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1.
BMC Cancer ; 24(1): 397, 2024 Mar 29.
Artigo em Inglês | MEDLINE | ID: mdl-38553680

RESUMO

BACKGROUND: High-risk stage III colon cancer has a considerably poorer prognosis than stage II and low-risk stage III colon cancers. Nevertheless, most guidelines recommend similar adjuvant treatment approaches for all these stages despite the dearth of research focusing on high-risk stage III colon cancer and the potential for improved prognosis with intensive adjuvant treatment. Given the the proven efficacy of triplet chemotherapy in metastatic colorectal cancer treatment, the goal of this study is to evaluate the oncologic efficacy and safety of mFOLFIRINOX in comparison to those of the current standard of care, mFOLFOX 6, as an adjuvant treatment for patients diagnosed with high-risk stage III colon cancer after radical resection. METHODS: This multicenter, randomized (1:1), open-label, phase II trial will assess and compare the effectiveness and toxicity of mFOLFIRINOX and mFOLFOX 6 in patients with high-risk stage III colon cancer after radical resection. The goal of the trial is to enroll 312 eligible patients, from 11 institutes, aged between 20 and 70 years, with an Eastern Cooperative Oncology Group (ECOG) performance status of 0-2, or between 70 and 75 with an ECOG performance status of 0. Patients will be randomized into two arms - Arm A, the experimental arm, and Arm B, the reference arm - and will receive 12 cycles of mFOLFIRINOX and mFOLFOX 6 every 2 weeks, respectively. The primary endpoint of this study is the 3-year disease-free survival, and secondary endpoints include the 3-year overall survival and treatment toxicity. DISCUSSION: The Frost trial would help determine the oncologic efficacy and safety of adjuvant triplet chemotherapy for high-risk stage III colon cancers and ultimately improve prognoses. TRIAL REGISTRATION: ClinicalTrials.gov NCT05179889, registered on 17 December 2021.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica , Neoplasias do Colo , Adulto , Idoso , Humanos , Pessoa de Meia-Idade , Adulto Jovem , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Quimioterapia Adjuvante , Ensaios Clínicos Fase II como Assunto , Neoplasias do Colo/patologia , Intervalo Livre de Doença , Estudos Multicêntricos como Assunto , Intervalo Livre de Progressão , Ensaios Clínicos Controlados Aleatórios como Assunto , Fluoruracila/uso terapêutico
2.
Sensors (Basel) ; 24(12)2024 Jun 09.
Artigo em Inglês | MEDLINE | ID: mdl-38931546

RESUMO

The growing interest in building data management, especially the building information model (BIM), has significantly influenced urban management, materials supply chain analysis, documentation, and storage. However, the integration of BIM into 3D GIS tools is becoming more common, showing progress beyond the traditional problem. To address this, this study proposes data transformation methods involving mapping between three domains: industry foundation classes (IFC), city geometry markup language (CityGML), and web ontology framework (OWL)/resource description framework (RDF). Initially, IFC data are converted to CityGML format using the feature manipulation engine (FME) at CityGML standard's levels of detail 4 (LOD4) to enhance BIM data interoperability. Subsequently, CityGML is converted to the OWL/RDF diagram format to validate the proposed BIM conversion process. To ensure integration between BIM and GIS, geometric data and information are visualized through Cesium Ion web services and Unreal Engine. Additionally, an RDF graph is applied to analyze the association between the semantic mapping of the CityGML standard, with Neo4j (a graph database management system) utilized for visualization. The study's results demonstrate that the proposed data transformation methods significantly improve the interoperability and visualization of 3D city models, facilitating better urban management and planning.

3.
Sensors (Basel) ; 22(11)2022 Jun 02.
Artigo em Inglês | MEDLINE | ID: mdl-35684876

RESUMO

Due to its significant global impact, both domestic and international efforts are underway to cure the infection and stop the COVID-19 virus from spreading further. In resource-limited environments, overwhelmed healthcare institutions and surveillance systems are struggling to cope with this epidemic, necessitating a specific strategic response. In this study, we looked into the COVID-19 situation and to establish trust, accountability, and transparency, we employed blockchain's immutable and tamper-proof properties. We offered a smart contract (SC)-based solution (Block-HPCT) that has been successfully tested to preserve a digital health passport (DHP) for vaccine recipients; also, for contact tracing (CT) we employed proof of location concept, which aids in a swift and credible response directly from the appropriate healthcare authorities. To connect on-chain and off-chain data, trusted and registered oracles were integrated and to provide a double layer of security along with symmetric key encryption; both Interplanetary File System (IPFS) and Hyperledger Fabric were merged as storage center. We also provided a full description of the suggested solution's system design, implementation, experiment results, and evaluation (privacy and cost analysis). As per the findings, the suggested approach performed satisfactorily across all significant assessment criteria, implying that it can lead the way for practical implementations and also can be used for similar types of situations where contact tracing of infectious can be crucial.


