Venoarterial Extracorporeal Membrane Oxygenation Therapy in Patients with Sickle Cell Disease: Case Series and Review for Intensive Care Physicians.

Sickle cell disease (SCD) is associated with substantial morbidity and early mortality in afflicted adults. Cardiopulmonary complications that occur at increased frequency in SCD such as pulmonary embolism, pulmonary arterial hypertension, and acute chest syndrome can acutely worsen right ventricular function and lead to cardiogenic shock. Mechanical circulatory support including venoarterial extracorporeal membrane oxygenation (VA ECMO) is being increasingly utilized to treat hemodynamic collapse in various patient populations. However, a paucity of literature exists to guide the use of mechanical circulatory support in adults with SCD where disease-related sequela and unique hematologic aspects of this disorder may complicate extracorporeal therapy and must be understood. Here, we review the literature and describe three cases of adult patients with SCD who developed cardiogenic shock from acute decompensated right heart failure and were treated clinically with VA ECMO. Using an in vitro ECMO system, we investigate a potential increased risk of systemic fat emboli in patients with SCD who may be experiencing vaso-occlusive events with bone marrow involvement given the high-volume shunting of blood from venous to arterial systems with VA ECMO. The purpose of this study is to describe available extracorporeal life support experiences, review potential complications, and discuss the special considerations needed to further our understanding of the utility of VA ECMO in those with SCD.

First successful implant of BiVACOR's Total Artificial Heart.

BiVACOR's Total Artificial Heart has been successfully implanted in a patient at Baylor St. Luke's Medical Center in the Texas Medical Center. The patient survived with the device for 8 days before receiving a heart transplant. This success stemmed from collaboration between BiVACOR Inc. and a team of cardiac surgeons at the Texas Heart Institute, including William E. Cohn, M.D., and Oscar H. Frazier, MD.

Defining the minimal clinically important difference for IKDC and KOOS scores for patients undergoing tibial tubercle osteotomy for patellofemoral pain or instability.

Purpose: The aim of the present study is to define the minimal clinically important difference (MCID) for International Knee Documentation Committee (IKDC) and Knee Injury and Osteoarthritis Outcome Score (KOOS) for patients undergoing tibial tubercle osteotomy (TTO) for either (1) patellofemoral pain or (2) patellar instability. Methods: Patients undergoing TTO for either patellofemoral pain or patellar instability by one of two sports medicine fellowship-trained surgeons at a single institution between September 2014 and May 2023 were included in the study. IKDC and KOOS scores were collected preoperatively and minimum 1 year postoperatively. Distribution-based methods were used to calculate the MCID. Results: Seventy-seven patients (82 knees) were included, with a median age of 29.3 years (interquartile range [IQR]: 22.2-36.3 years) and a median BMI of 24.5 kg/m2 [IQR: 22.3-28.3 kg/m2]. Fifty-seven patients (74%) were female, and there were 40 right knees (49%). The median time to IKDC and KOOS score was 1.8 and 1.7 years, respectively. Forty-five patients (46 knees) underwent TTO for patellofemoral instability, and 32 patients (36 knees) underwent TTO for patellofemoral pain. The MCID was 11.5 for IKDC, 10.2 for KOOS pain, 10.1 for KOOS symptoms, 9.9 for KOOS ADL, 14.2 for KOOS sport and 14.2 for KOOS QoL for patients undergoing TTO for patellofemoral pain. The MCID was 11.2 for IKDC, 10.1 for KOOS pain, 10.6 for KOOS symptoms, 10.2 for KOOS ADL, 16.0 for KOOS sport and 13.2 for KOOS QoL for patients undergoing TTO for patellar instability. Conclusion: We define the MCIDs for commonly used patient-reported outcome measures for patients undergoing TTO for either patellofemoral pain or patellar instability. Level of Evidence: Level II.

Right ventricular sizing and pulmonary vascular resistance: How much mass do you need?

