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1.
Arch Orthop Trauma Surg ; 144(1): 73-79, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-37639045

RESUMO

INTRODUCTION: Open-wedge high tibial osteotomy (OWHTO) is the standard and safe procedure for medial compartment osteoarthritis. Although hardware removal (HWR) is performed after post-OWHTO bone union, the effects of HWR on OWHTO have been rarely reported. We hypothesised that HWR would improve range of motion (ROM) and implant-related complications. Thus, this study aimed to investigate the effects of HWR on postoperative ROM, the Japan Orthopaedic Association (JOA) score/visual analogue scale (VAS) score and hardware-related complications after OWHTO. METHODS: Patients who underwent OWHTO between January 2016 and June 2018 and HWR were retrospectively reviewed. To perform OWHTO, locking plates and prosthetic bone were used to achieve optimal stabilisation of biplanar osteotomy. HWR was performed after a second-look arthroscopy through the previous skin incision. For clinical evaluation, the JOA score, VAS score, and ROM were assessed before and 1 year after HWR using the Wilcoxon rank test. Logistic regression analysis was performed to identify the predictors of post-HWR improvement. RESULTS: Of 98 knees examined (91 patients), 80 (73 patients; 39 men and 34 women) were included. At the time of OWHTO, mean age was 64.0 ± 9.7 years and body mass index, 25.5 ± 3.1 kg/m2; Kellgren-Lawrence (KL) grade 1 was seen in 20 cases, KL-2 in 46, and KL-3 in 14. Mean periods between OWHTO and HWR were 13.4 ± 2.0 months, and 11.9 ± 1.2 months between HWR and evaluation. The JOA score and flexion angle significantly improved after HWR (The JOA score: p = 0.026 flexion angle: p < 0.001); however, the VAS score and extension angle did not (VAS score: p = 0.162, extension angle: p = 0.934). Hardware irritation was observed in four cases (5%), which improved after HWR. Logistic regression analysis revealed that lower preoperative KL grade and flexion angle were predictors of improvement after HWR [KL grade: p = 0.008; odds ratio 3.244, 95% confidence interval (CI) 1.350-7.794; flexion angle: p < 0.001; odds ratio 1.150, 95% CI 1.062-1.245]. CONCLUSION: HWR improves flexion angle, clinical outcomes and hardware-related complications after OWHTO. Preoperative KL grade and flexion angle are predictors of improvement after HWR in patients who have undergone OWHTO.


Assuntos
Articulação do Joelho , Osteoartrite do Joelho , Masculino , Humanos , Feminino , Pessoa de Meia-Idade , Idoso , Articulação do Joelho/cirurgia , Osteoartrite do Joelho/cirurgia , Osteoartrite do Joelho/etiologia , Estudos Retrospectivos , Artroscopia/efeitos adversos , Tíbia/cirurgia , Osteotomia/efeitos adversos , Osteotomia/métodos , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia
2.
Digestion ; 104(3): 193-201, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-36599306

RESUMO

INTRODUCTION: Computer-aided diagnostic systems are emerging in the field of gastrointestinal endoscopy. In this study, we assessed the clinical performance of the computer-aided detection (CADe) of colonic adenomas using a new endoscopic artificial intelligence system. METHODS: This was a single-center prospective randomized study including 415 participants allocated into the CADe group (n = 207) and control group (n = 208). All endoscopic examinations were performed by experienced endoscopists. The performance of the CADe was assessed based on the adenoma detection rate (ADR). Additionally, we compared the adenoma miss rate for the rectosigmoid colon (AMRrs) between the groups. RESULTS: The basic demographic and procedural characteristics of the CADe and control groups were as follows: mean age, 54.9 and 55.9 years; male sex, 73.9% and 69.7% of participants; and mean withdrawal time, 411.8 and 399.0 s, respectively. The ADR was 59.4% in the CADe group and 47.6% in the control group (p = 0.018). The AMRrs was 11.9% in the CADe group and 26.0% in the control group (p = 0.037). CONCLUSION: The colonoscopy with the CADe system yielded an 11.8% higher ADR than that performed by experienced endoscopists alone. Moreover, there was no need to extend the examination time or request the assistance of additional medical staff to achieve this improved effectiveness. We believe that the novel CADe system can lead to considerable advances in colorectal cancer diagnosis.


