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1.
Rev. esp. cir. ortop. traumatol. (Ed. impr.) ; 67(5): 354-364, Sept-Oct, 2023. tab, graf, ilus
Article in English | IBECS | ID: ibc-224958

ABSTRACT

Introduction: Ipsilateral proximal and shaft femoral fractures typically occur in young adults after high-energy trauma. No consensus exists regarding the optimal internal fixation device or surgical strategy for these complex fractures. Our main objective is to identify differences on outcomes and complications between patients treated with one or combined implants. Material and method: This is a single-center retrospective cohort study in patients with associated fractures of the proximal (31 AO) and shaft femur (32 AO). We divided the patients into two groups according to the use of single (Group I) or combined implants (Group II). Demographic, clinical, radiological, surgical data and development of complications were collected.Results: We identified 28 patients (19 men and 9 women) with an average age of 43 years. We used an anterograde femoral nail in group I (17 patients) and a retrograde femoral nail or a plate associated with hip lag screws or sliding hip screw in Group II (11 patients). Patients were followed up for 26.28 (9.12–62.88) months. Osteonecrosis of the femoral head, osteoarthritis, infection or nonunion was found in 9 patients (32%). No significant differences (p 0.70) were found in complications between two groups or between definitive surgical fixation before or after the first 24h. Conclusions: No differences in the development of complications or timing of definitive fixation were found between the use of one or combined implants in ipsilateral proximal femur and shaft fractures. Regardless of the implant chosen, an appropriate osteosynthesis technique is crucial, even so high complication rates are expected.


Introducción: Las fracturas ipsilaterales proximales y diafisarias del fémur suelen ocurrir en adultos jóvenes después de un traumatismo de alta energía. No existe consenso sobre el dispositivo de fijación interna óptimo o la estrategia quirúrgica para estas fracturas complejas. Nuestro principal objetivo es identificar las diferencias en los resultados y complicaciones entre los pacientes tratados con un implante o combinados. Material y método: Este es un estudio de cohorte retrospectivo unicéntrico en pacientes con fracturas asociadas del fémur proximal (31 AO) y diafisarias (32 AO). Dividimos a los pacientes en 2 grupos según el uso de implantes únicos (grupo i) o combinados (grupo ii). Se recogieron datos demográficos, clínicos, radiológicos, quirúrgicos y complicaciones. Resultados: Se identificaron 28 pacientes (19 hombres y 9 mujeres) con una edad promedio de 43 años. Utilizamos un clavo femoral anterógrado en el grupo i (17 pacientes) y un clavo femoral retrógrado o una placa con tornillos a compresión o tornillo deslizante de cadera en el grupo ii (11 pacientes). Los pacientes fueron seguidos durante 26,28 (9,12-62,88) meses. Se encontró osteonecrosis de la cabeza femoral, osteoartritis, infección o seudoartrosis en 9 pacientes (32%). No se encontraron diferencias significativas (p=0,70) en las complicaciones entre los 2 grupos o entre la fijación quirúrgica definitiva antes o después de las primeras 24h. Conclusiones: No se encontraron diferencias en el desarrollo de complicaciones o el momento de la fijación definitiva entre el uso de un implante o combinado en fracturas ipsilaterales de fémur proximal y diafisario. Independientemente del implante elegido, una técnica de osteosíntesis adecuada es crucial; aun así son esperables altas tasas de complicaciones.(AU)


Subject(s)
Humans , Male , Female , Middle Aged , Femoral Fractures/surgery , Femur/injuries , Femoral Fractures/therapy , Camurati-Engelmann Syndrome , Femoral Fractures/classification , Retrospective Studies , Cohort Studies , Traumatology , Orthopedics , Orthopedic Procedures
2.
Rev. esp. cir. ortop. traumatol. (Ed. impr.) ; 67(5): T354-T364, Sept-Oct, 2023. tab, graf, ilus
Article in Spanish | IBECS | ID: ibc-224959

ABSTRACT

Introduction: Ipsilateral proximal and shaft femoral fractures typically occur in young adults after high-energy trauma. No consensus exists regarding the optimal internal fixation device or surgical strategy for these complex fractures. Our main objective is to identify differences on outcomes and complications between patients treated with one or combined implants. Material and method: This is a single-center retrospective cohort study in patients with associated fractures of the proximal (31 AO) and shaft femur (32 AO). We divided the patients into two groups according to the use of single (Group I) or combined implants (Group II). Demographic, clinical, radiological, surgical data and development of complications were collected.Results: We identified 28 patients (19 men and 9 women) with an average age of 43 years. We used an anterograde femoral nail in group I (17 patients) and a retrograde femoral nail or a plate associated with hip lag screws or sliding hip screw in Group II (11 patients). Patients were followed up for 26.28 (9.12–62.88) months. Osteonecrosis of the femoral head, osteoarthritis, infection or nonunion was found in 9 patients (32%). No significant differences (p 0.70) were found in complications between two groups or between definitive surgical fixation before or after the first 24h. Conclusions: No differences in the development of complications or timing of definitive fixation were found between the use of one or combined implants in ipsilateral proximal femur and shaft fractures. Regardless of the implant chosen, an appropriate osteosynthesis technique is crucial, even so high complication rates are expected.