OBJECTIVE: Right ventricular (RV) donor-recipient sizing has been demonstrated to be a sensitive predictor for mortality after heart transplantation. We sought to understand the relationship between donor-recipient RV mass (RVM) ratio and pulmonary vascular resistance (PVR) on outcomes after heart transplantation. METHODS: Adult heart transplant recipients from the United Network for Organ Sharing database were included (N = 42,594). The influence of RVM ratio and PVR on 1-year mortality was assessed by logistic regression after multivariable adjustment. RESULTS: Among transplant recipients, median PVR was 2.4 Wood units (WU) (range, 1.7-3.3 WU) and median RVM ratio was 1.2 (1.0-1.3). Without considering PVR, RVM ratio was highly associated with postoperative dialysis (odds ratio [OR], 0.49; P < .001) and 1-year mortality (OR, 0.64; P < .001). Without considering RVM ratio, PVR was highly associated with 1-year mortality (OR, 1.05; P < .001), but not postoperative dialysis (OR, 0.98; P = .156). When considering both RVM ratio and PVR, the risk associated with each remained significant, but PVR did not modify the effect of RVM ratio on 1-year mortality (RVM ratio × PVR: OR, 0.99; P = .858). To maintain a consistent predicted 1-year mortality, RVM ratio would need to increase by 0.12 for each WU increase in PVR. Secondary analyses found that a 1 WU change in PVR was associated with an 11% increase in mortality risk in RVM ratio mismatched patients (RVM ratio < 1; P = .001), but only a 5% increase in RVM ratio matched patients (RVM ratio ≥ 1; P = .003). CONCLUSIONS: RVM ratio and recipient PVR are independent predictors of 1-year mortality. Still, a larger RV mass may be utilized to mediate the effects of an elevated PVR.

In utero fetal organ transplantation.

Transplantation has generally been focused on end-stage organ disease in adults. Scientists from Japan are now focusing on in utero transplantation in fetuses with congenital anomalies.

What is the long-term survivorship, complication profile, and patient reported outcomes after Birmingham hip resurfacing?

Introduction: When indicated, Birmingham Hip Resurfacing (BHR) presents a viable alternative to total hip arthroplasty (THA), but there remain questions about the long-term outcomes of BHR. Therefore, we asked: 1) what are the long-term patient-reported outcomes and 2) survivorship rates following BHR; 3) what are the causes for revision surgery after BHR? and 4) how have these outcomes compared to THA at long-term follow-up. Methods: A query of PubMed, MEDLINE, Scopus, and Cochrane in September 2023 was performed. Articles were included if they reported BHR survivorship rates at ≥10 years. Survivorship was defined as an all-cause revision of any BHR component. This review encompasses 26 articles, totaling 13,103 hips. Mean follow-up ranged from 6.0 to 20.9 years, but each study had at least a subgroup analysis for ≥10-year follow-up. Results: Five studies compared preoperative and postoperative PROs for BHR, with four reporting improvement in at least one PRO after 10-year follow-up. Overall, survivorship rates ranged from 83% to 100% across diverse long-term timeframes, with 25 of 26 studies reporting 10-year survivorship rates greater than 87%. The primary reasons for revisions were implant loosening (22%), adverse reactions to metal debris (21.2%), and fractures of any kind (17.2%). In the six studies that compared BHR to THA, long-term survivorship was similar while BHR exhibited slightly superior activity levels. Conclusion: The findings from this study suggested favorable long-term survivorship and postoperative outcomes of BHR. In studies comparing long-term BHR and THA, survivorship was comparable, with BHR potentially providing enhanced postoperative activity levels.

Women's Representation as Principal Investigators Among Pediatric Orthopaedic Clinical Trials: An Analysis of ClinicalTrials.Gov.

INTRODUCTION: Despite recent efforts to increase the participation of women in orthopaedic surgery, there remains a gender gap, particularly when compared with other medical specialties. Acting as a principal investigator (PI) in a clinical trial can give physicians notable exposure and national recognition, which can improve their chances of promotion and tenure. This study aims to assess the proportion of women serving as PIs in pediatric orthopaedic clinical trials, examine associated trial characteristics, and explore geographic distribution. METHODS: A cross-sectional analysis of clinical trials was conducted using data from the ClinicalTrials.gov registry. Specific search terms were used to identify pediatric orthopaedic trials. Data on trial characteristics, including phase, status, funding source, and intervention type, were collected. PI sex was determined using Genderize.io, an application program interface that predicts the sex of individuals based on their name, and the geographic distribution of women PIs was examined. RESULTS: From 2007 to 2022, women PIs increased from zero to 26.86%. The United States saw no significant increase (ß = 1.553; P = 0.125), but international trials did (ß = 2.845; P = 0.008). Women PIs led more active/completed trials and trials with behavioral/other interventions. Geographic analysis showed higher representation in North America (38.47%), especially the Northeast (28.17%) and West (25.35%). The United States had 28.74% women PIs, with California (15.49%) leading. CONCLUSION: Progress toward gender parity in pediatric orthopaedic research is evident; however, disparities still exist. Efforts to provide additional research opportunities for women in orthopaedics may be crucial in attracting and retaining diverse talent in the field. Targeted initiatives may have potential in achieving equal representation in orthopaedics.