Assuntos
Adenoma , Neoplasias do Colo , Pólipos do Colo , Neoplasias Colorretais , Humanos , Masculino , Pessoa de Meia-Idade , Inteligência Artificial , Pólipos do Colo/diagnóstico por imagem , Estudos Prospectivos , Colonoscopia , Adenoma/diagnóstico por imagem , Computadores , Neoplasias Colorretais/diagnóstico por imagem
3.
Aging Clin Exp Res ; 35(9): 1927-1935, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37378813

RESUMO

AIMS: To evaluate the Clinical Frailty Scale (CFS) and a Frailty Index based on laboratory tests (FI-lab) in terms of what each assesses about frailty and to determine the appropriateness of combined use of these two frailty scales. METHODS: This was a prospective observational cohort study in an acute geriatric ward of a university hospital. The FI-lab is the proportion of laboratory parameters that yield abnormal results from a total of 23. The FI-lab and CFS were assessed at admission. Data on activities of daily living (ADL), cognition, geriatric syndromes, and comorbidities were also collected. Main outcomes were in-hospital mortality and 90-day mortality after admission. RESULTS: In total, 378 inpatients (mean age 85.2 ± 5.8 years, 59.3% female) were enrolled. ADL and cognition correlated strongly with the CFS (Spearman's |r|> 0.60) but weakly with the FI-lab (|r|< 0.30). Both the CFS and FI-lab correlated weakly with geriatric syndromes and comorbidities (|r|< 0.40). The correlation between the CFS and FI-lab was also weak (r = 0.28). The CFS and FI-lab were independently associated with in-hospital mortality and 90-day mortality after admission. The Akaike information criterion was lower for models using both the CFS and FI-lab than for models using either tool alone. CONCLUSIONS: The CFS and FI-lab each reflected only some of the aspects of frailty in acutely hospitalized older patients. The model fit was better when the two frailty scales were used together to assess the mortality risk than when either was used alone.


Assuntos
Fragilidade , Humanos , Feminino , Idoso , Idoso de 80 Anos ou mais , Masculino , Fragilidade/diagnóstico , Idoso Fragilizado , Estudos Prospectivos , Atividades Cotidianas , Síndrome , Avaliação Geriátrica/métodos
4.
Knee Surg Sports Traumatol Arthrosc ; 31(4): 1220-1229, 2023 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-34050769

RESUMO

PURPOSE: This study aimed to investigate preoperative sports participation and postoperative clinical outcomes including a return to sports (RTS) after hybrid closed-wedge high tibial osteotomy (CWHTO) for medial compartment osteoarthritis of the knee. Characteristic of Hybrid CWHTO was defined as extra-articular lateral closed and medial open wedge osteotomy. METHODS: The patients who underwent hybrid CWHTO from January 2016 to December 2018 were retrospectively reviewed and divided them into sports and non-sports groups. The preoperative demographic and radiographic characteristics were compared in both groups. And the clinical outcomes including the Japanese Orthopaedic Association (JOA) score, visual analogue scale (VAS), Lysholm score, University of California at Los Angeles (UCLA) activity score, and RTS in the sports group were also investigated. Statistical analysis was performed for comparisons among the preoperative factors between the two groups. Influence of sports impact and bone union of fibular osteotomy was also statistically investigated for RTS. RESULTS: Of the 161 knees (129 patients; 46 males, 83 females), 20 knees (16 patients; 13 males, 3 females; 12.3%) belonged to sports group. Although there were no significant differences regarding the age and radiographic parameters, there were significant differences in the body mass index and proportion of males between both groups. The JOA, VAS, Lysholm, and UCLA activity scores significantly improved after surgery. RTS was 80% at a mean duration of 7.2 ± 3.1 months. RTS in the high-impact sports group was significantly lower than that in the low-impact sports group (high-impact 60% vs. low-impact 100%, p = 0.043). There was no significant difference in RTS regarding bone union after fibular osteotomy. CONCLUSION: The clinical outcomes including RTS were satisfactory in patients with hybrid CWHTO. LEVEL OF EVIDENCE: IV.


