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1.
J Arthroplasty ; 2024 Aug 03.
Artículo en Inglés | MEDLINE | ID: mdl-39098662

RESUMEN

BACKGROUND: Major research and recruitment efforts have focused on diversifying the orthopaedic surgery workforce, with a focus on gender diversity. This study aimed to characterize gender trends in the adult reconstruction fellowship match and the American Association of Hip and Knee Surgeons (AAHKS) membership over the past decade. We hypothesized that there would be increases in the percentage of women adult reconstruction fellows and AAHKS members. METHODS: For this retrospective, descriptive study, the full names of matched adult reconstruction fellows from 2012 to 2022 were collected. For the fellowship match, genders were predicted by the Genderize algorithm. From the AAHKS database, full names, self-identified genders, and clinical statuses were extracted from January 2016 to May 2023. Descriptive statistics were analyzed. Gender trends were evaluated with logistic regression analyses. P values < 0.05 were considered significant. RESULTS: From 2012 to 2022, 1,762 residents were matched for adult reconstruction fellowships. Women represented between 2.5 and 9.0% of matched adult reconstruction fellows per year. The percentage of matched women applicants has remained stable (P = 0.4). From 2016 to 2023, the membership of AAHKS grew from 2,845 to 4,159 surgical members. The number of women adult reconstruction surgeons significantly increased from 2.5 to 3.8% (2016 to 2023, P < 0.001). At the resident level, women's membership increased from 4.0% to 12.0% (2016 to 2023, P < 0.001). CONCLUSIONS: Although more women orthopaedic surgeons are matching in adult reconstruction, the percentage of women adult reconstruction fellows has remained stable, with the highest level being in 2021. However, the increase in women's membership in AAHKS is encouraging, especially at the resident and international levels. More diverse work environments can enhance patient experiences and outcomes, in addition to provider well-being and productivity. Therefore, it is prudent and essential to continue building a more diverse adult reconstruction community.

2.
J Orthop ; 57: 137-146, 2024 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-39035782

RESUMEN

Introduction: There is conflicting evidence in the literature regarding the clinical utility of tourniquets in total knee arthroplasty (TKA), specifically in regards to perioperative blood loss. In this meta-analysis and systematic review, we aim to evaluate the clinical advantages and disadvantages associated with tourniquet use in the setting of TKA. Methods: A systematic review was conducted through April 2017 using keywords: "tourniquet" and "total knee arthroplasty" or "total knee replacement". Perioperative variables including TXA use, blood loss, incidence of venous thromboembolism (VTE), and wound complications were either extracted from the studies or corresponding authors were contacted. A sub-analysis was conducted to evaluate the effects of TXA on intraoperative and total blood loss (TBL), and VTE incidence. Results: After review of 558 articles, 19 studies reporting outcomes in 1094 patients were analyzed. Intraoperative blood loss was significantly lower in the tourniquet cohorts compared to non-tourniquet (p < 0.01). TBL was reduced in tourniquet groups but not significantly (p = 0.08). In contrast, calculated blood loss was greater in tourniquet groups, but this difference was not significant (p = 0.43). There was a greater likelihood for wound complications and VTE among tourniquet assisted TKA, albeit only significant for the former (p = 0.01). TXA sub-analysis demonstrated intraoperative blood loss was significantly reduced with tourniquet use regardless of TXA implementation (p < 0.01). In studies without TXA, tourniquet patients were at greater risk of developing VTE (p = 0.08). These risks decreased with TXA administration. Conclusion: This meta-analysis demonstrates that tourniquets prevent intraoperative blood loss, yet within the postoperative period, there is no significant difference in TBL between tourniquet and non-tourniquet assisted TKA. Level of evidence: Level II; Systematic Review and Meta-Analysis.