Artificial trachea transplant: Tale of two stories.

South Korean-based team is first to successfully transplant 3D bioprinted artificial trachea. The success arises during scrutiny of artificial tracheal implants stemming from the denounced work of Dr. Paolo Macchiarini.

An In-Depth Analysis of Public and Private Research Funding in Orthopaedic Surgery from 2015 to 2021.

BACKGROUND: Understanding the trends and patterns of research funding can aid in enhancing growth and innovation in orthopaedic research. We sought to analyze financial trends in public orthopaedic surgery funding and characterize trends in private funding distribution among orthopaedic surgeons and hospitals to explore potential disparities across orthopaedic subspecialties. METHODS: We conducted a cross-sectional analysis of private and public orthopaedic research funding from 2015 to 2021 using the Centers for Medicare & Medicaid Services Open Payments database and the National Institutes of Health (NIH) RePORTER through the Blue Ridge Institute for Medical Research, respectively. Institutions receiving funds from both the NIH and the private sector were classified separately as publicly funded and privately funded. Research payment characteristics were categorized according to their respective orthopaedic fellowship subspecialties. Descriptive statistics, Wilcoxon rank-sum tests, and Mann-Kendall tests were employed. A p value of <0.05 was considered significant. RESULTS: Over the study period, $348,428,969 in private and $701,078,031 in public research payments were reported. There were 2,229 unique surgeons receiving funding at 906 different institutions. The data showed that a total of 2,154 male orthopaedic surgeons received $342,939,782 and 75 female orthopaedic surgeons received $5,489,187 from 198 different private entities. The difference in the median payment size between male and female orthopaedic surgeons was not significant. The top 1% of all practicing orthopaedic surgeons received 99% of all private funding in 2021. The top 20 publicly and top 20 privately funded institutions received 77% of the public and 37% of the private funding, respectively. Private funding was greatest (31.5%) for projects exploring adult reconstruction. CONCLUSION: While the amount of public research funding was more than double the amount of private research funding, the distribution of public research funding was concentrated in fewer institutions when compared with private research funding. This suggests the formation of orthopaedic centers of excellence (CoEs), which are programs that have high concentrations of talent and resources. Furthermore, the similar median payment by gender is indicative of equitable payment size. In the future, orthopaedic funding should follow a distribution model that aligns with the existing approach, giving priority to a nondiscriminatory stance regarding gender, and allocate funds toward CoEs. CLINICAL RELEVANCE: Securing research funding is vital for driving innovation in orthopaedic surgery, which is crucial for enhancing clinical interventions. Thus, understanding the patterns and distribution of research funding can help orthopaedic surgeons tailor their future projects to better align with current funding trends, thereby increasing the likelihood of securing support for their work.

Observational Study of Clinical Profiles and Management of Liver Abscess in Hospitalized Patients: A North Indian Tertiary Care Perspective.

Background Liver abscesses are a significant health concern, necessitating prompt diagnosis and appropriate management. Spontaneous liver abscesses are a frequent reason for hospitalizations in India, particularly in the northern part. By analyzing demographics, symptoms, radiological findings, laboratory parameters, and treatment outcomes, this study will contribute valuable insights to enhance the understanding and management of liver abscesses. Aims and objective To evaluate demographic, clinical, laboratory, and radiological parameters and management options in hospitalized patients with liver abscesses at a tertiary care center. Methods This study retrospectively analyzed prospectively collected data from 150 patients diagnosed with liver abscesses who were admitted to our ward for one year. Data on demographic characteristics, clinical presentation, etiology, radiological findings, laboratory investigations, management strategies, and treatment outcomes were collected. Descriptive statistics and relevant statistical tests were employed for data analysis. Results The study population had a mean age of 40.28±12.72 years, with a male preponderance (136 (90.7%)). Amoebic abscesses (94 (62.7%)) were the most common. Hepatomegaly (144 (96%)), fever (140 (93.3%)), abdominal pain (136 (90.7%)), and anorexia (118 (78.7%)) were the most common symptoms. Ultrasonography revealed solitary abscesses (99 (66%)) to be more common than multiple abscesses (24 (16%)), with a predominant location in the right lobe (128 (85.3%)). Laboratory investigations showed leukocytosis in 121 (80.7%), elevated liver enzymes (95 (63.3%) aspartate aminotransferase (AST) and 80 (53.3%) alanine transaminase (ALT)), elevated alkaline phosphatase (ALP) in 133 (88.7%), and low albumin levels (138 (92%)) in a significant proportion of patients. Single-time needle aspiration (95 (63.3%)), percutaneous drain (36 (24%)), and surgical intervention (4 (2.7%)) were the primary treatment modalities. Serum albumin level (p<0.001) and ALP (p<0.001) were significantly low and high, respectively, in patients with hospital stays ≥10 days. Conclusions This study provides insights into patients with liver abscesses' clinical and laboratory parameters and management strategies. The findings highlight the diverse clinical presentation, varied etiologies, and the importance of radiological imaging and laboratory investigations in diagnosis and management. Tailored treatment strategies based on the patient's condition are crucial for optimizing outcomes.