Introducción: Las fracturas ipsilaterales proximales y diafisarias del fémur suelen ocurrir en adultos jóvenes después de un traumatismo de alta energía. No existe consenso sobre el dispositivo de fijación interna óptimo o la estrategia quirúrgica para estas fracturas complejas. Nuestro principal objetivo es identificar las diferencias en los resultados y complicaciones entre los pacientes tratados con un implante o combinados. Material y método: Este es un estudio de cohorte retrospectivo unicéntrico en pacientes con fracturas asociadas del fémur proximal (31 AO) y diafisarias (32 AO). Dividimos a los pacientes en 2 grupos según el uso de implantes únicos (grupo i) o combinados (grupo ii). Se recogieron datos demográficos, clínicos, radiológicos, quirúrgicos y complicaciones. Resultados: Se identificaron 28 pacientes (19 hombres y 9 mujeres) con una edad promedio de 43 años. Utilizamos un clavo femoral anterógrado en el grupo i (17 pacientes) y un clavo femoral retrógrado o una placa con tornillos a compresión o tornillo deslizante de cadera en el grupo ii (11 pacientes). Los pacientes fueron seguidos durante 26,28 (9,12-62,88) meses. Se encontró osteonecrosis de la cabeza femoral, osteoartritis, infección o seudoartrosis en 9 pacientes (32%). No se encontraron diferencias significativas (p=0,70) en las complicaciones entre los 2 grupos o entre la fijación quirúrgica definitiva antes o después de las primeras 24h. Conclusiones: No se encontraron diferencias en el desarrollo de complicaciones o el momento de la fijación definitiva entre el uso de un implante o combinado en fracturas ipsilaterales de fémur proximal y diafisario. Independientemente del implante elegido, una técnica de osteosíntesis adecuada es crucial; aun así son esperables altas tasas de complicaciones.(AU)


Subject(s)
Humans , Male , Female , Adult , Femoral Fractures/surgery , Femur/injuries , Femoral Fractures/therapy , Camurati-Engelmann Syndrome , Femoral Fractures/classification , Retrospective Studies , Cohort Studies , Traumatology , Orthopedics , Orthopedic Procedures
3.
Orthop Clin North Am ; 52(4): 335-346, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34538346

ABSTRACT

The burden of periprosthetic distal femoral fractures is projected to increase accordingly with the increase in total knee arthroplasties (TKAs) performed globally in the future. Less invasive plating and intramedullary (IM) nailing techniques still seem to provide similar outcomes based on current literature. Double-plating and combination techniques may prove to be beneficial in the future pending further large-scale studies but currently have not demonstrated superiority over single plating and IM nailing based on current evidence. Distal femoral replacement may provide a useful option for future treatment, provided it is performed by a trained knee arthroplasty surgeon.


Subject(s)
Arthroplasty, Replacement, Knee/adverse effects , Femoral Fractures/surgery , Periprosthetic Fractures/surgery , Bone Nails , Bone Plates , Femoral Fractures/classification , Femur/injuries , Femur/surgery , Fracture Fixation, Internal/instrumentation , Fracture Fixation, Internal/methods , Humans , Open Fracture Reduction/methods , Periprosthetic Fractures/classification , Reoperation
4.
Bone Joint J ; 103-B(8): 1339-1344, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34334039

ABSTRACT

AIMS: This aim of this study was to assess the reliability and validity of the Unified Classification System (UCS) for postoperative periprosthetic femoral fractures (PFFs) around cemented polished taper-slip (PTS) stems. METHODS: Radiographs of 71 patients with a PFF admitted consecutively at two centres between 25 February 2012 and 19 May 2020 were collated by an independent investigator. Six observers (three hip consultants and three trainees) were familiarized with the UCS. Each PFF was classified on two separate occasions, with a mean time between assessments of 22.7 days (16 to 29). Interobserver reliability for more than two observers was assessed using percentage agreement and Fleiss' kappa statistic. Intraobserver reliability between two observers was calculated with Cohen kappa statistic. Validity was tested on surgically managed UCS type B PFFs where stem stability was documented in operation notes (n = 50). Validity was assessed using percentage agreement and Cohen kappa statistic between radiological assessment and intraoperative findings. Kappa statistics were interpreted using Landis and Koch criteria. All six observers were blinded to operation notes and postoperative radiographs. RESULTS: Interobserver reliability percentage agreement was 58.5% and the overall kappa value was 0.442 (moderate agreement). Lowest kappa values were seen for type B fractures (0.095 to 0.360). The mean intraobserver reliability kappa value was 0.672 (0.447 to 0.867), indicating substantial agreement. Validity percentage agreement was 65.7% and the mean kappa value was 0.300 (0.160 to 0.4400) indicating only fair agreement. CONCLUSION: This study demonstrates that the UCS is unsatisfactory for the classification of PFFs around PTS stems, and that it has considerably lower reliability and validity than previously described for other stem types. Radiological PTS stem loosening in the presence of PFF is poorly defined and formal intraoperative testing of stem stability is recommended. Cite this article: Bone Joint J 2021;103-B(8):1339-1344.