3.
Orthop Clin North Am ; 55(3): 323-332, 2024 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-38782504

RESUMEN

This study was a retrospective cohort analysis of 20 patients who underwent 23 revision total knee arthroplasty procedures in a single geographic region of the United States from January 2015 to February 2023. We analyzed their 25-OH vitamin D levels preoperatively and postoperatively at 1 month, 3 months, 6 months, 1 year, and 2 years. We categorized their supplementation regimens by dose: none, low dose (1000 IU and below), medium dose (1001-5000 IU), and high dose (>5000 IU). We found that there was a high incidence of vitamin D deficiency in this patient population.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Suplementos Dietéticos , Reoperación , Deficiencia de Vitamina D , Vitamina D , Humanos , Estudios Retrospectivos , Deficiencia de Vitamina D/epidemiología , Masculino , Femenino , Reoperación/estadística & datos numéricos , Anciano , Vitamina D/sangre , Vitamina D/administración & dosificación , Persona de Mediana Edad , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/prevención & control , Anciano de 80 o más Años , Incidencia
4.
Bull Hosp Jt Dis (2013) ; 82(2): 124-133, 2024 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-38739660

RESUMEN

Postoperative venous thromboembolism (VTE) is a common and costly complication following total joint arthroplasty (TJA). Development of a refined thrombophilic screening panel will better equip clinicians to identify patients at high-est risk for developing VTEs. In this pilot study, 62 high-risk TJA recipients who had developed pulmonary emboli (PE) within 90-days of surgery were eligible to participate. Of these patients, 14 were enrolled and subsequently adminis-tered a pre-determined panel of 18 hematologic tests with the aim of identifying markers that are consistently elevated or deficient in patients developing PE. A separate cohort of seven high-risk TJA recipients who did not report a symp-tomatic VTE within 90-days of surgery were then enrolled and Factor VIII and lipoprotein(a) levels were assessed. The most common aberrance was noted in 10 patients (71.4%) who had elevated levels of Factor VIII followed by five patients (35.7%) who had elevated levels of lipoprotein(a). Factor VIII was significantly prevalent (p < 0.001) while lipoprotein(a) failed to achieve statistical significance (p = 0.0708). Of the patients who were within normal limits of Factor VIII, three-fourths were "high-normal" with Fac-tor VIII levels within 5% of the upper limit of normal. This study demonstrates the potential utility of this hematologic panel as part of a perioperative screening protocol aimed at identifying patients at risk for developing VTEs. However, future larger scale studies assessing the capabilities and limitations of our findings are warranted.


Asunto(s)
Embolia Pulmonar , Humanos , Proyectos Piloto , Embolia Pulmonar/sangre , Embolia Pulmonar/etiología , Embolia Pulmonar/diagnóstico , Femenino , Masculino , Persona de Mediana Edad , Anciano , Factores de Riesgo , Medición de Riesgo/métodos , Valor Predictivo de las Pruebas , Complicaciones Posoperatorias/etiología , Complicaciones Posoperatorias/diagnóstico , Complicaciones Posoperatorias/sangre , Factor VIII/análisis , Biomarcadores/sangre , Lipoproteína(a)/sangre , Artroplastia de Reemplazo/efectos adversos , Tromboembolia Venosa/etiología , Tromboembolia Venosa/diagnóstico , Tromboembolia Venosa/sangre , Tromboembolia Venosa/epidemiología
5.
J Arthroplasty ; 39(8S1): S188-S199, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38548237