Assuntos
Blockchain , COVID-19 , Doenças Transmissíveis , COVID-19/prevenção & controle , Busca de Comunicante/métodos , Humanos , Privacidade
4.
Ann Surg ; 273(2): 217-223, 2021 02 01.
Artigo em Inglês | MEDLINE | ID: mdl-32209897

RESUMO

OBJECTIVE: To compare short-term perioperative outcomes of single-port laparoscopic surgery (SPLS) and multiport laparoscopic surgery (MPLS) for colon cancer. SUMMARY BACKGROUND DATA: Although many studies reported short- and long-term outcomes of SPLS for colon cancer compared with MPLS, few have reported results of randomized controlled trials. METHODS: This was a multicenter, prospective, randomized controlled trial with a noninferiority design. It was conducted between August 2011 and June 2017 at 7 sites in Korea. A total of 388 adults (aged 19-85 yrs) with clinical stage I, II, or III adenocarcinoma of the ascending or sigmoid colon were enrolled and randomized. The primary endpoint was 30-day postoperative complication rates. Secondary endpoints were the number of harvested lymph nodes, length of the resection margin, postoperative pain, and time to functional recovery (bowel movement and diet). Patients were followed for 30 days after surgery. RESULTS: Among 388 patients, 359 (92.5%) completed the study (SPLS, n = 179; MPLS, n = 180). The 30-day postoperative complication rate was 10.6% in the SPLS group and 13.9% in the MPLS group (95% confidence interval, -10.05 to 3.05 percentage points; P < 0.0001). Total incision length was shorter in the SPLS group than in the MPLS group (4.6 cm vs 7.2 cm, P < 0.001), whereas the length of the specimen extraction site did not differ (4.4 cm vs 4.6 cm, P = 0.249). There were no significant differences between groups for all secondary endpoints and all other outcomes. CONCLUSIONS: Even though there was no obvious benefit to SPLS over MPLS when performing colectomy for cancer, our data suggest that SPLS is noninferior to MPLS and can be considered an option in selected patients, when performed by experienced surgeons.Trial registration: ClinicalTrials.gov Identifier: NCT01480128.


Assuntos
Adenocarcinoma/cirurgia , Colectomia/métodos , Neoplasias do Colo/cirurgia , Laparoscopia/métodos , Complicações Pós-Operatórias/epidemiologia , Adenocarcinoma/patologia , Adulto , Idoso , Idoso de 80 Anos ou mais , Colectomia/efeitos adversos , Neoplasias do Colo/patologia , Feminino , Humanos , Laparoscopia/efeitos adversos , Masculino , Pessoa de Meia-Idade , Estudos Prospectivos , República da Coreia , Fatores de Tempo , Resultado do Tratamento , Adulto Jovem
5.
BMC Gastroenterol ; 21(1): 173, 2021 Apr 15.
Artigo em Inglês | MEDLINE | ID: mdl-33858326

RESUMO

BACKGROUND: Prevention and early detection of colorectal cancer (CRC) is a global priority, with many countries conducting population-based CRC screening programs. Although colonoscopy is the most accurate diagnostic method for early CRC detection, adherence remains low because of its invasiveness and the need for extensive bowel preparation. Non-invasive fecal occult blood tests or fecal immunochemical tests are available; however, their sensitivity is relatively low. Syndecan-2 (SDC2) is a stool-based DNA methylation marker used for early detection of CRC. Using the EarlyTect™-Colon Cancer test, the sensitivity and specificity of SDC2 methylation in stool DNA for detecting CRC were previously demonstrated to be greater than 90%. Therefore, a larger trial to validate its use for CRC screening in asymptomatic populations is now required. METHODS: All participants will collect their stool (at least 20 g) before undergoing screening colonoscopy. The samples will be sent to a central laboratory for analysis. Stool DNA will be isolated using a GT Stool DNA Extraction kit, according to the manufacturer's protocol. Before performing the methylation test, stool DNA (2 µg per reaction) will be treated with bisulfite, according to manufacturer's instructions. SDC2 and COL2A1 control reactions will be performed in a single tube. The SDC2 methylation test will be performed using an AB 7500 Fast Real-time PCR system. CT values will be calculated using the 7500 software accompanying the instrument. Results from the EarlyTect™-Colon Cancer test will be compared against those obtained from colonoscopy and any corresponding diagnostic histopathology from clinically significant biopsied or subsequently excised lesions. Based on these results, participants will be divided into three groups: CRC, polyp, and negative. The following clinical data will be recorded for the participants: sex, age, colonoscopy results, and clinical stage (for CRC cases). DISCUSSION: This trial investigates the clinical performance of a device that allows quantitative detection of a single DNA marker, SDC2 methylation, in human stool DNA in asymptomatic populations. The results of this trial are expected to be beneficial for CRC screening and may help make colonoscopy a selective procedure used only in populations with a high risk of CRC. TRIAL REGISTRATION: This trial (NCT04304131) was registered at ClinicalTrials.gov on March 11, 2020 and is available at https://clinicaltrials.gov/ct2/show/NCT04304131?cond=NCT04304131&draw=2&rank=1 .