Subject(s)
Femoral Fractures/classification , Hip Prosthesis , Periprosthetic Fractures/classification , Postoperative Complications/classification , Aged , Aged, 80 and over , Bone Cements , Female , Femoral Fractures/diagnostic imaging , Humans , Male , Middle Aged , Observer Variation , Periprosthetic Fractures/diagnostic imaging , Postoperative Complications/diagnostic imaging , Prosthesis Design , Radiography , Reproducibility of Results
5.
Bone Joint J ; 103-B(7 Supple B): 122-128, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34192901

ABSTRACT

AIMS: The prevalence of ipsilateral total hip arthroplasty (THA) and total knee arthroplasty (TKA) is rising in concert with life expectancy, putting more patients at risk for interprosthetic femur fractures (IPFFs). Our study aimed to assess treatment methodologies, implant survivorship, and IPFF clinical outcomes. METHODS: A total of 76 patients treated for an IPFF from February 1985 to April 2018 were reviewed. Prior to fracture, at the hip/knee sites respectively, 46 femora had primary/primary, 21 had revision/primary, three had primary/revision, and six had revision/revision components. Mean age and BMI were 74 years (33 to 99) and 30 kg/m2 (21 to 46), respectively. Mean follow-up after fracture treatment was seven years (2 to 24). RESULTS: Overall, 59 fractures were classified as Vancouver C (Unified Classification System (UCS) D), 17 were Vancouver B (UCS B). In total, 57 patients (75%) were treated with open reduction and internal fixation (ORIF); three developed nonunion, three developed periprosthetic joint infection, and two developed aseptic loosening. In all, 18 patients (24%) underwent revision arthroplasty including 13 revision THAs, four distal femoral arthroplasties (DFAs), and one revision TKA: of these, one patient developed aseptic loosening and two developed nonunion. Survivorship free from any reoperation was 82% (95% confidence interval (CI) 66.9% to 90.6%) and 77% (95% CI 49.4% to 90.7%) in the ORIF and revision groups at two years, respectively. ORIF patients who went on to union tended to have stemmed knee components and greater mean interprosthetic distance (IPD = 189 mm (SD 73.6) vs 163 mm (SD 36.7); p = 0.546) than nonunited fractures. Patients who went on to nonunion in the revision arthroplasty group had higher medullary diameter: cortical width ratio (2.5 (SD 1.7) vs 1.3 (SD 0.3); p = 0.008) and lower IPD (36 mm (SD 30.6) vs 214 mm (SD 32.1); p < 0.001). At latest follow-up, 95% of patients (n = 72) were ambulatory. CONCLUSION: Interprosthetic femur fractures are technically and biologically challenging cases. Individualized approaches to internal fixation versus revision arthroplasty led to an 81% (95% CI 68.3% to 88.6%) survivorship free from reoperation at two years with 95% of patients ambulatory. Continued improvements in management are warranted. Cite this article: Bone Joint J 2021;103-B(7 Supple B):122-128.


Subject(s)
Arthroplasty, Replacement, Hip , Arthroplasty, Replacement, Knee , Femoral Fractures/surgery , Periprosthetic Fractures/surgery , Postoperative Complications/surgery , Adult , Aged , Aged, 80 and over , Female , Femoral Fractures/classification , Humans , Male , Middle Aged , Periprosthetic Fractures/classification , Postoperative Complications/classification , Reoperation/statistics & numerical data
6.
Bone Joint J ; 103-B(7): 1222-1230, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34192924

ABSTRACT

AIMS: We aimed to compare the implant survival, complications, readmissions, and mortality of Vancouver B2 periprosthetic femoral fractures (PFFs) treated with internal fixation with that of B1 PFFs treated with internal fixation and B2 fractures treated with revision arthroplasty. METHODS: We retrospectively reviewed the data of 112 PFFs, of which 47 (42%) B1 and 27 (24%) B2 PFFs were treated with internal fixation, whereas 38 (34%) B2 fractures underwent revision arthroplasty. Decision to perform internal fixation for B2 PFFs was based on specific radiological (polished femoral components, intact bone-cement interface) and clinical criteria (low-demand patient). Median follow-up was 36.4 months (24 to 60). Implant survival and mortality over time were estimated with the Kaplan-Meier method. Adverse events (measured with a modified Dindo-Clavien classification) and 90-day readmissions were additionally compared between groups. RESULTS: In all, nine (8.01%) surgical failures were detected. All failures occurred within the first 24 months following surgery. The 24-month implant survival was 95.4% (95% confidence interval (CI) 89.13 to 100) for B1 fractures treated with internal fixation, 90% (95% CI 76.86 to 100) for B2 PFFs treated with osteosynthesis-only, and 85.8% (95% CI 74.24 to 97.36) for B2 fractures treated with revision THA, without significant differences between groups (p = 0.296). Readmissions and major adverse events including mortality were overall high, but similar between groups (p > 0.05). The two-year patient survival rate was 87.1% (95% CI 77.49 to 95.76), 66.7% (95% CI 48.86 to 84.53), and 84.2% (95% CI 72.63 to 95.76), for the B1 group, B2 osteosynthesis group, and B2 revision group, respectively (p = 0.102). CONCLUSION: Implant survival in Vancouver B2 PFFs treated with internal fixation was similar to that of B1 fractures treated with the same method and to B2 PFFs treated with revision arthroplasty. Low-demand, elderly patients with B2 fractures around well-cemented polished femoral components with an intact bone-cement interface can be safely treated with internal fixation. Cite this article: Bone Joint J 2021;103-B(7):1222-1230.