RESUMEN

BACKGROUND: Dissatisfaction after total knee arthroplasty (TKA) ranges from 15 to 30%. While patient selection may be partially responsible, morphological and reconstructive challenges may be determinants. Preoperative computed tomography (CT) scans for TKA planning allow us to evaluate the hip-knee-ankle axis and establish a baseline phenotypic distribution across anatomic parameters. The purpose of this cross-sectional analysis was to establish the distributions of 27 parameters in a pre-TKA cohort and perform threshold analysis to identify anatomic outliers. METHODS: There were 1,352 pre-TKA CTs that were processed. A 2-step deep learning pipeline of classification and segmentation models identified landmark images and then generated contour representations. We used an open-source computer vision library to compute measurements for 27 anatomic metrics along the hip-knee axis. Normative distribution plots were established, and thresholds for the 15th percentile at both extremes were calculated. Metrics falling outside the central 70th percentile were considered outlier indices. A threshold analysis of outlier indices against the proportion of the cohort was performed. RESULTS: Significant variation exists in pre-TKA anatomy across 27 normally distributed metrics. Threshold analysis revealed a sigmoid function with a critical point at 9 outlier indices, representing 31.2% of subjects as anatomic outliers. Metrics with the greatest variation related to deformity (tibiofemoral angle, medial proximal tibial angle, lateral distal femoral angle), bony size (tibial width, anteroposterior femoral size, femoral head size, medial femoral condyle size), intraoperative landmarks (posterior tibial slope, transepicondylar and posterior condylar axes), and neglected rotational considerations (acetabular and femoral version, femoral torsion). CONCLUSIONS: In the largest non-industry database of pre-TKA CTs using a fully automated 3-stage deep learning and computer vision-based pipeline, marked anatomic variation exists. In the pursuit of understanding the dissatisfaction rate after TKA, acknowledging that 31% of patients represent anatomic outliers may help us better achieve anatomically personalized TKA, with or without adjunctive technology.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Aprendizaje Profundo , Articulación de la Rodilla , Tomografía Computarizada por Rayos X , Humanos , Artroplastia de Reemplazo de Rodilla/métodos , Femenino , Masculino , Anciano , Persona de Mediana Edad , Estudios Transversales , Articulación de la Rodilla/diagnóstico por imagen , Articulación de la Rodilla/cirugía , Articulación de la Rodilla/anatomía & histología , Articulación de la Cadera/diagnóstico por imagen , Articulación de la Cadera/cirugía , Articulación de la Cadera/anatomía & histología , Articulación del Tobillo/diagnóstico por imagen , Articulación del Tobillo/cirugía , Articulación del Tobillo/anatomía & histología , Anciano de 80 o más Años
6.
J Arthroplasty ; 39(8): 2022-2027, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38364879

RESUMEN

BACKGROUND: Artificial intelligence in the field of orthopaedics has been a topic of increasing interest and opportunity in recent years. Its applications are widespread both for physicians and patients, including use in clinical decision-making, in the operating room, and in research. In this study, we aimed to assess the quality of ChatGPT answers when asked questions related to total knee arthroplasty. METHODS: ChatGPT prompts were created by turning 15 of the American Academy of Orthopaedic Surgeons Clinical Practice Guidelines into questions. An online survey was created, which included screenshots of each prompt and answers to the 15 questions. Surgeons were asked to grade ChatGPT answers from 1 to 5 based on their characteristics: (1) relevance, (2) accuracy, (3) clarity, (4) completeness, (5) evidence-based, and (6) consistency. There were 11 Adult Joint Reconstruction fellowship-trained surgeons who completed the survey. Questions were subclassified based on the subject of the prompt: (1) risk factors, (2) implant/intraoperative, and (3) pain/functional outcomes. The average and standard deviation for all answers, as well as for each subgroup, were calculated. Inter-rater reliability (IRR) was also calculated. RESULTS: All answer characteristics were graded as being above average (ie, a score > 3). Relevance demonstrated the highest scores (4.43 ± 0.77) by surgeons surveyed, and consistency demonstrated the lowest scores (3.54 ± 1.10). ChatGPT prompts in the Risk Factors group demonstrated the best responses, while those in the Pain/Functional Outcome group demonstrated the lowest. The overall IRR was found to be 0.33 (poor reliability), with the highest IRR for relevance (0.43) and the lowest for evidence-based (0.28). CONCLUSIONS: ChatGPT can answer questions regarding well-established clinical guidelines in total knee arthroplasty with above-average accuracy but demonstrates variable reliability. This investigation is the first step in understanding large language model artificial intelligence like ChatGPT and how well they perform in the field of arthroplasty.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Humanos , Encuestas y Cuestionarios , Inteligencia Artificial , Reproducibilidad de los Resultados , Ortopedia , Toma de Decisiones Clínicas , Cirujanos Ortopédicos
7.
J Arthroplasty ; 39(2): 307-312, 2024 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-37604270

