocols in laparoscopic gynecological surgeries, assessing their impact on length of stay (LOS), recovery time, and postoperative complications. Methods: A case-control retrospective study was conducted at Suzhou Hospital of Integrated Chinese and Western Medicine, involving 167 patients undergoing laparoscopic gynecological surgery from June 2021 to June 2023. Of them, 81 patients underwent surgery based on the FTS protocol (FTS group) and 86 patients received a traditional perioperative management (control group). Patients in both groups underwent gynecologic laparoscopic procedures, including uterine, ovarian and tubal surgeries. Data were collected on general patients' characteristics, including age, BMI, surgery type and time, intestinal recovery and out-of-bed activity time, LOS, pain levels, and postoperative complications. Wilcoxon rank sum test with continuity correction was used to assess the difference in operative characteristics and postoperative pain levels. Fisher's exact test was used to assess the difference in overall frequency of postoperative complications between groups. Results: Patients in the FTS group exhibited faster intestinal recovery, shorter mobilization time, and reduced LOS compared to the control group. Pain levels were significantly lower at one, six and twelve hours post-surgery in the FTS group. Overall, the proportion of postoperative complications was significantly lower in the FTS group than in the control group. Conclusions: Implementing the FTS protocol in laparoscopic gynecological surgeries for benign conditions can reduce LOS, accelerate recovery, and minimize pain without increasing postoperative complications. Further research with more diverse patient populations is warranted to validate these findings.

10.
Artículo en Inglés | MEDLINE | ID: mdl-39105846

RESUMEN

PURPOSE: Muscular deficits as part of severe osteoarthritis of the hip may persist for up to two years following total hip arthroplasty (THA). No study has evaluated the mid-term benefit of a modified enhanced-recovery-after-surgery (ERAS) concept on muscular strength of the hip in detail thus far. We (1) investigated if a modified ERAS-concept for primary THA improves the mid-term rehabilitation of muscular strength and (2) compared the clinical outcome using validated clinical scores. METHODS: In a prospective, single-blinded, randomized controlled trial we compared patients receiving primary THA with a modified ERAS concept (n = 12, ERAS-group) and such receiving conventional THA (n = 12, non-ERAS) at three months and one year postoperatively. For assessment of isokinetic muscular strength, a Biodex-Dynamometer was used (peak-torque, total-work, power). The clinical outcome was evaluated by using clinical scores (Patient-Related-Outcome-Measures (PROMs), WOMAC-index (Western-Ontario-and-McMaster-Universities-Osteoarthritis-Index), HHS (Harris-Hip-Score) and EQ-5D-3L-score. RESULTS: Three-months postoperatively, isokinetic strength (peak-torque, total-work, power) and active range of motion was significantly better in the modified ERAS group. One year postoperatively, the total work for flexion was significantly higher than in the Non-ERAS group, whilst peak-torque and power did not show significant differences. Evaluation of clinical scores revealed excellent results at both time points in both groups. However, we could not detect any significant differences between both groups in respect of the clinical outcome. CONCLUSION: With regard to muscular strength, this study supports the implementation of an ERAS concept for primary THA. The combination with a modified ERAS concept lead to faster rehabilitation for up to one-year postoperatively, reflected by significant higher muscular strength (peak-torque, total-work, power). Possibly, because common scores are not sensitive enough, the results are not reflected in the clinical outcome. Further larger randomized controlled trials are necessary for long-term evaluation.

11.
World J Surg Oncol ; 22(1): 204, 2024 Jul 30.
Artículo en Inglés | MEDLINE | ID: mdl-39080619

RESUMEN

OBJECTIVE: This study seeks to explore the impact of fast track surgery (FTS) with three-port in patients treated with laparoscopic radical cystectomy and ileal conduit on postoperative recovery, hospital stay and the complications. METHODS: This retrospective study analyzed 230 patients with invasive bladder cancer who underwent laparoscopic radical cystectomy at the Second Hospital of Anhui Medical University between December 2011 to January 2023. 50 patients received conventional surgery (CS) and 180 patients received FTS with three-port. Patients were assessed for time to normal diet consumption, time to passing first flatus, number of postoperative recovery days and complications. Trends of serum C-reactive protein levels were monitored preoperatively and on postoperative days 1, 3 and 7. RESULTS: Patients who underwent FTS with three-port had a shorter duration to first flatus (P < 0.05). And number of postoperative hospital days and the length of hospital stay were notably shorter in contrast to the CS group (P < 0.05). Serum CRP levels on postoperative day 7 were markedly reduced in those of the FTS group compared to the CS group (P < 0.05). Those of the CS group experienced more frequent rates of complications compared to those of the FTS with three-port group (P < 0.05). CONCLUSION: Our findings demonstrate that the FTS with three-port program hastens postoperative recovery and reduces duration of hospital stay. It is safer and more effective than the CS program in the Chinese population undergoing laparoscopic radical cystectomy.