Subject(s)
Arthroplasty, Replacement, Hip/methods , Femoral Fractures/surgery , Fracture Fixation, Internal/methods , Hip Prosthesis , Periprosthetic Fractures/surgery , Aged , Aged, 80 and over , Cementation , Female , Femoral Fractures/classification , Femoral Fractures/mortality , Humans , Kaplan-Meier Estimate , Male , Patient Readmission/statistics & numerical data , Periprosthetic Fractures/classification , Periprosthetic Fractures/mortality , Postoperative Complications/mortality , Prosthesis Design , Prosthesis Failure , Retrospective Studies
7.
Acta Orthop ; 92(4): 394-400, 2021 Aug.
Article in English | MEDLINE | ID: mdl-33627045

ABSTRACT

Background and purpose - A correct diagnosis is essential for the appropriate treatment of patients with atypical femoral fractures (AFFs). The diagnostic accuracy of radiographs with standard radiology reports is very poor. We derived a diagnostic algorithm that uses deep neural networks to enable clinicians to discriminate AFFs from normal femur fractures (NFFs) on conventional radiographs.Patients and methods - We entered 433 radiographs from 149 patients with complete AFF and 549 radiographs from 224 patients with NFF into a convolutional neural network (CNN) that acts as a core classifier in an automated pathway and a manual intervention pathway (manual improvement of image orientation). We tested several deep neural network structures (i.e., VGG19, InceptionV3, and ResNet) to identify the network with the highest diagnostic accuracy for distinguishing AFF from NFF. We applied a transfer learning technique and used 5-fold cross-validation and class activation mapping to evaluate the diagnostic accuracy.Results - In the automated pathway, ResNet50 had the highest diagnostic accuracy, with a mean of 91% (SD 1.3), as compared with 83% (SD 1.6) for VGG19, and 89% (SD 2.5) for InceptionV3. The corresponding accuracy levels for the intervention pathway were 94% (SD 2.0), 92% (2.7), and 93% (3.7), respectively. With regards to sensitivity and specificity, ResNet outperformed the other networks with a mean AUC (area under the curve) value of 0.94 (SD 0.01) and surpassed the accuracy of clinical diagnostics.Interpretation - Artificial intelligence systems show excellent diagnostic accuracies for the rare fracture type of AFF in an experimental setting.


Subject(s)
Artificial Intelligence/standards , Femoral Fractures/classification , Femoral Fractures/diagnostic imaging , Neural Networks, Computer , Aged , Female , Humans , Male , Middle Aged , Radiography
8.
J Bone Joint Surg Am ; 103(2): 123-130, 2021 Jan 20.
Article in English | MEDLINE | ID: mdl-33476100

ABSTRACT

BACKGROUND: Atypical femoral fracture (AFF) is associated with high prevalence rates of prodromal symptoms, bilateral involvement, complications, and the need for prophylactic fixation due to a risk of an impending fracture. Although most complete AFF cases have an asymptomatic contralateral femur at the initial presentation, there is lack of clarity on its progression. We evaluated the radiographic progression of asymptomatic contralateral femora in patients with a complete AFF and investigated the characteristics of these patients. METHODS: The medical records of 80 consecutive patients who had been treated for a complete AFF were retrospectively evaluated. We excluded 14 patients who had been lost to follow-up, 10 whose contralateral femur initially had been symptomatic and had been treated simultaneously, and 3 whose contralateral femur had previously been treated surgically. The remaining 53 patients were all women with an average age of 71.8 years. The average duration of bisphosphonate (BP) use was 63.6 months, and the mean follow-up duration was 48.9 months. All of the contralateral femora were asymptomatic and were divided into 2 grades according to the initial radiographic findings. We evaluated the prevalence of radiographic progression according to the grades and compared patient characteristics between the progression and non-progression groups. RESULTS: Radiographic progression was noted in 18 patients (34%) during the follow-up: 3 (12%) of 25 in grade 1 and 15 (53.6%) of 28 in grade 2 (p < 0.001). The mean time to progression for these 18 patients was 25.6 months, which also differed significantly depending on the grade (p = 0.02). Eleven and 9 (61.1% and 25.7%) of the patients received BP postoperatively in the progression and non-progression groups, respectively (p = 0.01). CONCLUSIONS: The prevalence of radiographic progression was relatively high, even though the contralateral femur was initially asymptomatic, and differed significantly according to the initial radiographic grade. The frequency of postoperative BP use was significantly higher in the progression group. LEVEL OF EVIDENCE: Prognostic Level III. See Instructions for Authors for a complete description of levels of evidence.