RESUMEN

BACKGROUND: Patients who have the hepatitis C virus (HCV) have increased mortality and complication rates following total knee arthroplasty (TKA). Recent advances in HCV therapy have enabled clinicians to eradicate the disease using direct-acting antivirals (DAAs); however, its cost-effectiveness before TKA remains to be demonstrated. The aim of this study was to perform a cost-effectiveness analysis comparing no therapy to DAAs before TKA. METHODS: A Markov model using input values from the published literature was performed to evaluate the cost-effectiveness of DAA treatment before TKA. Input values included event probabilities, mortality, cost, and health state quality-adjusted life-year (QALY) values for patients who have and do not have HCV. Patients who have HCV were modeled to have an increased rate of periprosthetic joint infection (PJI) infection (9.9 to 0.7%). The incremental cost-effectiveness ratio (ICER) of no therapy versus DAA was compared to a willingness-to-pay threshold of $100,000/QALY. Sensitivity analyses were performed to investigate the effects of uncertainty associated with input variables. RESULTS: Total knee arthroplasty in the setting of no therapy and DAA added 8.1 and 13.5 QALYs at a cost of $25,000 and $114,900. The ICER associated with DAA in comparison to no therapy was $16,800/QALY, below the willingness-to-pay threshold of $100,000/QALY. Sensitivity analyses demonstrated that the ICER was affected by patient age, inflation rate, DAA cost and effectiveness, HCV-associated mortality, and DAA-induced reduction in PJI rate. CONCLUSION: Direct-acting antiviral treatment before TKA reduces risk of PJI and is cost-effective. Strong consideration should be given to treating patients who have HCV before elective TKA. LEVEL OF EVIDENCE: Cost-effectiveness Analysis; Level III.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Hepatitis C Crónica , Hepatitis C , Humanos , Antivirales/uso terapéutico , Hepacivirus , Análisis de Costo-Efectividad , Artroplastia de Reemplazo de Rodilla/efectos adversos , Análisis Costo-Beneficio , Hepatitis C Crónica/tratamiento farmacológico , Hepatitis C/tratamiento farmacológico , Años de Vida Ajustados por Calidad de Vida
8.
Instr Course Lect ; 73: 27-38, 2024.
Artículo en Inglés | MEDLINE | ID: mdl-38090883

RESUMEN

Proper predictive tools are essential to guide patient selection, optimization, category of surgical admission (inpatient, outpatient surgery), and discharge disposition, and predict the risk of readmissions and complications after orthopaedic procedures. Therefore, identification and optimization of patients' perioperative risk for surgery is essential, and understanding these basic concepts is crucial to maximizing patient care quality. It is important to define risk, stratify the existing preoperative attributes, and review key concepts of patient-specific risk calculation and documentation.


Asunto(s)
Procedimientos Ortopédicos , Ortopedia , Humanos , Procedimientos Ortopédicos/efectos adversos , Medición de Riesgo/métodos , Readmisión del Paciente , Complicaciones Posoperatorias/etiología , Factores de Riesgo
10.
J Patient Saf ; 19(8): 539-546, 2023 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-37922248

RESUMEN

BACKGROUND: Digital transformation using widely available electronic data is a key component to improving health outcomes and customer choice and decreasing cost and measurement burden. Despite these benefits, existing information on the potential cost savings from electronic clinical quality measures (eCQMs) is limited. METHODS: We assessed the costs of implementing 4 eCQMs related to total hip and/or total knee arthroplasty into electronic health record systems across healthcare systems in the United States. We used published literature and technical expert panel consultation to calculate low-, mid-, and high-range hip and knee arthroplasty surgery projections, and used empirical testing, literature, and technical expert panel consultation to develop an economic model to assess projected cost savings of eCQMs when implemented nationally. RESULTS: Low-, mid-, and high-range projected cost savings for year's 2020, 2030, and 2040 were calculated for 4 orthopedic eCQMs. Mid-range projected cost savings for 2020 ranged from $7.9 to $31.9 million per measure per year. A breakeven of between 0.5% and 5.1% of adverse events (measure dependent) must be averted for cost savings to outweigh implementation costs. CONCLUSIONS: All measures demonstrated potential cost savings. These findings suggest that eCQMs have the potential to lower healthcare costs and improve patient outcomes without adding to physician documentation burden. The Centers for Medicare and Medicaid Services' investment in eCQMs is an opportunity to reduce adverse outcomes and excess costs in orthopedics.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Indicadores de Calidad de la Atención de Salud , Anciano , Humanos , Estados Unidos , Ahorro de Costo , Medicare , Costos de la Atención en Salud
11.
Arthroplast Today ; 24: 101244, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-37867923