Assuntos
Osteoartrite do Joelho , Volta ao Esporte , Masculino , Feminino , Humanos , Osteoartrite do Joelho/cirurgia , Estudos Retrospectivos , Articulação do Joelho/diagnóstico por imagem , Articulação do Joelho/cirurgia , Tíbia/cirurgia , Osteotomia
5.
Arch Orthop Trauma Surg ; 143(1): 149-158, 2023 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-34213576

RESUMO

PURPOSE: To evaluate the mid-term results of medial open-wedge high tibial osteotomy (OWHTO) based on Kellgren-Lawrence (KL) grades. MATERIALS AND METHODS: We retrospectively evaluated clinical and radiographic outcomes of 93 patients (mean age 61.4 years, mean follow-up 64.2 months, 109 consecutive knees) who underwent OWHTO for medial compartment osteoarthritis (OA). KL grade was used to evaluate knee OA (KL-1 22 cases; KL-2, 51 cases; KL-3, 36 cases). The clinical outcomes were assessed using Japanese Orthopaedic Association (JOA) and Lysholm scores. Radiographic outcomes were assessed using pre- and post-operative mechanical axis percentage, femorotibial angle, medial proximal tibial angle, and joint line convergence angle. Hinge fracture frequency and OA progression were also evaluated based on KL grades. RESULTS: The JOA score improved significantly from 70.3 ± 14.9 to 96.2 ± 4.4, 64.1 ± 12.5 to 95.1 ± 5.1, and 68.6 ± 11.4 to 92.1 ± 6.1 in the KL-1, KL-2, and KL-3 groups, respectively. The JOA score in the KL-3 group was significantly lower than in the other groups. The Lysholm score improved significantly from 62.6 ± 8.8 to 97.7 ± 4.7, 62.1 ± 8.1 to 96.7 ± 4.2, and 59.2 ± 9.2 to 95.8 ± 4.6 in the KL-1, KL-2, and KL-3 groups, respectively. The post-operative Lysholm scores were not significantly different among the groups. There were significant differences in radiographic parameters pre-operatively, but not post-operatively, among the groups. Although there were no significant differences in hinge fracture frequency and OA progression, the KL-3 grade predicted OA progression on multivariate analysis. CONCLUSIONS: Mid-term results of OWHTO significantly improved. However, clinical score in the KL-3 group was lower than that in the KL-1 and KL-2 groups; radiological OA progression was a risk factor in KL-3.


Assuntos
Articulação do Joelho , Osteoartrite do Joelho , Humanos , Pessoa de Meia-Idade , Articulação do Joelho/cirurgia , Estudos Retrospectivos , Osteoartrite do Joelho/diagnóstico por imagem , Osteoartrite do Joelho/cirurgia , Osteotomia/métodos , Tíbia/diagnóstico por imagem , Tíbia/cirurgia
6.
Dig Dis Sci ; 67(8): 3976-3983, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-34403031

RESUMO

BACKGROUND: Differential diagnosis of neoplasms and non-neoplasms is crucial in ensuring appropriate and proper medical management for patients undergoing colonoscopy. Diagnostic ability can vary, depending on the colonoscopist's experience. To overcome this issue, artificial intelligence (AI) may be effective. AIMS: To assess the performance of a computer-aided detection (CADe) and a computer-aided diagnosis (CADx) system for the detection and characterization of colorectal polyps by comparing their data with those of experienced endoscopists. METHODS: This retrospective, still image-based validation study was conducted at three Japanese medical centers. A total of 579 white-light images (WLIs) and 605 linked color images (LCIs) were used for testing the CADe and 308 WLIs and 296 blue laser/light images (BLIs) for testing the CADx. The performances of the CADe and CADx systems were assessed and compared with the correct answers provided by three experienced endoscopists. RESULTS: CADe in WLI demonstrated a sensitivity of 94.5% (95% confidence interval (CI), 92.0-96.9%) and a specificity of 87.2% (84.5-89.9%). CADe in LCI demonstrated a sensitivity of 96.0% (93.9-98.1%) and a specificity of 85.1% (82.3-87.9%). CADx in WLI demonstrated a sensitivity of 95.5% (92.9-98.1%) and a specificity of 84.4% (73.4-91.5%), resulting in an accuracy of 93.2% (90.4-96.0%). CADx in BLI showed a sensitivity of 96.3% (93.9-98.7%) and a specificity of 88.7% (77.1-95.1%), resulting in an accuracy of 94.9% (92.4-97.4%). CONCLUSIONS: CADe and CADx demonstrated sufficient diagnostic performance to support the use of an AI system.