Correction: Observational Study of Clinical Profiles and Management of Liver Abscess in Hospitalized Patients: A North Indian Tertiary Care Perspective.

[This corrects the article DOI: 10.7759/cureus.54401.].

In-Vivo Evaluation of a Novel Integrated Pediatric Pump Lung in a 30-Day Ovine Animal Model.

Recently there has been increased use of mechanical circulatory support in pediatric patients as a bridge to cardiopulmonary recovery or transplantation. However, there are few devices that are optimized and approved for use in pediatric patients. We designed and prototyped a novel integrated pediatric pump lung (PPL) that underwent 30 day in-vivo testing in seven juvenile Dorset Hybrid sheep. Devices were implanted in a right atrial to pulmonary artery configuration. Six of seven sheep survived with a device functioning for 25-35 days. The device flow rate was maintained at 2.08 ± 0.34 to 2.54 ± 0.16 L/min with oxygen transfer of 109.8 ± 24.8 to 151.2 ± 26.2 ml/min over the study duration. Aside from a postoperative drop in hematocrit, all hematologic and blood chemistry test values returned to normal ranges after 1-2 weeks postoperatively. Similarly, lactate dehydrogenase increased postoperatively and returned to baseline. In two sheep, there were early device failures due to oxygenator thrombosis on postoperative days zero and five; they then had oxygenator exchanges with subsequent devices performing stably for 30 days. This study demonstrated that the integrated PPL device exhibited stable performance and acceptable biocompatibility in a 30 day ovine model.

Incidence of Complications After Tibial Tubercle Osteotomy and Tibial Tubercle Osteotomy With Distalization.

BACKGROUND: Tibial tubercle osteotomy (TTO) is a well-established surgical treatment option for patellofemoral instability and pain. TTO with distalization (TTO-D) is indicated for patients with patellofemoral instability, patellar malalignment, and patella alta. The current literature demonstrates several complications that may be associated with TTO, with reportedly higher rates of complications associated with TTO-D. PURPOSE: To analyze and compare complication rates after TTO without distalization (TTO-ND) and TTO-D and assess risk factors associated with complications. STUDY DESIGN: Cohort study; Level of evidence, 3. METHODS: All skeletally mature patients who underwent TTO with or without distalization by a single surgeon between September 2014 and May 2023 with a minimum of 6 months of clinical follow-up were retrospectively reviewed. Patient factors, surgical indications, perioperative data, and complications were collected via a retrospective review of electronic medical records. Concomitant procedures were categorized as intra-articular, extra-articular, and osteotomies. RESULTS: A total of 251 TTOs (117 TTO-D, 134 TTO-ND) were included in the study group. Postoperative complications were observed in 15 operations (6%), with arthrofibrosis as the most common complication (10 operations [4%]). TTO-D and TTO-ND had similar rates of complication (5% vs 7%; P = .793). Clinical nonunion was observed in 3 operations (3%) in the TTO-D cohort and 1 operation (1%) in the TTO-ND cohort. In the TTO-D cohort, concomitant intra-articular procedures were significantly associated with an increased likelihood of complications in a univariate model. In the TTO-ND cohort, an increased tourniquet time was significantly associated with an increased likelihood of complications in a univariate model. For all TTOs as well as the TTO-D and TTO-ND cohorts, there were no significant associations between patient or surgical variables in a multivariate model. CONCLUSION: TTO with and without distalization is a safe procedure with low rates of complication. TTO-D was not associated with a higher rate of complications compared with TTO-ND. There was no association between complications and surgical variables for TTO procedures.

