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Kwolek K, Gądek A, Kwolek K, Kolecki R, Liszka H. Automated decision support for Hallux Valgus treatment options using anteroposterior foot radiographs. World J Orthop 2023; 14:800-812. [DOI: 10.5312/wjo.v14.i11.800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/25/2023] [Revised: 10/11/2023] [Accepted: 10/30/2023] [Indexed: 11/16/2023] Open
Abstract
BACKGROUND Assessment of the potential utility of deep learning with subsequent image analysis to automate the measurement of hallux valgus and intermetatarsal angles from radiographs to serve as a preoperative aid in establishing hallux valgus severity for clinical decision-making.
AIM To investigate the accuracy of automated measurements of angles of hallux valgus from radiographs for further integration with the preoperative planning process.
METHODS The data comprises 265 consecutive digital anteroposterior weightbearing foot radiographs. 181 radiographs were utilized for training (161) and validating (20) a U-Net neural network to achieve a mean Sørensen–Dice index > 97% on bone segmentation. 84 test radiographs were used for manual (computer assisted) and automated measurements of hallux valgus severity determined by hallux valgus (HVA) and intermetatarsal angles (IMA). The reliability of manual and computer-based measurements was calculated using the interclass correlation coefficient (ICC) and standard error of measurement (SEM). Inter- and intraobserver reliability coefficients were also compared. An operative treatment recommendation was then applied to compare results between automated and manual angle measurements.
RESULTS Very high reliability was achieved for HVA and IMA between the manual measurements of three independent clinicians. For HVA, the ICC between manual measurements was 0.96-0.99. For IMA, ICC was 0.78-0.95. Comparing manual against automated computer measurement, the reliability was high as well. For HVA, absolute agreement ICC and consistency ICC were 0.97, and SEM was 0.32. For IMA, absolute agreement ICC was 0.75, consistency ICC was 0.89, and SEM was 0.21. Additionally, a strong correlation (0.80) was observed between our approach and traditional clinical adjudication for preoperative planning of hallux valgus, according to an operative treatment algorithm proposed by EFORT.
CONCLUSION The proposed automated, artificial intelligence assisted determination of hallux valgus angles based on deep learning holds great potential as an accurate and efficient tool, with comparable accuracy to manual measurements by expert clinicians. Our approach can be effectively implemented in clinical practice to determine the angles of hallux valgus from radiographs, classify the deformity severity, streamline preoperative decision-making prior to corrective surgery.
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Affiliation(s)
- Konrad Kwolek
- Department of Orthopedics and Traumatology, University Hospital, Kraków 30-688, Małopolska, Poland
| | - Artur Gądek
- Department of Orthopedics and Physiotherapy, Jagiellonian University Collegium Medicum, Kraków 30-688, Małopolska, Poland
| | - Kamil Kwolek
- Department of Spine Disorders and Orthopedics, Gruca Orthopedic and Trauma Teaching Hospital, Otwock 05-400, Poland
| | - Radek Kolecki
- Department of Orthopedics and Traumatology, University Hospital, Kraków 30-688, Małopolska, Poland
| | - Henryk Liszka
- Department of Orthopedics and Physiotherapy, Jagiellonian University Collegium Medicum, Kraków 30-688, Małopolska, Poland
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Bernasconi A, Rizzo M, Izzo A, Vallefuoco S, Russo AP, Rossi V, Abate B, Guarino A, Mariconda M. Bösch osteotomy for hallux valgus correction: results at a mean 10-year follow-up. Arch Orthop Trauma Surg 2023; 143:1293-1300. [PMID: 34839385 DOI: 10.1007/s00402-021-04259-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Accepted: 11/12/2021] [Indexed: 12/14/2022]
Abstract
INTRODUCTION Bösch osteotomy (BO), which is a first metatarsal subcapital osteotomy stabilised with a K-wire, is a surgical option to correct hallux valgus (HV). The aim of this study was to assess the long-term clinical and radiographic results in a cohort of patients treated at our institution with such osteotomy. METHODS In this retrospective monocentric single-surgeon cohort study, we included 58 HVs (46 patients) who underwent HV correction by BO and were followed at a minimum of 7 years. The range of motion (ROM), the American Orthopaedic Foot and Ankle Society's Forefoot scale (AOFAS-FS) and the Visual Analogic Scale (VAS) for pain were recorded. On weightbearing radiographs, the Hallux Valgus Angle (HVA), Intermetatarsal Angle (IMA), the Distal Metatarsal Articular Angle (DMAA), and the Lateral Sesamoid Position (LSP) were measured and compared with pre-operative values. The complication rate and first metatarsophalangeal joint stiffness were also assessed. RESULTS At a mean follow-up of 10 ± 2 (7-17) years, mean ± standard deviation AOFAS-FS and VAS were 89 ± 11 (67-93) and 2.1 ± 2.8 (0-7) points, respectively. In 42 (72%) cases there was no limitation in the choice of footwears. Radiographically, we found a significant improvement in the HVA (from 33.9° ± 6.7 to 18.8° ± 5.6, p < 0.001), in the IMA (14.2° ± 3.1 to 9.4° ± 2.7, p < 0.001), in the DMAA (from 30.3° ± 6.8 to 11.5° ± 5.1, p < 0.001) and in LSP (median value from 3 to 1, p < 0.001). In 36 (62%) cases the ROM was greater than 75° while in 22 (38%) it ranged between 30° and 75°. Minor complications occurred in six (10%) cases, which did not require any further surgery at the longest follow-up. CONCLUSION Bösch technique provided satisfactory clinical and radiographic outcomes in the treatment of hallux valgus which persisted at a mean 10-year follow-up. The complication rate did not differ from more recent techniques described in literature. LEVEL OF EVIDENCE Level IV, retrospective cohort study.