Assuntos
Pólipos do Colo , Neoplasias Colorretais , Inteligência Artificial , Pólipos do Colo/diagnóstico , Colonoscopia/métodos , Neoplasias Colorretais/diagnóstico , Computadores , Humanos , Estudos Retrospectivos
7.
Clin J Sport Med ; 31(4): 367-373, 2021 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-31789868

RESUMO

OBJECTIVE: To investigate clinical outcomes after arthroscopic labral preservation surgery for femoroacetabular impingement (FAI) in the presence of osteoarthritis (OA) compared with FAI without significant OA. DESIGN: Retrospective case-control study. SETTING: Department of Orthopaedic Surgery and Sports Medicine, Hospital of Academic Institute. PATIENTS: Femoroacetabular impingement patients (n = 97; ≥35 years) undergoing arthroscopic FAI correction with labral preservation surgery from March 2009 to April 2014 were enrolled in this study. INTERVENTIONS: Patients were divided into 2 groups: FAI group (79 patients), with Tonnis grade 0 or 1, and FAI + OA group (18 patients), with Tonnis grade 2 or 3. MAIN OUTCOME MEASURES: We examined the clinical outcomes using the Modified Harris Hip Score (MHHS), Nonarthritic Hip Score (NAHS), and the conversion rate to total hip arthroplasty (THA). RESULTS: No significant differences existed between the 2 groups with respect to age, sex, follow-up period, or preoperative MHHS or NAHS. The mean MHHS and NAHS at the final follow-up were significantly lower in the FAI + OA group than in the FAI group. There was a significant difference in the rate of conversion to THA and failure between the 2 groups (THA 5% vs 50%) (failure 15% vs 67%). CONCLUSION: Patients with FAI in the presence of OA did not improve after arthroscopic labral preservation surgery and had a high conversion rate to THA. LEVEL OF EVIDENCE: Level III.


Assuntos
Impacto Femoroacetabular , Osteoartrite , Artroscopia , Estudos de Casos e Controles , Impacto Femoroacetabular/cirurgia , Articulação do Quadril/cirurgia , Humanos , Osteoartrite/complicações , Procedimentos de Cirurgia Plástica , Estudos Retrospectivos , Resultado do Tratamento
8.
Dig Endosc ; 33(2): 263-272, 2021 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-33159692

RESUMO

Image recognition using artificial intelligence (AI) has progressed significantly due to innovative technologies such as machine learning and deep learning. In the field of gastric cancer (GC) management, research on AI-based diagnosis such as anatomical classification of endoscopic images, diagnosis of Helicobacter pylori infection, and detection and qualitative diagnosis of GC is being conducted, and an accuracy equivalent to that of physicians has been reported. It is expected that AI will soon be introduced in the field of endoscopic diagnosis and management of gastric cancer as a supportive tool for physicians, thus improving the quality of medical care.


Assuntos
Infecções por Helicobacter , Helicobacter pylori , Neoplasias Gástricas , Inteligência Artificial , Endoscopia , Humanos , Neoplasias Gástricas/diagnóstico por imagem , Neoplasias Gástricas/terapia
9.
Gastric Cancer ; 23(6): 1033-1040, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32382973

RESUMO

BACKGROUND: Helicobacter pylori (H. pylori) eradication is required to reduce incidence related to gastric cancer. Recently, it was found that even after the successful eradication of H. pylori, an increased, i.e., moderate, risk of gastric cancer persists in patients with advanced mucosal atrophy and/or intestinal metaplasia. This study aimed to develop a computer-aided diagnosis (CAD) system to classify the status of H. pylori infection of patients into three categories: uninfected (with no history of H. pylori infection), currently infected, and post-eradication. METHODS: The CAD system was based on linked color imaging (LCI) combined with deep learning (DL). First, a validation dataset was formed for the CAD systems by recording endoscopic movies of 120 subjects. Next, a training dataset of 395 subjects was prepared to enable DL. All endoscopic examinations were recorded using both LCI and white-light imaging (WLI). These endoscopic data were used to develop two different CAD systems, one for LCI (LCI-CAD) and one for WLI (WLI-CAD) images. RESULTS: The diagnostic accuracy of the LCI-CAD system was 84.2% for uninfected, 82.5% for currently infected, and 79.2% for post-eradication status. Comparisons revealed superior accuracy of diagnoses based on LCI-CAD data relative based on WLI-CAD for uninfected, currently infected, and post-eradication cases. Furthermore, the LCI-CAD system demonstrated comparable diagnostic accuracy to that of experienced endoscopists with the validation data set of LCI. CONCLUSIONS: The results of this study suggest the feasibility of an innovative gastric cancer screening program to determine cancer risk in individual subjects based on LCI-CAD.