RESUMEN

Background: The 2019 Revised Association Research Circulation Osseous (ARCO) Staging Criteria for Osteonecrosis of the Femoral Head (ONFH) only requires plain radiographs and magnetic resonance imaging (MRI) to diagnose and stage ONFH; however, the effectiveness of the 2019 ARCO criteria in the absence of computed tomography (CT) scans has not been investigated. Therefore, the purpose of this study was to evaluate whether CT scanning is a necessary modality for diagnosing/staging ONFH using the ARCO staging system. More specifically, do CT scans help differentiate pre- and post-collapse lesions more than MRI scans? Methods: A study was conducted on 228 ONFH patients diagnosed between January 1, 2008, and December 31, 2018, at a single academic medical center. CT and MRI scans were reviewed by the senior author and other contributors. The ONFH classification was compared between the 2 scans to determine if CT scans were able to further differentiate staging of collapsed lesions vs MRI scans. Results: A diagnosis of ONFH was made by MRI first in 57% (129/228) while 21% (48/228) used MRI and CT simultaneously. Only 22% (51/228) of cases were diagnosed by CT scans first. There were no cases where collapse was found by a CT scan that were not diagnosed by standard x-rays and/or MRIs. Conclusions: CT scans are not a useful adjunct for diagnosing or treating ONFH and are not necessary if MRI is ordered when using the Revised ARCO Staging System for ONFH diagnosis.

12.
J Arthroplasty ; 38(12): 2480-2481, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37683933

RESUMEN

The promise of controlling spending and improving the quality of care incentivizes health care providers to prioritize value through alternative payment models. Findings regarding improved value and cost savings of the Comprehensive Care for Joint Replacement (CJR) redesign are consistent throughout selected metropolitan hospitals. Before refinement can take place, reporting on baseline financial status is a necessity to ensure the starting point of hospitals before CJR takes effect. Evidence-based protocols, outcomes-based measures to evaluate results, and cooperation across specialties to deliver high quality care will be necessary to insure improved care throughout the episode. This commentary reviews the CJR program and provides recommendations for the near future in order to best serve the needs of patients as we move forward in the bundled payments direction.


Asunto(s)
Artroplastia de Reemplazo , Paquetes de Atención al Paciente , Estados Unidos , Humanos , Medicare , Hospitales , Calidad de la Atención de Salud , Atención a la Salud
13.
J Am Acad Orthop Surg ; 31(19): 1001-1008, 2023 Oct 01.
Artículo en Inglés | MEDLINE | ID: mdl-37561941

RESUMEN

Hip and knee arthroplasty surgeries have excellent outcomes and notably improve quality of life. However, ethical issues permeate the practice of adult reconstruction, and as economics and technology evolve, these issues have become increasingly important. This article will review the currently published literature on ethical issues including industry influences, implants and instrumentations, surgical innovation, new technology adoptions, and healthcare policy-relevant issues, including patient cost sharing and bundled care programs. In addition, the direct marketing of implants from the manufacturer to the general public may falsely raise patient expectations concerning the long-term clinical outcome and performance of newer devices in the absence of long-term studies. This article will also focus on relevant contemporary ethical issues that do not necessarily have preexisting published literature or guidelines but, nonetheless, are crucial for adult reconstruction surgeons to address. These issues include access to care and challenges with orthopaedic resident and fellow education. Surgeons must understand the ethical issues that can arise in their clinical practice and how those issues affect patients. Clinicians are tasked with making the best-reasoned judgment possible to optimize their patients' outcomes. Still, the ability to standardize treatment while optimizing individual outcomes for unique patients remains a challenge.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Ortopedia , Adulto , Humanos , Calidad de Vida
14.
J Arthroplasty ; 38(6S): S77-S80, 2023 06.
Artículo en Inglés | MEDLINE | ID: mdl-37001621