High Prevalence of Work-related Musculoskeletal Disorders and Limited Evidence-based Ergonomics in Orthopaedic Surgery: A Systematic Review.

BACKGROUND: The Centers for Disease Control defines work-related musculoskeletal disorders as disorders of the nerves, muscles, tendons, joints, spinal discs, and cartilage that are caused or exacerbated by the environment or nature of work. Previous meta-analyses have characterized work-related musculoskeletal disorders among interventionists, general surgeons, and other surgical subspecialties, but prevalence estimates, prognosis, and ergonomic considerations vary by study and surgical specialty. QUESTIONS/PURPOSES: (1) What is the career prevalence of work-related musculoskeletal disorders in orthopaedic surgeons? (2) What is the treatment prevalence associated with work-related musculoskeletal disorders in orthopaedic surgeons? (3) What is the disability burden of work-related musculoskeletal disorders in orthopaedic surgeons? (4) What is the scope of orthopaedic surgical ergonomic assessments and interventions? METHODS: A systematic review of English-language studies from PubMed, MEDLINE, Embase, and Scopus was performed in December 2022 and reported in accordance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses guidelines. Studies that presented prevalence estimates of work-related musculoskeletal disorders or assessed surgical ergonomics in orthopaedic surgery were included. Reviews, case reports, gray literature (conference abstracts and preprints), and studies with mixed-surgeon (nonorthopaedic) populations were excluded. The search yielded 5603 abstracts; 24 survey-based studies with 4876 orthopaedic surgeons (mean age 48 years; 79% of surgeons were men) were included for an analysis of work-related musculoskeletal disorders, and 18 articles were included for a descriptive synthesis of ergonomic assessment. Quality assessment using the Joanna Briggs Institute Tool revealed that studies had a low to moderate risk of bias, largely because of self-reporting survey-based methodology. Because of considerable heterogeneity and risk of bias, prevalence outcomes were not pooled and instead are presented as ranges (mean I 2 = 91.3%). RESULTS: The career prevalence of work-related musculoskeletal disorders in orthopaedic surgeons ranged from 37% to 97%. By anatomic location, the prevalence of work-related musculoskeletal disorders in the head and neck ranged from 4% to 74%; back ranged from 9% to 77%; forearm, wrist, and hand ranged from 12% to 54%; elbow ranged from 3% to 28%; shoulder ranged from 3% to 34%; hip and thigh ranged from 1% to 10%; knee and lower leg ranged from 1% to 31%; and foot and ankle ranged from 4% to 25%. Of orthopaedic surgeons reporting work-related musculoskeletal disorders, 9% to 33% had a leave of absence, practice restriction or modification, or early retirement, and 27% to 83% received some form of treatment. Orthopaedic surgeons experienced biomechanical, cardiovascular, neuromuscular, and metabolic stress during procedures. Interventions to improve orthopaedic surgical ergonomics have been limited, but have included robotic assistance, proper visualization aids, appropriate use of power tools, and safely minimizing lead apron use. In hip and knee arthroplasty, robotic assistance was the most effective in improving posture and reducing caloric expenditure. In spine surgery, proper use of surgical loupes was the most effective in improving posture. CONCLUSION: Although the reported ranges of our main findings were wide, even on the low end of the reported ranges, work-related musculoskeletal disability among orthopaedic surgeons appears to be a substantial concern. We recommend that orthopaedic residency training programs incorporate surgical ergonomics or work injury lectures, workshops, and film review (alongside existing film review of surgical skills) into their curricula. We suggest hospitals engage in shared decision-making with surgeons through anonymous needs assessment surveys to implement wellness programs specific to surgeons' musculoskeletal needs. We urge institutions to assess surgeon ergonomics during routine quality assessment of novel surgical instruments and workflows. LEVEL OF EVIDENCE: Level III, prognostic study.

Pulmonary thromboendarterectomy in hospitalized versus elective patients with chronic thromboembolic pulmonary hypertension.