Assuntos
Aprendizado Profundo , Diagnóstico por Computador/métodos , Mucosa Gástrica/patologia , Infecções por Helicobacter/diagnóstico , Aumento da Imagem/métodos , Idoso , Área Sob a Curva , Atrofia , Cor , Endoscopia do Sistema Digestório/métodos , Estudos de Viabilidade , Feminino , Mucosa Gástrica/diagnóstico por imagem , Infecções por Helicobacter/classificação , Helicobacter pylori , Humanos , Masculino , Pessoa de Meia-Idade , Valor Preditivo dos Testes , Estudos Prospectivos , Sensibilidade e Especificidade
10.
Arthroscopy ; 36(8): 2122-2133, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32259644

RESUMO

PURPOSE: To establish the characteristics of synovium-derived mesenchymal stem cells (MSCs) from the hip joints of patients with femoroacetabular impingement syndrome (FAIS) and osteoarthritis (OA), particularly their proliferation and differentiation potentials. We further investigated their functional differences. METHODS: Synovium samples were harvested from 21 patients with FAIS who underwent hip arthroscopic surgery and from 14 patients with OA who underwent total hip arthroplasty. The MSC number, colony-forming units, cell viability, and differentiation potential were compared. Real-time polymerase chain reaction assessed the differentiation potential into adipose, bone, and cartilage tissues. RESULTS: The number of colonies at a density of 104 at passage 0 from OA synovium was significantly greater than that from FAIS synovium (P < .01). However, their proliferation and viability were significantly lower than those of FAIS synovium cells (P = .0495). The expression of lipoprotein lipase mRNA in OA synovium cells was greater than that in FAIS synovium cells (P < .01). Meanwhile, the fraction of colonies positive for von Kossa and alkaline phosphatase staining, as well as the level of bone gamma-carboxyglutamate protein expression in OA synovium cells, were greater than those in FAIS synovium cells (P < .01). In chondrogenic pellet culture experiments, the expression of COL10A1 mRNA was lower in OA synovium than in FAIS synovium (P < .01). CONCLUSIONS: Synovial MSCs from patients with OA had greater colony numbers but less viability and proliferative potential. They also showed greater osteogenic and adipogenic potentials, whereas those from patients with FAIS showed greater chondrogenic potential. CLINICAL RELEVANCE: MSCs from patients with FAIS exhibited good potential as cell sources for stem cell therapy in case of cartilage damage in the hip joint.


Assuntos
Diferenciação Celular/fisiologia , Impacto Femoroacetabular , Articulação do Quadril , Células-Tronco Mesenquimais/patologia , Osteoartrite do Quadril , Membrana Sinovial/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Proliferação de Células/fisiologia , Células Cultivadas , Condrogênese/fisiologia , Feminino , Impacto Femoroacetabular/patologia , Impacto Femoroacetabular/fisiopatologia , Impacto Femoroacetabular/cirurgia , Articulação do Quadril/patologia , Articulação do Quadril/fisiopatologia , Articulação do Quadril/cirurgia , Humanos , Masculino , Células-Tronco Mesenquimais/fisiologia , Pessoa de Meia-Idade , Osteoartrite do Quadril/patologia , Osteoartrite do Quadril/fisiopatologia , Osteoartrite do Quadril/cirurgia , Membrana Sinovial/fisiopatologia , Adulto Jovem
11.
Knee Surg Sports Traumatol Arthrosc ; 28(5): 1648-1655, 2020 May.
Artigo em Inglês | MEDLINE | ID: mdl-31065771