Asunto(s)
Cistectomía , Laparoscopía , Tiempo de Internación , Complicaciones Posoperatorias , Neoplasias de la Vejiga Urinaria , Derivación Urinaria , Humanos , Cistectomía/métodos , Cistectomía/efectos adversos , Neoplasias de la Vejiga Urinaria/cirugía , Neoplasias de la Vejiga Urinaria/patología , Masculino , Laparoscopía/métodos , Laparoscopía/efectos adversos , Femenino , Estudios Retrospectivos , Derivación Urinaria/métodos , Persona de Mediana Edad , Tiempo de Internación/estadística & datos numéricos , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Anciano , Estudios de Seguimiento , Pronóstico , Atención Perioperativa/métodos , China/epidemiología
12.
Medicina (Kaunas) ; 60(7)2024 Jun 25.
Artículo en Inglés | MEDLINE | ID: mdl-39064465

RESUMEN

Background and Objectives: Dexmedetomidine, an alpha-2 agonist, is used as an adjunct to anesthesia in enhanced recovery after surgery (ERAS) programs. One of its advantages is the opioid-sparing effect which can facilitate early extubation and recovery. When the ERAS cardiac society was set in 2017, our facility was already using the ERAS program, in which the "fast-track Anesthesia" was facilitated by the intraoperative infusion of dexmedetomidine. Our objective is to share our experience and investigate the potential impact of intraoperative dexmedetomidine use as a part of the ERAS program on patient outcomes in elective cardiac surgery. Materials and Methods: An observational retrospective cohort study was conducted at a university hospital in Switzerland. The patients who underwent elective cardiac surgery with cardiopulmonary bypass between 1 June 2017 and 31 August 2018 were included in this analysis (n = 327). Regardless of the surgery type, all the patients received a standardized fast-track anesthesia protocol inclusive of dexmedetomidine infusion, reduced opioid dose, and parasternal nerve block. The primary outcome was the postoperative time when the criteria for extubation were met. Three groups were identified: group 0-(extubated in the operating room), group < 6 (extubated in less than 6 h), and group > 6 (extubated in >6 h). The secondary outcomes were adverse events, length of stay in ICU and in hospital, and total hospitalization costs. Results: Dexmedetomidine was well-tolerated, with no significant adverse events reported. Early extubation was performed in 187 patients (57%). Group 3 had a significantly longer length of stay in the ICU (median: 70 h vs. 25 h) and in hospital (17 vs. 12 days), and consequently higher total hospitalization costs (CHF 62,551 vs. 38,433) compared to the net data from the other two groups (p < 0.0001). Conclusions: Our findings suggest that dexmedetomidine can be safely used as part of the opioid-sparing anesthesia protocol in patients undergoing elective cardiac surgery with cardiopulmonary bypass with the potential to facilitate early extubation, shorter ICU and hospital stays, and reduced hospitalization costs.


Asunto(s)
Procedimientos Quirúrgicos Cardíacos , Dexmedetomidina , Recuperación Mejorada Después de la Cirugía , Humanos , Dexmedetomidina/administración & dosificación , Dexmedetomidina/uso terapéutico , Estudios Retrospectivos , Masculino , Femenino , Procedimientos Quirúrgicos Cardíacos/métodos , Persona de Mediana Edad , Anciano , Recuperación Mejorada Después de la Cirugía/normas , Estudios de Cohortes , Suiza , Tiempo de Internación/estadística & datos numéricos , Cuidados Intraoperatorios/métodos
13.
Clin Interv Aging ; 19: 1225-1233, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38974510