RESUMEN

BACKGROUND: Studies have shown that optimizing modifiable risk factors leads to improved outcomes, with decreased lengths of stay (LOS), readmissions, complications, and hospital costs. Our goal was to demonstrate that use of an advanced practice provider, physician assistant (PA), within an orthopaedic practice would support these outcomes. METHODS: A preoperative optimization program managed by a PA was instituted at an academic medical center. From November 2019 to December 2022, a pilot group of fifteen (15) consecutive primary total knee arthroplasty (TKA) patients who were successfully optimized with the PA-managed program prior to TKA were matched 2:1 to a cohort of thirty (30) TKA patients who did not undergo optimization. Demographics and the modified readmission risk assessment tool score were used to match patients. Variables evaluated included LOS, emergency department visits, and hospital readmissions within 30 and 90 days after surgery, complications, and hospital costs of care. RESULTS: Optimized patients had less complications (P = .004) and significantly shorter (P < .001) mean LOS (1.27 days vs 2.97 days) compared to nonoptimized patients. The difference of hospital cost between cohorts for the primary admission was significant (P = .049). When readmission costs were included, the average hospital cost for the nonoptimized group was significantly higher than the optimized group (P = .018). CONCLUSIONS: Preoperative optimization led by a PA demonstrated significant reductions in LOS and the costs of care between optimized and non-optimized patients, along with decreased complications.


Asunto(s)
Artroplastia de Reemplazo de Cadera , Artroplastia de Reemplazo de Rodilla , Humanos , Artroplastia de Reemplazo de Rodilla/efectos adversos , Proyectos Piloto , Artroplastia de Reemplazo de Cadera/efectos adversos , Hospitalización , Tiempo de Internación , Factores de Riesgo , Readmisión del Paciente , Complicaciones Posoperatorias/epidemiología , Complicaciones Posoperatorias/prevención & control , Complicaciones Posoperatorias/etiología , Estudios Retrospectivos
15.
J Arthroplasty ; 38(7 Suppl 2): S84-S90, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36878438

RESUMEN

BACKGROUND: Patients infected with the hepatitis C virus (HCV) have high complication rates following total hip arthroplasty (THA). Advances in HCV therapy now enable clinicians to eradicate the disease; however, its cost-effectiveness from an orthopaedic perspective remains to be demonstrated. We sought to conduct a cost-effectiveness analysis comparing no therapy to direct-acting antiviral (DAA) therapy prior to THA among HCV-positive patients. METHODS: A Markov model was utilized to evaluate the cost-effectiveness of treating HCV with DAA prior to THA. The model was powered with event probabilities, mortality, cost, and quality-adjusted life year (QALY) values for patients with and without HCV that were obtained from the published literature. This included treatment costs, successes of HCV eradication, incidences of superficial or periprosthetic joint infection (PJI), probabilities of utilizing various PJI treatment modalities, PJI treatment success/failures, and mortality rates. The incremental cost-effectiveness ratio was compared to a willingness-to-pay threshold of $50,000/QALY. RESULTS: Our Markov model indicates that in comparison to no therapy, DAA prior to THA is cost-effective for HCV-positive patients. THA in the setting of no therapy and DAA added 8.06 and 14.39 QALYs at a mean cost of $28,800 and $115,800. The incremental cost-effectiveness ratio associated with HCV DAA in comparison to no therapy was $13,800/QALY, below the willingness-to-pay threshold of $50,000/QALY. CONCLUSION: Hepatitis C treatment with DAA prior to THA is cost-effective at all current drug list prices. Given these findings, strong consideration should be given to treating patients for HCV prior to elective THA. LEVEL OF EVIDENCE: Cost-effectiveness Analysis; Level III.