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Affiliation(s)
- Alessio Bernasconi
- Orthopaedic and Traumatology Unit, Department of Public Health, University "Federico II" of Naples, Naples, Italy.
| | - Maria Rizzo
- Orthopaedic and Traumatology Unit, Department of Public Health, University "Federico II" of Naples, Naples, Italy
| | - Antonio Izzo
- Orthopaedic and Traumatology Unit, Department of Public Health, University "Federico II" of Naples, Naples, Italy
| | - Salvatore Vallefuoco
- Orthopaedic and Traumatology Unit, Department of Public Health, University "Federico II" of Naples, Naples, Italy
| | - Anna Paola Russo
- Orthopaedic and Traumatology Unit, Department of Public Health, University "Federico II" of Naples, Naples, Italy
| | - Valentina Rossi
- Orthopaedic and Traumatology Unit, Department of Public Health, University "Federico II" of Naples, Naples, Italy
| | - Biagio Abate
- Orthopaedic and Traumatology Unit, Department of Public Health, University "Federico II" of Naples, Naples, Italy
| | - Amedeo Guarino
- Orthopaedic and Traumatology Unit, Department of Public Health, University "Federico II" of Naples, Naples, Italy
| | - Massimo Mariconda
- Orthopaedic and Traumatology Unit, Department of Public Health, University "Federico II" of Naples, Naples, Italy
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The Incidence of Complications Following Scarf Osteotomy for the Treatment of Hallux Valgus: A Systematic Review with Meta-Analysis. J Foot Ankle Surg 2022:S1067-2516(22)00340-4. [PMID: 37097272 DOI: 10.1053/j.jfas.2022.11.017] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/09/2021] [Revised: 11/16/2022] [Accepted: 11/20/2022] [Indexed: 11/29/2022]
Abstract
The Scarf osteotomy is a surgical procedure performed to correct a hallux valgus deformity. Multiple studies have supported use of the procedure with favorable outcomes. In contrast, there have been studies showing a significant complication rate with the procedure. Incidence of complications remains underreported in the literature. We performed a systemic review and meta-analysis examining a wide range of reported complications and associated clinical outcomes from the Scarf osteotomy. One hundred and sixteen publications were identified and 25 (21.6%) met our inclusion criteria. A total of 1583 Scarf procedures were included. Weighted mean follow-up was 26.4 months [range 12-168 months]. We found a 5.1% rate of recurrence, 3.5% rate of troughing, 1.0% rate of avascular necrosis, 1.8% rate of nonunion, 2.7% rate of malunion, 2.4% rate of infection, 5.3% rate of complex regional pain syndrome, and 3.4% rate of hallux varus. An average decrease in intermetatarsal angle of 6.3° was observed. No statistical difference was found in outcomes when comparing Scarf versus Scarf with additional procedure performed at time of surgery. To our knowledge, this systematic review and meta-analysis contains the highest number of Scarf procedures analyzed and presents complication rates on multiple adverse outcomes.