RESUMEN

Purpose: This study aimed to evaluate the impact of the Hip Fracture Fast-Track (HFFT) protocol, designed specifically for older patients at our hospital, which commenced on January 1, 2022, on the management of emergency department (ED) pain in older adults with hip fractures. Patients and Methods: Retrospective pre- and post-study data from electronic health records (EHR) at our hospital, using the International Classification of Diseases (ICD)-10 codes S72.0, S72.1, S72.8, and S72.9, were utilized. The study included patients aged 65 years or older who presented to the ED with low-energy, non-pathologic isolated hip fractures or proximal femur fractures. The pre-HFFT period included patients from January 1, 2020, to December 31, 2021, and the post-HFFT period included patients from January 1, 2022, to October 31, 2023. Data were compared for the proportion of patients undergoing pain evaluation in the ED, before discharge, time to first analgesia, number of patients receiving pain relief in the ED, and the use of fascia iliaca compartment blocks (FICBs) and pericapsular nerve group blocks (PENGBs). Results: The final analysis involved 258 patients, with 116 in the pre-protocol group and 142 in the post-protocol group. The rate of analgesic use increased significantly in the post-HFFT group (78 [67.24%] vs 111 [78.17%], P = 0.049). The rate of pain score screening at triage increased from 51.72% before the HFFT protocol to 86.62% post-HFFT protocol (p < 0.001). Compared with the pre-HFFT protocol, the post-HFFT protocol exhibited a higher rate of FICB (0% vs 14.08%, p < 0.001) and PENGB (0% vs 5.63%, p = 0.009) administration. Conclusion: The HFFT protocol's implementation was associated with improved ED pain evaluation and analgesic administration in older adults with hip fractures. These findings indicate that tailored protocols, such as the HFFT, hold promise for enhancing emergency care for this vulnerable population.


Asunto(s)
Servicio de Urgencia en Hospital , Fracturas de Cadera , Manejo del Dolor , Humanos , Servicio de Urgencia en Hospital/estadística & datos numéricos , Anciano , Femenino , Masculino , Manejo del Dolor/métodos , Estudios Retrospectivos , Anciano de 80 o más Años , Dimensión del Dolor , Bloqueo Nervioso/métodos , Protocolos Clínicos , Analgésicos/uso terapéutico
14.
BMC Med Inform Decis Mak ; 24(Suppl 4): 203, 2024 Jul 23.
Artículo en Inglés | MEDLINE | ID: mdl-39044277

RESUMEN

BACKGROUND: The frequency of hip and knee arthroplasty surgeries has been rising steadily in recent decades. This trend is attributed to an aging population, leading to increased demands on healthcare systems. Fast Track (FT) surgical protocols, perioperative procedures designed to expedite patient recovery and early mobilization, have demonstrated efficacy in reducing hospital stays, convalescence periods, and associated costs. However, the criteria for selecting patients for FT procedures have not fully capitalized on the available patient data, including patient-reported outcome measures (PROMs). METHODS: Our study focused on developing machine learning (ML) models to support decision making in assigning patients to FT procedures, utilizing data from patients' self-reported health status. These models are specifically designed to predict the potential health status improvement in patients initially selected for FT. Our approach focused on techniques inspired by the concept of controllable AI. This includes eXplainable AI (XAI), which aims to make the model's recommendations comprehensible to clinicians, and cautious prediction, a method used to alert clinicians about potential control losses, thereby enhancing the models' trustworthiness and reliability. RESULTS: Our models were trained and tested using a dataset comprising 899 records from individual patients admitted to the FT program at IRCCS Ospedale Galeazzi-Sant'Ambrogio. After training and selecting hyper-parameters, the models were assessed using a separate internal test set. The interpretable models demonstrated performance on par or even better than the most effective 'black-box' model (Random Forest). These models achieved sensitivity, specificity, and positive predictive value (PPV) exceeding 70%, with an area under the curve (AUC) greater than 80%. The cautious prediction models exhibited enhanced performance while maintaining satisfactory coverage (over 50%). Further, when externally validated on a separate cohort from the same hospital-comprising patients from a subsequent time period-the models showed no pragmatically notable decline in performance. CONCLUSIONS: Our results demonstrate the effectiveness of utilizing PROMs as basis to develop ML models for planning assignments to FT procedures. Notably, the application of controllable AI techniques, particularly those based on XAI and cautious prediction, emerges as a promising approach. These techniques provide reliable and interpretable support, essential for informed decision-making in clinical processes.