RESUMO

PURPOSE: The purposes of this study were to (1) evaluate the effect of age on clinical outcomes of arthroscopic femoroacetabular impingement (FAI) with labral preservation surgery and (2) identify predictors of poor postoperative clinical outcomes. METHODS: Eighty-four patients who underwent hip arthroscopic treatment for FAI between 2009 and 2013 were retrospectively reviewed. Patients were divided into three groups based on age. The Advanced age group consisted of patients over 70 years old, the Middle age group consisted of patients in their 50s and 60s, and the Younger age group consisted of patients less than 50 years of age. Total hip arthroplasty (THA) conversion, radiographic progression of osteoarthritis and patient-reported outcomes including modified Harris Hip Score (MHHS) and Non-arthritic Hip Score (NAHS) were investigated. RESULTS: The mean follow-up period was 32.2 (range 24-60) months. THA was required in 3 patients in their 50s and 60s, which was a significantly higher rate compared to that in patients Younger than 50 years old (17% vs 0%, p = 0.036). Progression to osteoarthritis was also significantly more frequent in patients in their 50s and 60s than in patients in their 70s (50s and 60s: 33%; 70s: 0%, p = 0.030). In all age groups, the preoperative MHHS and NAHS improved at last follow-up (p < 0.001). The 50s and 60s age group [hazard ratio (HR) 6.62], preoperative mild osteoarthritic change (Tönnis grade 1, HR: 3.29) and severe cartilage damage on the acetabulum (HR: 2.63) were risk factors for progressive osteoarthritis and THA conversion. CONCLUSIONS: Arthroscopic FAI correction and labral preservation surgery provide favourable clinical outcomes for patients over 70 years old in the absence of significant osteoarthritis and severe acetabular chondral damage. Patients in their 50s and 60s have a higher risk of both THA conversion and progressive osteoarthritis, while patients aged over 70 years show no evidence of progressive osteoarthritis. Chronologic age in isolation is not an absolute contra-indication to hip arthroscopy. LEVEL OF EVIDENCE: III.


Assuntos
Artroscopia/efeitos adversos , Artroscopia/métodos , Impacto Femoroacetabular/cirurgia , Osteoartrite do Quadril/patologia , Acetábulo/patologia , Adulto , Fatores Etários , Idoso , Artroplastia de Quadril , Progressão da Doença , Feminino , Articulação do Quadril/cirurgia , Humanos , Masculino , Pessoa de Meia-Idade , Medidas de Resultados Relatados pelo Paciente , Complicações Pós-Operatórias , Estudos Retrospectivos , Fatores de Risco , Resultado do Tratamento
12.
Oncology ; 96(1): 44-50, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30130758

RESUMO

OBJECTIVE: This study aimed to use convolutional neural network (CNN), a deep learning software, to assist in cT1b diagnosis. METHODS: This retrospective study used 190 colon lesion images from 41 cases of colon endoscopies performed between February 2015 and October 2016. Unenhanced colon endoscopy images (520 × 520 pixels) with white light were used. Images included 14 cTis cases with endoscopic resection and 14 cT1a and 13 cT1b cases with surgical resection. Protruding, flat, and recessed lesions were analyzed. AlexNet and Caffe were used for machine learning. Fine tuning of data to increase image numbers was performed. Oversampling for the training images was conducted to avoid impartiality in image numbers, and learning was carried out. The 3-fold cross-validation method was used. Sensitivity, specificity, accuracy, and area under the curve (AUC) values in the receiver operating characteristic curve were calculated for each group. RESULTS: The results were the average of obtained values. With CNN learning, cT1b sensitivity, specificity, and accuracy were 67.5, 89.0, and 81.2%, respectively, and AUC was 0.871. CONCLUSION: Quantitative diagnosis is possible using an endoscopic diagnostic support system with machine learning, without relying on the skill and experience of endoscopists. Moreover, this system could be used to objectively evaluate endoscopic diagnoses.