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The Application of an Allogenic Bone Screw for Stabilization of a Modified Chevron Osteotomy: A Prospective Analysis. J Clin Med 2022; 11:jcm11051384. [PMID: 35268475 PMCID: PMC8911083 DOI: 10.3390/jcm11051384] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2022] [Revised: 03/01/2022] [Accepted: 03/02/2022] [Indexed: 02/04/2023] Open
Abstract
Background: Distal first metatarsal osteotomies are commonly performed operative procedures for hallux valgus deformity, and usually involve fixation with a metal screw. However, various bioabsorbable osteosynthesis materials have been in use for a number of years. One recent innovation is the Shark Screw®, a human cortical bone allograft. This study aimed to evaluate the efficacy and safety of this allogeneic screw in the stabilization of Reversed L-Shaped osteotomy, a modified Chevron osteotomy. Methods: In a prospective study, 15 patients underwent a Reversed L-Shaped osteotomy stabilized with the allogenic bone screw Radiological data on osteointegration of the screw and correction of the intermetatarsal angle were recorded. Furthermore, each follow-up examination included the collection of clinical data, the American Orthopedic Foot and Ankle Society (AOFAS) score, evaluation of pain level, and patient’s overall satisfaction. Results: Full osseous fusion of the osteotomy was seen in all patients. The bone screws were radiographically integrated after approximately 6.5 (±2.6) months. Neither nonunion nor failure occurred in any of our cases. Furthermore, we did not find any potential graft reaction. The AOFAS score improved significantly from 51.6 (±15.2) points to 90.9 (±10.3) (p < 0.001). The preoperative hallux valgus angle and intermetatarsal angle decreased significantly from 24.8 (±4.9) degrees to 7.2 (±4.4) degrees (p < 0.001) and 12.6 (±3.2) degrees to 4.8 (±1.3) degrees (p < 0.001), respectively. Conclusions: With this study, we demonstrated the efficiency of the allogenic bone screw (Shark Screw®) in regard to clinical and radiological short-term outcomes.
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Milczarek M, Nowak K, Tomasik B, Milczarek J, Laganowski P, Domzalski M. Additional Akin Proximal Phalanx Procedure Has a Limited Effect on the Outcome of Scarf Osteotomy for Hallux Valgus Surgery. J Am Podiatr Med Assoc 2021; 111. [PMID: 35061598 DOI: 10.7547/20-071] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
BACKGROUND One of the most common supplementary techniques for hallux valgus (HV) surgery is proximal phalanx correction proposed by Akin. This study aims to determine the influence of the Akin procedure on the outcome of scarf osteotomy for HV correction. METHODS This prospective randomized study on 145 patients diagnosed with moderate to severe HV who underwent a scarf corrective osteotomy was carried out between 2011 and 2016. Patients were divided into two groups based on the additional Akin correction of the proximal phalanx. Postoperative follow-up was 2 years. The patients underwent an examination performed by two orthopedic surgeons twice-at the primary visit (qualification for the surgery and the study) and at the final follow-up. In between, the patients remained under the care of one of the physicians. Data collected included biometric records, radiographs (eg, hallux valgus angle [HVA]), intermetatarsal angle, American Orthopaedic Foot & Ankle Society Hallux Metatarsophalangeal Index, and visual analog scale score for pain and satisfaction. RESULTS There was a significant difference in comparison of the HVA between the groups at the final follow-up. Other collected parameters were similar (American Orthopaedic Foot & Ankle Society Hallux Metatarsophalangeal Index, level of pain, and satisfaction). The complication rate was also similar between the groups. We observed comparable rates of reconsent to the treatment and foot appearance satisfaction in both groups. CONCLUSIONS Regardless of additional Akin correction, the outcome was comparable. Despite a significant difference in HVA score, pain and satisfaction level were similar. Based on our results, the Akin procedure may not provide substantial benefit as an adjunct to the scarf procedure.
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Albert A, Zribi M, Christophe A, Leemrijse T. Fifth metatarsal scarf osteotomy without implant fixation. Orthop Traumatol Surg Res 2021; 107:102960. [PMID: 33992833 DOI: 10.1016/j.otsr.2021.102960] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/13/2020] [Revised: 08/02/2020] [Accepted: 12/16/2020] [Indexed: 02/03/2023]
Abstract
Fifth metatarsal shaft osteotomy has demonstrated efficacy for bunionette. We adapted screwless 1st metatarsal scarf osteotomy to the 5th ray. The technique consists in short osteotomy, translation and diaphyseal bone-suture. We report the first 25 operated feet, with mean AOFAS score 58.4 preoperatively and 94.9 postoperatively at a mean 25 months' follow-up. These results were comparable to reported data, whatever the deformity.