Asunto(s)
Artroplastia de Reemplazo de Cadera , Artroplastia de Reemplazo de Rodilla , Aprendizaje Automático , Medición de Resultados Informados por el Paciente , Humanos , Femenino , Anciano , Masculino , Persona de Mediana Edad , Vías Clínicas
15.
BMC Geriatr ; 24(1): 592, 2024 Jul 10.
Artículo en Inglés | MEDLINE | ID: mdl-38987709

RESUMEN

BACKGROUND: "Multidisciplinary fast-track" (MFT) care can accelerate recovery and improve prognosis after surgery, but whether it is effective in older people after hip fracture surgery is unclear. METHODS: We retrospectively compared one-year all-cause mortality between hip fracture patients at least 80 years old at our institution who underwent hip fracture surgery between January 2014 and December 2018 and who then received MFT or conventional care. Multivariable regression was used to assess the association between MFT care and mortality after adjustment for confounders. RESULTS: The final analysis included 247 patients who received MFT care and 438 who received conventional orthopedic care. The MFT group showed significantly lower one-year mortality (8.9% vs. 14.4%, P = 0.037). Log-rank testing of Kaplan-Meier survival curves confirmed the survival advantage. However, the two groups did not differ significantly in rates of mortality during hospitalization or at 30 or 90 days after surgery. Regression analysis confirmed that MFT care was associated with lower risk of one-year mortality (hazard ratio [HR] 0.47, 95% confidence interval [CI] 0.281-0.788, P = 0.04), and the survival benefit was confirmed in subgroups of patients with anemia (HR 0.453, 95% CI 0.268-0.767, P = 0.003) and patients with American Society of Anesthesiologists grade III (HR 0.202, 95% CI 0.08-0.51, P = 0.001). CONCLUSIONS: MFT care can reduce one-year mortality among hip fracture patients at least 80 years old. This finding should be verified and extended in multi-center randomized controlled trials.


Asunto(s)
Fracturas de Cadera , Humanos , Fracturas de Cadera/mortalidad , Fracturas de Cadera/cirugía , Masculino , Femenino , Anciano de 80 o más Años , Estudios Retrospectivos , Grupo de Atención al Paciente
16.
HIV AIDS (Auckl) ; 16: 259-273, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-39006217

RESUMEN

Background: Adolescents living with HIV (ALHIV) face unique challenges that result in persistent gaps in achieving and maintaining suppressed viral load. Although effective evidence-based interventions to address treatment gaps in adolescents are readily available, health systems in resource-constrained, high HIV prevalence settings are challenged to implement them to achieve epidemic control. Here, we describe the health system responses to address the treatment gap of unsuppressed ALHIV on antiretroviral therapy in Windhoek, Namibia. Methods: We conducted a qualitative descriptive and exploratory study in Windhoek between June and October 2023. Nineteen purposively selected key informants, ranging from pediatric HIV program managers to healthcare providers, were interviewed. In-depth interviews were audio-recorded and transcribed verbatim. The transcripts were uploaded to ATLAS.ti and subjected to thematic analysis. Results: The four main themes elucidated challenges related to adherence and retention as well as health system responses in the form of interventions and support programs. The predominant adherence and retention challenges faced by ALHIV were mental health issues, behavioral and medication-related challenges, and inadequate care and social support. The health system responses to the identified challenges included providing psychosocial support, peer support, optimization of treatment and care, and the utilization of effective service delivery models. Key health system support elements identified included adequately capacitated human resources, efficient medication supply chain systems, creating and maintaining an enabling environment for optimum care, and robust monitoring systems as essential to program success. Conclusion: The health system responses to address the remaining treatment gaps of unsuppressed ALHIV in Windhoek are quite varied and, although evidence-based, appear to be siloed. We recommend harmonized, multifaceted guidance, integrating psychosocial, treatment, care, and peer-led support, and strengthening client-centred differentiated service delivery models for unsuppressed adolescents.

17.
Br J Anaesth ; 2024 Jul 26.
Artículo en Inglés | MEDLINE | ID: mdl-39068120

RESUMEN

Despite the general agreement that implementation of Enhanced Recovery After Surgery (ERAS) pathways decrease hospital length of stay, a continuous challenge that has often been neglected is a procedure- and patient-specific approach. For example, asking 'Why is the patient still in hospital?' is the original premise for ERAS. Outcomes improve with increased compliance with recommended elements, but overcomplication of pathways can lead to cherry picking of elements that are convenient, resulting in 'partial ERAS'. As there are few high-quality randomised clinical trials (RCTs) that evaluate the specific role of individual preoperative, intraoperative, and postoperative elements, challenges lie ahead to identify essential ERAS elements to facilitate more widespread implementation. To achieve this goal, the balance between large RCTs and smaller detailed hypothesis-generating observational studies needs to be addressed in order to enhance knowledge and limit waste of research resources.