Subject(s)
Femoral Fractures/diagnostic imaging , Femur/diagnostic imaging , Aged , Aged, 80 and over , Bone Density Conservation Agents/adverse effects , Diphosphonates/adverse effects , Disease Progression , Female , Femoral Fractures/classification , Femoral Fractures/diagnosis , Femoral Fractures/surgery , Femur/injuries , Femur/surgery , Fracture Fixation, Intramedullary , Humans , Middle Aged , Retrospective Studies
9.
Eur J Orthop Surg Traumatol ; 31(1): 193-198, 2021 Jan.
Article in English | MEDLINE | ID: mdl-32691167

ABSTRACT

Unstable proximal femur fractures above a knee revision stem are an emerging complication that is especially difficult to treat. Since this pattern does not adapt to any previously reported classification, we named it "inverted Vancouver C fracture". In this single-centre case series, we pose a nail-plate combination for the treatment of such clinical picture. The incidence was low among proximal and implant-related femoral fractures. All the fractures healed without records of major local complications. Thus, we consider this technique safe and reproducible.


Subject(s)
Arthroplasty, Replacement, Knee/adverse effects , Femoral Fractures , Periprosthetic Fractures , Aged , Aged, 80 and over , Bone Nails , Bone Plates , Female , Femoral Fractures/classification , Femoral Fractures/diagnostic imaging , Femoral Fractures/etiology , Femoral Fractures/surgery , Femur/diagnostic imaging , Femur/injuries , Femur/surgery , Fracture Fixation, Intramedullary , Humans , Knee Prosthesis , Male , Periprosthetic Fractures/classification , Periprosthetic Fractures/diagnostic imaging , Periprosthetic Fractures/etiology , Periprosthetic Fractures/surgery , Reoperation , Retrospective Studies
10.
Bone Joint J ; 103-B(1): 71-78, 2021 Jan.
Article in English | MEDLINE | ID: mdl-33380191

ABSTRACT

AIMS: Periprosthetic fractures (PPFs) around cemented taper-slip femoral prostheses often result in a femoral component that is loose at the prosthesis-cement interface, but where the cement-bone interface remains well-fixed and bone stock is good. We aim to understand how best to classify and manage these fractures by using a modification of the Vancouver classification. METHODS: We reviewed 87 PPFs. Each was a first episode of fracture around a cemented femoral component, where surgical management consisted of revision surgery. Data regarding initial injury, intraoperative findings, and management were prospectively collected. Patient records and serial radiographs were reviewed to determine fracture classification, whether the bone cement was well fixed (B2W) or loose (B2L), and time to fracture union following treatment. RESULTS: In total, 47 B2W fractures (54.0%) and one B3 fracture (1.1%) had cement that remained well-fixed at the cement-bone interface. These cases were treated with cement-in-cement (CinC) revision arthroplasty. Overall, 43 fractures with follow-up united, and two patients sustained further fractures secondary to nonunion and required further revision surgery. A total of 19 B2L fractures (21.8%) and 19 B3 fractures (21.8%) had cement that was loose at the cement-bone interface. These cases were managed by revision arthroplasty with either cemented or uncemented femoral components, or proximal femoral arthroplasty. One case could not be classified. CONCLUSION: We endorse a modification of the original Vancouver system to include a subclassification of B2 fractures around cemented femoral prostheses to include B2W (where cement is well-fixed to bone) and B2L (where the cement is loose). Fractures around taper-slip design stems are more likely to fracture in a B2W pattern compared to fractures around composite beam design stems which are more likely to fracture in a B2L pattern. B2W fractures can reliably be managed with CinC revision. Cite this article: Bone Joint J 2021;103-B(1):71-78.


Subject(s)
Arthroplasty, Replacement, Hip , Femoral Fractures/classification , Periprosthetic Fractures/classification , Adult , Aged , Bone Cements , Female , Femoral Fractures/surgery , Fracture Fixation/methods , Hip Prosthesis , Humans , Male , Middle Aged , Periprosthetic Fractures/surgery , Prosthesis Failure , Reoperation , Surface Properties
11.
J Orthop Surg Res ; 15(1): 414, 2020 Sep 15.
Article in English | MEDLINE | ID: mdl-32933566

ABSTRACT

BACKGROUND: Atypical femoral fracture is one of the many complications after the long-term use of bisphosphonates. The American Society for Bone and Mineral Research has officially excluded periprosthetic femoral fractures (PFFs) from the definition of atypical femoral fractures (AFFs). Several case reports found that PFFs can occur with characteristics similar to those of AFFs. The purpose of our study was to evaluate the proportion of atypical fractures among Vancouver type B1 fractures, and to determine the association between the long-term use of bisphosphonates and the occurrence of atypical periprosthetic femoral fractures (APFFs). METHODS: In this retrospective study, we reviewed 41 patients with Vancouver type B1 periprosthetic fractures between January 1, 2011 and December 31, 2018. We classified them into two groups, namely atypical and typical PFFs, based on the fracture morphology. We noted the proportion of atypical periprosthetic fractures among B1 fractures and identified risk factors. RESULTS: Among the 41 PFFs, 5 (13%) fractures were classified as atypical PFF based on the radiological characteristics. The longer duration of bisphosphonate use was probably the only independent risk factor that significantly increases the occurrence of APFF (p = 0.03, 0.08 (CI 0.008 - 0.16)). There were no significant differences in age, gender, body mass index, comorbidities, corticosteroid use, positioning of the femoral stem, the method of fixation (cemented or cementless) and time lapse from before the primary prosthesis implantation to the PFF in the development of atypical fracture type. CONCLUSIONS: There seems to be a correlation between the long-term intake of bisphosphonates and the atypical periprosthetic fracture. Atypical femoral fracture can also occur in the periprosthetic form. TRIAL REGISTRATION: Study number: 22/2019-SZTE, http://www.klinikaikutatas.hu/hu/kutatasetika/jovahagyott-vizsgalatok-koezerdeku-adatai/category/25-jovahagyott-vizsgalatok-kozerdeku-adatai-rkeb-2019.html?download=985:22-2019 .