Asunto(s)
Artroplastia de Reemplazo de Cadera , Hepatitis C Crónica , Humanos , Antivirales/uso terapéutico , Hepacivirus , Hepatitis C Crónica/complicaciones , Hepatitis C Crónica/tratamiento farmacológico , Hepatitis C Crónica/cirugía , Análisis Costo-Beneficio
16.
J Arthroplasty ; 38(9): 1779-1786, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-36931359

RESUMEN

BACKGROUND: Despite a growing understanding of spinopelvic biomechanics in total hip arthroplasty (THA), there is no validated approach for executing patient-specific acetabular component positioning. The purpose of this study was to (1) validate quantitative, patient-specific acetabular "safe zone" component positioning from spinopelvic parameters and (2) characterize differences between quantitative patient-specific acetabular targets and qualitative hip-spine classification targets. METHODS: From 2,457 consecutive primary THA patients, 22 (0.88%) underwent revision for instability. Spinopelvic parameters were measured prior to index THA. Acetabular position was measured following index and revision arthroplasty. Using a mathematical proof, we developed an open-source tool translating a surgeon-selected, preoperative standing acetabular target to a patient-specific safe zone intraoperative acetabular target. Difference between the patient-specific safe zone and the actual component position was compared before and after revision. Hip-spine classification targets were compared to patient-specific safe zone targets. RESULTS: Of the 22 who underwent revision, none dislocated at follow-up (4.6 [range, 1 to 6.9]). Patient-specific safe zone targets differed from prerevision acetabular component position by 9.1 ± 4.2° inclination/13.3 ± 6.7° version; after revision, the mean difference was 3.2 ± 3.0° inclination/5.3 ± 2.7° version. Differences between patient-specific safe zones and the median and extremes of recommended hip-spine classification targets were 2.2 ± 1.9° inclination/5.6 ± 3.7° version and 3.0 ± 2.3° inclination/7.9 ± 3.5° version, respectively. CONCLUSION: A mathematically derived, patient-specific approach accommodating spinopelvic biomechanics for acetabular component positioning was validated by approximating revised, now-stable hips within 5° version and 3° inclination. These patient-specific safe zones augment the hip-spine classification with prescriptive quantitative targets for nuanced preoperative planning.


Asunto(s)
Artroplastia de Reemplazo de Cadera , Prótesis de Cadera , Humanos , Fenómenos Biomecánicos , Estudios Retrospectivos , Acetábulo/cirugía
17.
Orthop Clin North Am ; 54(1): 1-6, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36402505

RESUMEN

MyArthritisRx.com (MARx) is an online digital platform with resources to effectively manage osteoarthritis and directs patients to the appropriate information and tools to manage their disease. The key to self-management is a self-evaluation and staging program powered by an algorithm based on 150,000 arthritis patients. Outcome data (PROMs), comorbidities, demographics, and personalized characteristics are used to provide a personalized self-evaluation and staging assessment which characterizes disease severity and risk of progression. The initial 6-week program was completed by 100 pilot patients with 92% reporting some improvement. MARx offers evidence of efficacy with promise of cost savings and improved arthritis care.


Asunto(s)
Osteoartritis de la Rodilla , Automanejo , Humanos , Osteoartritis de la Rodilla/terapia , Índice de Severidad de la Enfermedad
18.
J Arthroplasty ; 38(10): 1998-2003.e1, 2023 10.
Artículo en Inglés | MEDLINE | ID: mdl-35271974