OBJECTIVE: We sought to characterize outcomes in patients undergoing pulmonary thromboendarterectomy electively versus after acute presentation. METHODS: This is a retrospective analysis of patients who underwent pulmonary thromboendarterectomy from October 2015 to April 2022. Patients were divided into 2 groups depending on elective surgery or surgery during the same hospitalization as their presentation. RESULTS: In total, 69 patients were included: 45 in the hospitalized group and 24 in the elective group. Patients in the hospitalized group were less likely to have chronic lung disease, history of pulmonary embolism and hypertension, be on anticoagulation and medication for pulmonary hypertension, and present with >1 month of respiratory symptoms. They were more likely to have worse preoperative right ventricular function. Among other demographics, risk factors for venous thromboembolism were similar between both groups. Thirteen patients in the hospitalized group required preoperative extracorporeal membrane oxygenation. There was no difference in disease classification and operative, cardiopulmonary bypass, and hypothermic circulatory arrest durations between both groups. Postoperative complications were similar between both groups, except for greater frequency of deep vein thrombosis in the hospitalized group (26.7% vs 4.2%, P = .03). In-hospital and intensive care unit length of stay were similar between both groups. Overall, in-hospital mortality was 4.3% and was similar between both groups; P = .28. CONCLUSIONS: Our series shows that pulmonary thromboendarterectomy can be safely performed in patients presenting acutely, with comparable postoperative complications and in-hospital mortality to an elective setting. Such patients present with worse right ventricular function, sometimes requiring temporary mechanical support.

Bioartificial liver system approved for clinical trials in China.

Bioartificial organ systems are becoming more attractive options for end-stage organ disease. Currently, end-stage liver disease has several palliative options but relies on transplantation for curative management. A new bioartificial liver has been approved for clinical trials in China and helps support the failed liver via stem cells.

Is Discharge Within a Day Following Total Hip Arthroplasty Safe in the Septuagenarian and Octogenarian Population? A Propensity-Matched Cohort Study.

BACKGROUND: Limited data exists on whether patients older than 70 can safely be discharged within a day (rapid discharge (RD)) following primary total hip arthroplasty (THA). The purpose of this study was to compare perioperative complications and readmission rates associated with RD in patients ≥70 years compared to longer lengths of stay following THA. METHODS: A retrospective, propensity-matched cohort study was conducted using the National Surgical Quality Improvement Program database from 2006 to 2020. Patients ≥70 years undergoing RD following THA were propensity matched to patients ≥70 years who had longer hospital stays (nonrapid discharge). Sub-analyses were performed for septuagenarians and octogenarians. Following 1:1 matching, multivariate analyses were performed to compare perioperative complications and readmissions. Following propensity matching, both groups contained 2,192 patients. RESULTS: The RD patients were found to have shorter operative times (P < .001), less bleeding complications (P < .001), and were more likely to have home discharges (P < .001). The 2 cohorts did not differ in the remaining complications or 30-day postoperative period readmissions among all patients and when evaluating septuagenarians and octogenarians. CONCLUSION: Patients ≥70 years undergoing RD following THA had comparable complication and readmission rates to patients older than 70 undergoing nonrapid discharge. Furthermore, RD patients were more likely to have home discharges and have shorter operations with less bleeding complications. Septuagenarians receiving RD were more likely to have an unplanned readmission. These data suggest that RD following THA can be performed safely in select patients older than 70.

Understanding the use of artificial intelligence for implant analysis in total joint arthroplasty: a systematic review.

INTRODUCTION: In recent years, there has been a significant increase in the development of artificial intelligence (AI) algorithms aimed at reviewing radiographs after total joint arthroplasty (TJA). This disruptive technology is particularly promising in the context of preoperative planning for revision TJA. Yet, the efficacy of AI algorithms regarding TJA implant analysis has not been examined comprehensively. METHODS: PubMed, EBSCO, and Google Scholar electronic databases were utilized to identify all studies evaluating AI algorithms related to TJA implant analysis between 1 January 2000, and 27 February 2023 (PROSPERO study protocol registration: CRD42023403497). The mean methodological index for non-randomized studies score was 20.4 ± 0.6. We reported the accuracy, sensitivity, specificity, positive predictive value, and area under the curve (AUC) for the performance of each outcome measure. RESULTS: Our initial search yielded 374 articles, and a total of 20 studies with three main use cases were included. Sixteen studies analyzed implant identification, two addressed implant failure, and two addressed implant measurements. Each use case had a median AUC and accuracy above 0.90 and 90%, respectively, indicative of a well-performing AI algorithm. Most studies failed to include explainability methods and conduct external validity testing. CONCLUSION: These findings highlight the promising role of AI in recognizing implants in TJA. Preliminary studies have shown strong performance in implant identification, implant failure, and accurately measuring implant dimensions. Future research should follow a standardized guideline to develop and train models and place a strong emphasis on transparency and clarity in reporting results. LEVEL OF EVIDENCE: Level III.