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1.
Gastrointest Endosc ; 98(1): 59-72.e7, 2023 07.
Artículo en Inglés | MEDLINE | ID: mdl-36801460

RESUMEN

BACKGROUND AND AIMS: Ligation therapy, including endoscopic detachable snare ligation (EDSL) and endoscopic band ligation (EBL), has emerged as an endoscopic treatment for colonic diverticular bleeding (CDB); its comparative effectiveness and risk of recurrent bleeding remain unclear, however. Our goal was to compare the outcomes of EDSL and EBL in treating CDB and identify risk factors for recurrent bleeding after ligation therapy. METHODS: We reviewed data of 518 patients with CDB who underwent EDSL (n = 77) or EBL (n = 441) in a multicenter cohort study named the Colonic Diverticular Bleeding Leaders Update Evidence From Multicenter Japanese Study (CODE BLUE-J Study). Outcomes were compared by using propensity score matching. Logistic and Cox regression analyses were performed for recurrent bleeding risk, and a competing risk analysis was used to treat death without recurrent bleeding as a competing risk. RESULTS: No significant differences were found between the 2 groups in terms of initial hemostasis, 30-day recurrent bleeding, interventional radiology or surgery requirements, 30-day mortality, blood transfusion volume, length of hospital stay, and adverse events. Sigmoid colon involvement was an independent risk factor for 30-day recurrent bleeding (odds ratio, 1.87; 95% confidence interval, 1.02-3.40; P = .042). History of acute lower GI bleeding (ALGIB) was a significant long-term recurrent bleeding risk factor on Cox regression analysis. A performance status score of 3/4 and history of ALGIB were long-term recurrent bleeding factors on competing risk regression analysis. CONCLUSIONS: There were no significant differences in outcomes between EDSL and EBL for CDB. After ligation therapy, careful follow-up is required, especially in the treatment of sigmoid diverticular bleeding during admission. History of ALGIB and performance status at admission are important risk factors for long-term recurrent bleeding after discharge.


Asunto(s)
Enfermedades Diverticulares , Divertículo del Colon , Hemostasis Endoscópica , Humanos , Estudios de Cohortes , Enfermedades Diverticulares/complicaciones , Enfermedades Diverticulares/terapia , Divertículo del Colon/complicaciones , Divertículo del Colon/cirugía , Hemorragia Gastrointestinal/etiología , Hemorragia Gastrointestinal/cirugía , Hemostasis Endoscópica/efectos adversos , Ligadura/efectos adversos , Estudios Multicéntricos como Asunto , Estudios Retrospectivos
2.
IEEE Trans Pattern Anal Mach Intell ; 44(1): 404-415, 2022 01.
Artículo en Inglés | MEDLINE | ID: mdl-32750792

RESUMEN

Large-scale distributed training of deep neural networks results in models with worse generalization performance as a result of the increase in the effective mini-batch size. Previous approaches attempt to address this problem by varying the learning rate and batch size over epochs and layers, or ad hoc modifications of batch normalization. We propose scalable and practical natural gradient descent (SP-NGD), a principled approach for training models that allows them to attain similar generalization performance to models trained with first-order optimization methods, but with accelerated convergence. Furthermore, SP-NGD scales to large mini-batch sizes with a negligible computational overhead as compared to first-order methods. We evaluated SP-NGD on a benchmark task where highly optimized first-order methods are available as references: training a ResNet-50 model for image classification on ImageNet. We demonstrate convergence to a top-1 validation accuracy of 75.4 percent in 5.5 minutes using a mini-batch size of 32,768 with 1,024 GPUs, as well as an accuracy of 74.9 percent with an extremely large mini-batch size of 131,072 in 873 steps of SP-NGD.


Asunto(s)
Aprendizaje Profundo , Algoritmos , Benchmarking , Redes Neurales de la Computación
3.
Cancers (Basel) ; 14(14)2022 Jul 07.
Artículo en Inglés | MEDLINE | ID: mdl-35884373