Assuntos
Neoplasias Colorretais/diagnóstico por imagem , Neoplasias Colorretais/patologia , Colposcopia , Sistemas de Apoio a Decisões Clínicas , Aprendizado Profundo , Área Sob a Curva , Colposcopia/métodos , Humanos , Aprendizado de Máquina , Estadiamento de Neoplasias/métodos , Redes Neurais de Computação , Curva ROC
13.
Acta Med Okayama ; 73(6): 511-516, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31871333

RESUMO

Medial open- and lateral closed-wedge high tibial osteotomy (hybrid CWHTO) can overcome the limitations of conventional CWHTO and open-wedge HTO (OWHTO) for medial compartmental osteoarthritis (OA) of the knee. Hybrid CWHTO increases stability by using a rigid locking plate and allows early full weight-bearing. However, the literature contains no information about time to bone union after this new procedure. The aim of this study is to evaluate the time to bone union after hybrid CWHTO. We reviewed 44 knees treated with hybrid CWHTO. Patients were able to stand on both legs on the day after surgery and walked with full weight-bearing within 4 weeks of the procedure. The time to achievement of bone union at the osteotomy site was defined as the number of months until bone union was confirmed on radiographic imaging. The mean time to radiographic confirmation of bone union was 4.5±1.5 months after surgery. Eleven knees (25.0%) required 6 months or more. Radiographic analysis and JOA score improved significantly between before and 1 year after surgery (p<0.01). Hybrid CWHTO is a very useful method for treating medial OA, but radiographic bone union requires 4.5 months on average. We must be aware of bone union after hybrid CWHTO.


Assuntos
Regeneração Óssea/fisiologia , Consolidação da Fratura/fisiologia , Articulação do Joelho/cirurgia , Osteoartrite do Joelho/cirurgia , Osteotomia/métodos , Adulto , Feminino , Fraturas Ósseas , Humanos , Articulação do Joelho/diagnóstico por imagem , Masculino , Pessoa de Meia-Idade , Osteoartrite do Joelho/diagnóstico por imagem
14.
Acta Med Okayama ; 73(6): 537-542, 2019 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-31871338

RESUMO

High tibial osteotomy (HTO) procedure is generally contraindicated in rheumatoid arthritis (RA) patients because synovial inflammation may exacerbate joint damage post-surgery. The natural course of joint destruction in RA changed dramatically with new treatment strategies and the introduction of biologic disease-modifying anti-rheumatic drugs (bDMARDs). We report the cases of two RA patients who underwent HTO and whose disease activities were well controlled by bDMARDs. Despite their short follow-up periods, they showed acceptable objective and subjective clinical results. We believe that the combination of bDMARDs and HTO can be indicated for selected RA patients before total knee arthroplasty.


Assuntos
Antirreumáticos/uso terapêutico , Artrite Reumatoide/tratamento farmacológico , Artrite Reumatoide/cirurgia , Osteotomia/métodos , Tíbia/cirurgia , Idoso , Feminino , Humanos , Articulação do Joelho/patologia , Articulação do Joelho/cirurgia
15.
AJR Am J Roentgenol ; 210(3): 608-614, 2018 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-29381377

RESUMO

OBJECTIVE: The purpose of this study was to investigate radiologic correlation between the ischiofemoral space and morphologic findings in the hip in patients with symptomatic developmental dysplasia of the hip (DDH), borderline DDH, and femoroacetabular impingement (FAI). MATERIALS AND METHODS: In 84 patients undergoing hip arthroscopic surgery, 108 hips were divided into three groups according to lateral center-edge angle (LCEA): DDH group (LCEA < 20°; 18 hips), borderline DDH group (20° ≤ LCEA < 25°; 26 hips), and FAI group (LCEA ≥ 25°; 64 hips). Ischiofemoral distance was evaluated by radiography and ischiofemoral space and quadratus femoris space by MRI. Software was used to measure the radiographic parameters LCEA, femoral neck-shaft angle, and femoral neck anteversion on preoperative CT scans. RESULTS: Ischiofemoral distance, ischiofemoral space, and quadratus femoris space were significantly smaller in the DDH and borderline DDH groups than in the FAI group. The prevalence of hips with ischiofemoral space < 17 mm was significantly higher in the DDH (10 of 18 patients [56%]) and borderline DDH (8 of 26 patients [31%]) groups than in the FAI group (4 of 64 patients [6%]). In addition, the prevalence of hips with a quadratus femoris space < 8 mm was significantly higher in the DDH (2 of 18 patients [11%]) and borderline DDH (3 of 26 patients [12%]) groups than in the FAI (0 of 64 patients [0%]) group. Femoral neck-shaft angle and femoral neck anteversion were significantly greater in the DDH group than in the FAI group. CONCLUSION: Ischiofemoral impingement syndromes can be considered more likely in patients with DDH than in those with FAI.