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Affiliation(s)
- Adrien Albert
- Centre Hospitalier Régional de Namur, 185 Avenue Albert 1(er), 5000 Namur, Belgium.
| | - Mahdi Zribi
- Institut d'Orthopédie M. Kassab, Rue des Travailleurs - Ksar Saïd La Mannouba, 2010 Tunis, Tunisia
| | - Anaïs Christophe
- Centre Hospitalier Régional de Namur, 185 Avenue Albert 1(er), 5000 Namur, Belgium
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Rouveyrol M, Harrosch S, Curvale G, Rochwerger A, Mattei JC. Does screwless scarf osteotomy for hallux valgus increase the risk of transfer metatarsalgia? Orthop Traumatol Surg Res 2021; 107:102853. [PMID: 33578039 DOI: 10.1016/j.otsr.2021.102853] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2018] [Revised: 06/08/2020] [Accepted: 07/01/2020] [Indexed: 02/03/2023]
Abstract
INTRODUCTION The scarf osteotomy is a reliable surgical technique for treating hallux valgus. The aim of our study was to analyze the occurrence of transfer metatarsalgia after surgery on the first ray using a screwless Scarf osteotomy technique that we have been using in our department since 1995, which consists of stabilization by axial impaction without internal fixation. We hypothesized that the alleged shortening of the first metatarsal produced by this technique may be at the origin of postoperative metatarsalgia. PATIENTS AND METHODS This was a case series of first ray metatarsal screwless Scarf osteotomies reviewed in the medium term. We did a clinical and radiological review of all patients operated using this technique between 2012 and 2017 who did not meet the following exclusion criteria: procedure on the other lateral metatarsals, concurrent hindfoot pathology, incomplete medical records. RESULTS Of 114 feet, 96 were included in the study and 18 were excluded. The mean follow-up was 1 year and 8 months [1-4years]. The mean AOFAS score was 90.3 and 96% of patients were either satisfied or very satisfied with the outcome. All the parameters improved significantly: shoe wearing, pain, function, alignment. Fourteen feet had transfer metatarsalgia, which appeared during the first year postoperative (AOFAS 75/100). Ten other complications occurred: two Morton's neuromas, three cases of complex regional pain syndrome, one superficial infection, one paresthesia, two recurrences with surgical revision, one nonunion. No general complications were found. Based on radiographs, the mean M1 shortening was 3.3mm (6.3mm in metatarsalgia group versus 3.0 mm in the non-metatarsalgia group, P=0.2) and the mean angular correction was 16.2° (±6°). DISCUSSION The overall results of screwless Scarf osteotomy are comparable and satisfactory, allowing large deformities to be corrected (28°±8° preoperatively in our cohort). M1 shortening and the transfer metatarsalgia rate appear to be higher than with other techniques. CONCLUSION Screwless scarf osteotomy of M1 yields good functional and radiological outcomes in the medium term. However, it appears to cause more shortening and transfer metatarsalgia. LEVEL OF EVIDENCE IV Retrospective, non-interventional in current practice (Recommendation grade C, low level of scientific proof).
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Affiliation(s)
| | - Sylvain Harrosch
- Assistance Publique des Hopitaux de Marseille, Marseille, France
| | - Georges Curvale
- Assistance Publique des Hopitaux de Marseille, Marseille, France
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Liszka H, Gądek A. Letter Regarding: Pes Planus Deformity and Its Association With Hallux Valgus Recurrence Following Scarf Osteotomy. Foot Ankle Int 2021; 42:115-116. [PMID: 33406380 DOI: 10.1177/1071100720975715] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
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Daniels TR, Wilson IR, Fu JM. What's New in Foot and Ankle Surgery. J Bone Joint Surg Am 2020; 102:856-865. [PMID: 32187125 DOI: 10.2106/jbjs.20.00068] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/01/2023]
Affiliation(s)
- Timothy R Daniels
- Division of Orthopaedic Surgery, St. Michael's Hospital and University of Toronto, Toronto, Ontario, Canada
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Abstract
Postoperative management of hallux valgus varies widely. Setting preoperative expectations is an important aspect of attaining a successful outcome, but this is not routinely reviewed in the literature. This chapter offers suggestions on successfully navigating this area of patient care. Current concepts focus on pain control, immobilization, and return to activities. This chapter also reviews the current literature in these areas and sets out the authors' preferred management in the postoperative setting.
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Affiliation(s)
- William A Hester
- Sidney Kimmel Medical College, Thomas Jefferson University, The Rothman Institute, 925 Chestnut Street, 5th Floor, Philadelphia, PA 19107, USA
| | - David I Pedowitz
- Foot & Ankle Fellowship, Sidney Kimmel Medical College, Thomas Jefferson University, The Rothman Institute, 925 Chestnut Street, 5th Floor, Philadelphia, PA 19107, USA.
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