Subject(s)
Bone Density Conservation Agents/adverse effects , Diphosphonates/adverse effects , Femoral Fractures/etiology , Periprosthetic Fractures/etiology , Aged , Aged, 80 and over , Bone Cements , Bone Density Conservation Agents/administration & dosage , Diphosphonates/administration & dosage , Female , Femoral Fractures/classification , Femoral Fractures/diagnostic imaging , Femur/diagnostic imaging , Fracture Fixation, Internal/methods , Humans , Male , Middle Aged , Periprosthetic Fractures/classification , Periprosthetic Fractures/diagnostic imaging , Retrospective Studies , Risk Factors , Time Factors
12.
Sci Rep ; 10(1): 13694, 2020 08 13.
Article in English | MEDLINE | ID: mdl-32792627

ABSTRACT

In the medical field, various studies using artificial intelligence (AI) techniques have been attempted. Numerous attempts have been made to diagnose and classify diseases using image data. However, different forms of fracture exist, and inaccurate results have been confirmed depending on condition at the time of imaging, which is problematic. To overcome this limitation, we present an encoder-decoder structured neural network that utilizes radiology reports as ancillary information at training. This is a type of meta-learning method used to generate sufficiently adequate features for classification. The proposed model learns representation for classification from X-ray images and radiology reports simultaneously. When using a dataset of only 459 cases for algorithm training, the model achieved a favorable performance in a test dataset containing 227 cases (classification accuracy of 86.78% and classification F1 score of 0.867 for fracture or normal classification). This finding demonstrates the potential for deep learning to improve performance and accelerate application of AI in clinical practice.


Subject(s)
Femoral Fractures/classification , Pelvis/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted/methods , Deep Learning , Femoral Fractures/diagnostic imaging , Humans , Image Processing, Computer-Assisted/methods , Neural Networks, Computer , Radiography , Retrospective Studies
13.
Curr Med Res Opin ; 36(8): 1375-1381, 2020 08.
Article in English | MEDLINE | ID: mdl-32468914

ABSTRACT

Objective: The Unified Classification System (UCS) presents itself as an evolution of the Vancouver Classification (VCS) for the evaluation of periprosthetic fractures of the proximal femur (PPF). The aim of our study was to highlight any loss of reproducibility or validity of the new classification system, compared to the previous one.Material and methods: We tested the interobserver and intraobserver agreement using 40 PPF clinical cases. Each classifying subtype of the UCS and VCS was present in at least two cases. Six experienced hip surgeons (Senior Surgeon, SS) and 5 surgeons in training (Junior Surgeon, JS) classified the clinical cases, using VCS and UCS. The validity of both classifications was then tested with intraoperative surveys.Results: The mean κ value for interobserver agreement for the VCS in the JS group was 0.65 and 0.81 for the SS group. The mean κ value for interobserver agreement for the UCS in the JS group was 0.63 and 0.65 for the SS group. The mean κ value for intraobserver agreement for the VCS in the JS group was 0.71 and 0.73 for the SS group. The mean κ value for intraobserver agreement for the UCS in the JS group was 0.72 and 0.7 for the SS group. Validity analysis showed a moderate agreement for the VCS and a good agreement for the UCS.Conclusion: The UCS completes the Vancouver classification, expanding it. It is reliable, despite the increase in classification categories and number of parameters to evaluate, with a slightly higher validity.


Subject(s)
Femoral Fractures/classification , Periprosthetic Fractures/classification , Arthroplasty, Replacement, Hip , Femoral Fractures/surgery , Humans , Periprosthetic Fractures/surgery , Reproducibility of Results , Retrospective Studies
14.
Int J Comput Assist Radiol Surg ; 15(5): 847-857, 2020 May.
Article in English | MEDLINE | ID: mdl-32335786