Assuntos
Impacto Femoroacetabular/diagnóstico por imagem , Luxação Congênita de Quadril/diagnóstico por imagem , Imageamento por Ressonância Magnética , Tomografia Computadorizada por Raios X , Adolescente , Adulto , Idoso , Artroscopia , Criança , Feminino , Impacto Femoroacetabular/cirurgia , Luxação Congênita de Quadril/cirurgia , Humanos , Interpretação de Imagem Assistida por Computador , Masculino , Pessoa de Meia-Idade , Estudos Retrospectivos
17.
Nagoya J Med Sci ; 77(3): 439-46, 2015 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-26412890

RESUMO

Being homebound has been reported to be associated with a number of conditions. In the current study, the incidence of homebound individuals was surveyed in an urban city area in Japan. The city office randomly enrolled 5,000 residents of Nagoya City aged 65 and over. A questionnaire was sent to their principal caregivers by mail, and 3,444 (68.9 %) subjects returned the survey. The investigators obtained the totally anonymous data from the city office. This study was approved by the Ethics Committee of Nagoya University Graduate School of Medicine. In the present study, the data of 3,053 (61.1 %) subjects for whom complete sets of data were available were employed for statistical analysis. The questionnaire included the following items: age, sex, the status of public long-term care insurance certification (none, support-level, care-level), self-rated health (good, fair, poor, very poor), states of living (single living, with only spouse, with other family members), and the frequency of outside excursions per a week (every day, once in a few day, one a week, rarely). An individual was defined as being homebound if his or her frequency of outside excursions was less than once per week. he incidence of the homebound elderly in the elderly population over 65 years old was 14.4 % in the current study. The status of certification in public long-term care insurance was associated with being homebound. Self-rated health was significantly worse in homebound individuals than in those non-homebound. The current survey found 14.4 % of the elderly was home-bound in a large city in Japan.

19.
Eur Geriatr Med ; 15(1): 201-208, 2024 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-38015386

RESUMO

PURPOSE: The purpose of this study was to investigate the relationship between cognitive function and phase angle (PhA), an indicator of muscle quality. METHODS: This cross-sectional study enrolled outpatients who visited a memory clinic at the Nagoya University hospital from January 2016 to June 2022. We enrolled 153 participants with body composition measurements. Inclusion criteria were a Mini-Mental State Examination score of 20-30 and a clinical diagnosis of Alzheimer's dementia (AD) or amnesic mild cognitive impairment (aMCI). The background characteristics of the participants were compared according to AD and aMCI. Next, linear regression analysis was performed with PhA as the objective variable. In addition, logistic regression analysis was performed for AD diagnosis. RESULTS: PhA was lower in the AD group (P = 0.009). In linear regression analysis, PhA consistently decreased with worsening ADAS score. In logistic regression analysis, high PhA was associated with absence of AD. Gender-specific analyses showed these associations existed only in men. CONCLUSIONS: Our study of patients with AD and aMCI found that PhA decreased with worsening of cognitive function. Compared with aMCI, AD was associated with significantly lower PhA. Our results strengthen the limited evidence in the literature showing that low muscle quality is associated with poor cognitive function.


Assuntos
Doença de Alzheimer , Disfunção Cognitiva , Masculino , Humanos , Impedância Elétrica , Estudos Transversais , Cognição , Disfunção Cognitiva/diagnóstico , Doença de Alzheimer/diagnóstico , Doença de Alzheimer/psicologia
20.
Geriatr Gerontol Int ; 24(6): 646-647, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38651626

RESUMO

The marital relationship is associated with the quality of life among those with cognitive impairment, but sarcopenia status seems to play an important role in the association.


Assuntos
Disfunção Cognitiva , Demência , Casamento , Qualidade de Vida , Humanos , Disfunção Cognitiva/psicologia , Masculino , Idoso , Feminino , Casamento/psicologia , Demência/psicologia , Idoso de 80 Anos ou mais , Sarcopenia/psicologia
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