RESUMEN

Endoscopic submucosal dissection (ESD) is a safe and minimally invasive method for the treatment of early gastric cancer (EGC). However, whether ESD for EGC is also safe and feasible in patients aged ≥85 years is unclear. The patients enrolled in this study were divided into three groups: age ≥85 years (44 patients, 49 lesions), age 65−84 years (624 patients, 687 lesions), and age ≤64 years (162 patients, 174 lesions). We evaluated the incidence of adverse events (AEs) and overall survival (OS) and disease-specific survival (DSS). We analyzed the factors that had a significant impact on the prognosis of patients aged ≥85 years. No significant differences were found in the incidence of AEs among the three groups (p = 0.612). The OS was significantly lower in patients aged ≥85 years (p < 0.001). Conversely, DSS was not significantly worse in patients aged ≥85 years (p = 0.100). The poor Geriatric Nutritional Risk Index correlated with poor prognosis in patients aged ≥85 years (p < 0.001). ESD is a safe and valid treatment for EGC in patients aged ≥85 years. However, the indications should be carefully decided because it is difficult to estimate the survival contribution of ESD for EGC in patients aged ≥85 years, especially in those with poor nutritional status.

4.
JGH Open ; 5(5): 573-579, 2021 May.
Artículo en Inglés | MEDLINE | ID: mdl-34013057

RESUMEN

BACKGROUND AND AIM: Colonic diverticular bleeding is a common cause of acute lower gastrointestinal bleeding. Endoscopic hemostasis is generally selected as the first-line treatment; however, a considerable number of patients experience early rebleeding after endoscopic treatment. We investigated the risk factors for early rebleeding after endoscopic treatment. METHODS: We retrospectively evaluated the data of 142 consecutive patients who underwent endoscopic treatment (endoscopic clipping or endoscopic band ligation) for colonic diverticular bleeding with stigmata of recent hemorrhage between April 2012 and April 2020. Multivariate logistic regression analysis was conducted to evaluate the statistical relationship between patient characteristics and the incidence of early rebleeding occurring within 30 days after endoscopic treatment. RESULTS: Of 142 patients, early rebleeding was detected in 34 (23.9%) patients. According to univariate analysis, platelet count of <10 × 104/µL, bleeding from the left-sided colon, and endoscopic clipping usage were associated with early rebleeding (P < 0.05). The subsequent multivariate logistic regression analysis identified bleeding from the left-sided colon (odds ratio [OR], 4.16; 95% confidence interval [CI], 1.73-10.0; P = 0.001) and endoscopic clipping usage (OR, 2.92; 95% CI, 1.21-7.00; P = 0.017) as the independent risk factors for early rebleeding. CONCLUSIONS: Bleeding from the left-sided colon and endoscopic clipping usage were the risk factors for early rebleeding after endoscopic treatment. Using endoscopic band ligation was associated with a decreased risk for early rebleeding compared with the use of endoscopic clipping, indicating that endoscopic band ligation was a preferable endoscopic modality to prevent early recurrent bleeding.

5.
J Plast Reconstr Aesthet Surg ; 60(12): 1317-22, 2007.
Artículo en Inglés | MEDLINE | ID: mdl-17392044

RESUMEN

Curly toe is a common congenital deformity characterized by flexion and varus deformity of the interphalangeal joints. Because this minor deformity is seldom accompanied with any symptoms, treatment strategy has rarely been discussed in detail in the literature. Eight toes in seven patients with curly toe were treated by open tenotomy of the medial slip of the flexor digitorum brevis tendon. If sufficient correction was not obtained, the collateral ligament and the volar plate of the proximal interphalangeal joint were dissected. The skin defect at the plantar base of the toe was covered using a local flap or a full-thickness skin graft. The median age at operation was 2 years 6 months (ranged from 8 months to 5 years 4 months). In all cases, contracture of the plantar skin at the base of the toe and tight FDB tendon were recognized to a variable degree. Postoperatively, overlapping of the affected toe was corrected in every case at a median follow-up of 2 years 9 months. However, flexion and/or varus deformity tended to remain to some degree in those patients with severe curly toe. Toes with moderate to severe deformity with overlapping beneath the adjacent toe are candidates for surgical correction, because spontaneous correction is unlikely and troublesome symptoms may occur as the child grows older. Surgical correction should be performed until 2-3 years of age. The postoperative result might be poor, if treated in the older age, because skeletal deformity is likely to occur. Open tenotomy of the FDB tendon is easy to perform, and toe function was seldom impaired.


Asunto(s)
Tendones/cirugía , Dedos del Pie/anomalías , Dedos del Pie/cirugía , Factores de Edad , Niño , Preescolar , Femenino , Estudios de Seguimiento , Humanos , Masculino , Resultado del Tratamiento
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