ABSTRACT

PURPOSE: Demonstrate the feasibility of a fully automatic computer-aided diagnosis (CAD) tool, based on deep learning, that localizes and classifies proximal femur fractures on X-ray images according to the AO classification. The proposed framework aims to improve patient treatment planning and provide support for the training of trauma surgeon residents. MATERIAL AND METHODS: A database of 1347 clinical radiographic studies was collected. Radiologists and trauma surgeons annotated all fractures with bounding boxes and provided a classification according to the AO standard. In all experiments, the dataset was split patient-wise in three with the ratio 70%:10%:20% to build the training, validation and test sets, respectively. ResNet-50 and AlexNet architectures were implemented as deep learning classification and localization models, respectively. Accuracy, precision, recall and [Formula: see text]-score were reported as classification metrics. Retrieval of similar cases was evaluated in terms of precision and recall. RESULTS: The proposed CAD tool for the classification of radiographs into types "A," "B" and "not-fractured" reaches a [Formula: see text]-score of 87% and AUC of 0.95. When classifying fractures versus not-fractured cases it improves up to 94% and 0.98. Prior localization of the fracture results in an improvement with respect to full-image classification. In total, 100% of the predicted centers of the region of interest are contained in the manually provided bounding boxes. The system retrieves on average 9 relevant images (from the same class) out of 10 cases. CONCLUSION: Our CAD scheme localizes, detects and further classifies proximal femur fractures achieving results comparable to expert-level and state-of-the-art performance. Our auxiliary localization model was highly accurate predicting the region of interest in the radiograph. We further investigated several strategies of verification for its adoption into the daily clinical routine. A sensitivity analysis of the size of the ROI and image retrieval as a clinical use case were presented.


Subject(s)
Diagnosis, Computer-Assisted , Femoral Fractures/diagnostic imaging , Databases, Factual , Deep Learning , Femoral Fractures/classification , Femoral Fractures/surgery , Humans , Radiography
15.
J Pediatr Orthop ; 40(8): e669-e675, 2020 Sep.
Article in English | MEDLINE | ID: mdl-32251113

ABSTRACT

INTRODUCTION: Recent studies demonstrate considerable deviation from the American Academy of Orthopaedic Surgeons (AAOS) evidence-based guidelines for the treatment of pediatric diaphyseal femur fractures (PDFFs). This study aimed to determine if expert-consensus can be reached on a principle-based classification to be applied broadly to a wide variety of PDFF scenarios and if outcomes correspond to adherence to the classification. METHODS: A 2-stage study was performed. First, a survey of experts using a principle-based approach to PDFF. We conducted a survey of 17 thought-leaders (criteria≥20 y' experience+authors of the seminal pediatric femur fracture studies) who were asked to classify 15 cases of PDFF using the principle-based classification for agreement. Next, we conducted a retrospective review of 289 consecutive PDFF treated (2011-2015) at a level 1 pediatric trauma center. For each case, we compared the actual treatment and proposed "ideal" principle-based classification. We then compared clinical results and outcome data points including the length of stay, physician visits, and hospital charge data. RESULTS: A substantial (κ=0.7) expert-agreement was noted for assigning treatment principles with near-perfect (κ=0.93) agreement on conservative versus surgical management. We obtained agreement on employing a flexible implant (κ=0.84) rigid fixation (κ=0.75) and damage control philosophy (κ=0.64). Suboptimal clinical results were noted in 43% of the undertreated patients (24/56), 18.8% of the adequately treated, and 14.3% of overtreated (P<0.01) patients. An increasing trend for the length of hospital stay and a number of clinic visits was noted as the treatment class increased (P<0.01). Charges were 4.2 times higher for an episode of operative versus nonoperative care (P<0.01). Rigid fixation (class 4) had significantly (P=0.01) higher total and material charges than flexible fixation (class 3). DISCUSSION: The proposed classification has a substantial agreement among thought-leaders. Clinical results demonstrated significantly more suboptimal results in undertreated fractures, compared with ideally treated or more invasively treated fractures. More invasive treatments led to increased burden to families and the system in terms of length of stay and hospital charges. LEVEL OF EVIDENCE: Level III.


Subject(s)
Conservative Treatment , Femoral Fractures/classification , Fracture Fixation, Internal , Guideline Adherence/statistics & numerical data , Medical Overuse/statistics & numerical data , Child , Child, Preschool , Diaphyses/injuries , Female , Femoral Fractures/surgery , Femur , Fracture Fixation, Intramedullary , Hospital Charges , Humans , Length of Stay , Male , Medical Overuse/economics , Medical Overuse/prevention & control , Retrospective Studies , Surveys and Questionnaires
18.
Injury ; 51(3): 683-687, 2020 Mar.
Article in English | MEDLINE | ID: mdl-31987607

ABSTRACT

INTRODUCTION: To introduce a classification for medial wall fragments in pertrochanteric femur fractures and investigate potential preoperative predictors of implant failure following fixation. MATERIAL AND METHODS: Medical records of 324 adult patients receiving routine operative treatment using intramedullary devices for pertrochanteric femur fractures with medial wall fragments between August 2008 and May 2018 were retrospectively analyzed. Potential predictors including age, gender, body mass index, comorbidities, AO/OTA classification of fractures were noted. The medial wall fractures were categorized into three types: 1) Type I: avulsion of the lesser trochanter; fracture line does not exceed the base of the lesser trochanter; 2) Type II: fragment involving the posterior cortex near the base of the lesser trochanter; fracture line does not reach the midline of the posterior wall; 3) Type III: fragment involving the large posterior cortex; fracture line reaches or exceeds the midline of the posterior wall. RESULTS: The 8 (2.5%) implant failures comprised 1 in 186 Type I fractures, 1 in 76 Type II fractures and 6 in 62 Type III fractures. The failure rates of each fracture type were 0.5% in Type I, 1.3% in Type II and significantly increased to 9.7% in Type III (odds ratio [OR], 19.821; 95% confidence interval [CI], 2.337-168.135; p=0.001). CONCLUSIONS: Type III fractures had a significantly increased failure rate. It is important for orthopedists to identify Type III fractures presurgically, reduction of the medial wall fragment and fixation should be considered during surgery using intramedullary nails.