18.
J Pharm Sci ; 113(8): 2005-2022, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38862091

RESUMEN

Over the past decade, there has been an increase in accelerated drug development with successful regulatory approval that has provided rapid access of novel medicines to patients world-wide. This has created the opportunity for the pharmaceutical industry to continuously improve the process of quickly bringing new medicines to patients with unmet medical needs. This can be accomplished through sharing the learnings and advancements in drug development, enhancing regulatory interactions, and collaborating with academics on developing the underlying science to reduce drug development timelines. In this paper, the IQ Consortium - Accelerated Drug Development working group members intend to share recommendations for optimizing strategies that build efficiencies in accelerated pathways for regulatory approval. Information was obtained by surveying member pharmaceutical companies with respect to recent expedited submissions within the past 5 years to gain insights as to which development strategies were successful. The learnings from this analysis are provided, which includes shared learnings in formulation development, stability, analytical methods, manufacturing, and importation testing as well as regulatory considerations. Each of these sections provide a summary illustrating the key data collected as well as a discussion that is aimed to guide pharmaceutical companies on strategies to consider streamlining development activities and expedite the drug to market.


Asunto(s)
Desarrollo de Medicamentos , Industria Farmacéutica , Industria Farmacéutica/métodos , Desarrollo de Medicamentos/métodos , Humanos , Aprobación de Drogas/métodos , Encuestas y Cuestionarios , Preparaciones Farmacéuticas/química
20.
J Arthroplasty ; 39(10): 2458-2465, 2024 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-38866346

RESUMEN

BACKGROUND: This prospective study aimed to compare the complication rates and clinical outcomes of propensity-matched patients who received fast-track total knee arthroplasty (FT TKA) in outpatient versus inpatient settings. METHODS: Patients (n = 629) who received FT TKA at various outpatient (n = 176) and inpatient (n = 462) surgery rates were prospectively followed until 90 days after surgery. The decision between inpatient versus outpatient FT TKA was made on a case-by-case basis, depending on consultation between the surgeon and patient. Complications were collected to distinguish between intraoperative complications, complications with no readmission, complications with readmission, and complications with reoperation. Propensity scores based on age, sex, body mass index, and the American Society of Anesthesiologists score were used to match outpatient to inpatient FT TKA. A cumulative incidence function was computed by taking the time to diagnose any postoperative complication in the first 90 days as the end point. RESULTS: Propensity score matching (1:2 ratio) for comparison resulted in 173 outpatient FT TKAs and 316 inpatient FT TKAs. No significant differences were observed between outpatient versus inpatient FT TKA for intraoperative complication rates (2% in both groups). At 90-day follow-up, no significant differences were observed between outpatient versus inpatient FT TKA for total complications with no readmission (8.0 versus 7.9%), complications with readmission but no reoperation (1.1 versus 0.6%), and complications with reoperation (4.0 versus 4.4%). A comparison of postoperative complication diagnosis time using the cumulative incidence function revealed no significant differences between outpatient versus inpatient FT TKA. CONCLUSIONS: The present study revealed that there were no differences in 90-day postoperative complication rates between outpatient and inpatient FT TKA and that there were also no differences in rates of intraoperative complications, readmissions, or reoperations. These findings may encourage hesitant surgeons to move toward outpatient TKA pathways, as there is no greater risk of early postoperative complications that could be more difficult to manage after discharge. LEVEL OF EVIDENCE: Level II.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Complicaciones Posoperatorias , Puntaje de Propensión , Humanos , Artroplastia de Reemplazo de Rodilla/efectos adversos , Artroplastia de Reemplazo de Rodilla/métodos , Masculino , Femenino , Estudios Prospectivos , Anciano , Persona de Mediana Edad , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/etiología , Pacientes Internos , Procedimientos Quirúrgicos Ambulatorios/efectos adversos , Reoperación/estadística & datos numéricos , Readmisión del Paciente/estadística & datos numéricos , Resultado del Tratamiento , Pacientes Ambulatorios/estadística & datos numéricos , Complicaciones Intraoperatorias/epidemiología , Complicaciones Intraoperatorias/etiología
SELECCIÓN DE REFERENCIAS
DETALLE DE LA BÚSQUEDA