RESUMEN

BACKGROUND: The surgical management of complications after total hip arthroplasty (THA) necessitates accurate identification of the femoral implant manufacturer and model. Automated image processing using deep learning has been previously developed and internally validated; however, external validation is necessary prior to responsible application of artificial intelligence (AI)-based technologies. METHODS: We trained, validated, and externally tested a deep learning system to classify femoral-sided THA implants as one of the 8 models from 2 manufacturers derived from 2,954 original, deidentified, retrospectively collected anteroposterior plain radiographs across 3 academic referral centers and 13 surgeons. From these radiographs, 2,117 were used for training, 249 for validation, and 588 for external testing. Augmentation was applied to the training set (n = 2,117,000) to increase model robustness. Performance was evaluated by area under the receiver operating characteristic curve, sensitivity, specificity, and accuracy. Implant identification processing speed was calculated. RESULTS: The training and testing sets were drawn from statistically different populations of implants (P < .001). After 1,000 training epochs by the deep learning system, the system discriminated 8 implant models with a mean area under the receiver operating characteristic curve of 0.991, accuracy of 97.9%, sensitivity of 88.6%, and specificity of 98.9% in the external testing dataset of 588 anteroposterior radiographs. The software classified implants at a mean speed of 0.02 seconds per image. CONCLUSION: An AI-based software demonstrated excellent internal and external validation. Although continued surveillance is necessary with implant library expansion, this software represents responsible and meaningful clinical application of AI with immediate potential to globally scale and assist in preoperative planning prior to revision THA.


Asunto(s)
Artroplastia de Reemplazo de Cadera , Inteligencia Artificial , Humanos , Estudios Retrospectivos , Curva ROC , Reoperación
19.
JBJS Rev ; 10(5)2022 05 01.
Artículo en Inglés | MEDLINE | ID: mdl-35749640

RESUMEN

¼: Total knee arthroplasty (TKA) is an effective treatment option for many patients, but a small group of patients are dissatisfied following TKA. ¼: Alignment, in combination with balance, stability, and knee kinematics, is an important modifiable surgical factor that can affect patient outcomes. ¼: Driven by the subset of dissatisfied patients after TKA, new techniques have evolved in the search for a more anatomic reconstruction of individual knee morphology and a more accurate approximation of the individual lower-extremity alignment. ¼: There is a need to optimize 3 aspects of TKA to improve patient outcomes-mechanical tooling processes, implants that resurface the epiphysis, and techniques that respect the variable anatomy of patients.


Asunto(s)
Artroplastia de Reemplazo de Rodilla , Osteoartritis de la Rodilla , Artroplastia de Reemplazo de Rodilla/efectos adversos , Fenómenos Biomecánicos , Humanos , Articulación de la Rodilla/anatomía & histología , Articulación de la Rodilla/cirugía , Osteoartritis de la Rodilla/cirugía , Resultado del Tratamiento
20.
J Arthroplasty ; 37(8): 1448-1451, 2022 08.
Artículo en Inglés | MEDLINE | ID: mdl-35307529

RESUMEN

BACKGROUND: We sought to understand the magnitude of the shift in care settings (hospital inpatient, hospital outpatient, or ambulatory surgery center) for primary total joint arthroplasty (TJA) and its economic impact on surgeons and hospitals. METHODS: We measured the shift in care settings for primary TJAs using national 100% sample Medicare fee-for-service (FFS) claims data from January 2017 through March 2021. We also measured the percent of case being discharged the same day over time. We calculated the national average hospital payment rate by setting and the weighted average hospital payment rates based on the mix of inpatient and outpatient cases over time. We compared average facility and physician payment rate changes over time across common types of surgeries. RESULTS: By the first quarter of 2021, 29% of Medicare FFS primary TJAs were performed hospital inpatient (down from 100% in 2017), 64% were performed hospital outpatient, and about 7% in an ambulatory surgery center. The percent of hospital-based primary TJAs that were discharged the same day increased from less than 2% in the first quarter of 2018 to over 18% in the first quarter of 2021. Medicare increased its payment rates for both inpatient and outpatient TJAs, which offset the impact of TJAs shifting from being performed inpatient to outpatient. The average Medicare payment rates for TJAs declined by more than they did for most other major procedures. CONCLUSION: There was a significant shift in care setting from hospital inpatient to hospital outpatient for Medicare primary TJAs. This shift led to lower average TJA payment rates to hospitals; however, the impact was attenuated due to the increasing Medicare reimbursement rates in each setting, particularly for outpatient cases.


Asunto(s)
Medicare , Cirujanos , Anciano , Artroplastia , Hospitales , Humanos , Alta del Paciente , Estados Unidos
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