Subject(s)
Femoral Fractures/classification , Femoral Fractures/surgery , Femur/surgery , Fracture Fixation, Intramedullary/methods , Adult , Aged , Aged, 80 and over , Biomechanical Phenomena , Bone Nails , Equipment Failure Analysis , Female , Femoral Fractures/diagnostic imaging , Femur/diagnostic imaging , Femur/physiopathology , Humans , Imaging, Three-Dimensional , Male , Middle Aged , Radiography , Retrospective Studies , Risk Factors , Young Adult
19.
Int Orthop ; 44(1): 53-59, 2020 01.
Article in English | MEDLINE | ID: mdl-31098685

ABSTRACT

BACKGROUND: The number of total hip arthroplasties (THA) is expected to increase worldwide; thus, complications are likely to increase at the same ratio. In this scenario, periprosthetic femoral fractures (PFFs) are an increasing concern. Identifying the predisposing factors is important in order to prevent as much as possible the risk of PFF in the future. PATIENTS AND METHODS: The purpose of this study was to correlate the risk of periprosthetic femoral fractures to the most common patients' comorbidities and stem geometry. We reviewed all THA for non-oncologic indications between 2004 and 2014 with a mean follow-up of six years (range, 2-12). Three thousand two hundred forty-eight patients (3593 implants) were enrolled in the study, and 45 PFF were registered during this time period. Two thousand five hundred seventy-seven implants (71%) were straight stems, and 1015 (28.3%) were anatomic stems. All X-rays were then analyzed and classified according to the modified Vancouver classification. RESULTS: Periprosthetic femoral fractures incidence was associated with anatomic stem geometry (p < 0.001, OR = 2.2), BMI (p < 0.001), and diabetes (p < 0.001, OR = 5.18). PFFs were not significantly associated with age, gender, and all the other variables. Fracture pattern was different between straight and anatomic stems. Clamshell fractures were more likely to occur in anatomic stems compared to straight stems (p < 0.005). CONCLUSIONS: Periprosthetic femoral fractures are highly associated with obesity and osteoporosis. Anatomic stems reported a higher incidence of PPF than straight stems. The typical fracture type for anatomical stems is the clamshell pattern, while straight stems are more likely affected by type B fractures.


Subject(s)
Arthroplasty, Replacement, Hip/adverse effects , Hip Fractures/etiology , Hip Prosthesis/adverse effects , Periprosthetic Fractures/etiology , Adult , Aged , Aged, 80 and over , Arthroplasty, Replacement, Hip/instrumentation , Diabetes Complications/complications , Female , Femoral Fractures/classification , Femoral Fractures/etiology , Femur/surgery , Hip Fractures/classification , Hip Prosthesis/classification , Humans , Incidence , Male , Middle Aged , Obesity/complications , Osteoporosis/complications , Periprosthetic Fractures/classification , Prosthesis Design/adverse effects , Prosthesis Design/classification , Retrospective Studies , Risk Factors , Young Adult
20.
J Am Acad Orthop Surg ; 28(1): 29-36, 2020 Jan 01.
Article in English | MEDLINE | ID: mdl-30969187

ABSTRACT

INTRODUCTION: The Centers for Medicare & Medicaid services proposed that transitioning from the 9th to the 10th revision of the International Classification of Disease (ICD) would provide better data for research. This study sought to determine the reliability of ICD-10 compared with ICD-9 for proximal femur fractures. METHODS: Available imaging studies from 196 consecutively treated proximal femur fractures were retrospectively reviewed and assigned ICD codes by three physicians. Intercoder reliability (ICR) was calculated. Collectively, the physicians agreed on what should be the correct codes for each fracture, and this was compared with coding found in the medical and billing records. RESULTS: No significant difference was observed in ICR for both ICD-9 and ICD-10 exact coding, which were both unreliable. Less specific coding improved ICR. ICD-9 general coding was better than ICD-10. Electronic medical record coding was unreliable. Billing codes were also unreliable, yet ICD-10 was better than ICD-9. DISCUSSION: ICD-9 and ICD-10 lack reliability in coding proximal femur fractures. ICD-10 results in data that are no more reliable than those found with ICD-9. LEVEL OF EVIDENCE: Level I diagnostic.


Subject(s)
Femoral Fractures/classification , Femoral Neck Fractures/classification , International Classification of Diseases/standards , Electronic Health Records , Humans , Medicare , Reproducibility of Results , Retrospective Studies , Trauma Centers , United States
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