Assuntos
Neoplasias Colorretais , Sangue Oculto , Colonoscopia , Neoplasias Colorretais/diagnóstico , Neoplasias Colorretais/genética , Detecção Precoce de Câncer , Fezes , Humanos , Estudos Prospectivos , Sensibilidade e Especificidade , Sindecana-2/genética
6.
Surg Endosc ; 35(11): 6278-6290, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-33141277

RESUMO

BACKGROUND: The clinical benefits of single-port laparoscopic surgery (SPLS) in patients with colon cancer patients are unclear because only a few studies have reported on the quality of life (QoL) of such patients. This study aimed to compare the QoL and patient satisfaction between SPLS and multiport laparoscopic surgery (MPLS) in colon cancer. METHODS: The multicentre randomised controlled SIngle-port versus MultiPort Laparoscopic surgEry (SIMPLE) trial included patients with colon cancer who underwent radical surgery at seven hospitals in South Korea. We performed a pre-planned secondary analysis of the QoL data of 359 patients from that trial. The QoL was surveyed using the European Organisation for Research and Treatment of Cancer (EORTC) QLQ-C30 preoperatively and at 1, 3, 6, and 12 months postoperatively. Patient satisfaction was measured with a 5-point questionnaire at these postoperative time points. RESULTS: Overall, 145 and 147 patients were included in the SPLS and MPLS groups, respectively. Most QoL domains were similar between the groups. In the subgroup analysis of patients without adjuvant chemotherapy, patients in the SPLS group presented with significantly better global health status (p = 0.017), fatigue (p = 0.047), and pain (p = 0.005) scores and tended to have improved physical (p = 0.055), emotional (p = 0.064), and social (p = 0.081) functioning, with marginal significance at 1 month postoperatively, compared to those in the MPLS group. Patient satisfaction regarding surgery (p = 0.002) and appearance of the abdominal scar (p = 0.002) was significantly higher with SPLS than with MPLS at 12 months postoperatively. CONCLUSION: Patients who underwent SPLS without adjuvant chemotherapy had better global health status, fatigue status, and pain at 1 month postoperatively; however, these improvements were minimal and temporary. In the near future, the effect of SPLS on postoperative QoL should be confirmed through a randomised controlled trial targeting the QoL in colon cancer patients. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT01480128.


Assuntos
Neoplasias do Colo , Laparoscopia , Neoplasias do Colo/cirurgia , Humanos , Satisfação do Paciente , Período Pós-Operatório , Qualidade de Vida
7.
Sensors (Basel) ; 21(8)2021 Apr 09.
Artigo em Inglês | MEDLINE | ID: mdl-33918845

RESUMO

A vital and challenging task in computer vision is 3D Object Classification and Retrieval, with many practical applications such as an intelligent robot, autonomous driving, multimedia contents processing and retrieval, and augmented/mixed reality. Various deep learning methods were introduced for solving classification and retrieval problems of 3D objects. Almost all view-based methods use many views to handle spatial loss, although they perform the best among current techniques such as View-based, Voxelization, and Point Cloud methods. Many views make network structure more complicated due to the parallel Convolutional Neural Network (CNN). We propose a novel method that combines a Global Point Signature Plus with a Deep Wide Residual Network, namely GPSP-DWRN, in this paper. Global Point Signature Plus (GPSPlus) is a novel descriptor because it can capture more shape information of the 3D object for a single view. First, an original 3D model was converted into a colored one by applying GPSPlus. Then, a 32 × 32 × 3 matrix stored the obtained 2D projection of this color 3D model. This matrix was the input data of a Deep Residual Network, which used a single CNN structure. We evaluated the GPSP-DWRN for a retrieval task using the Shapnetcore55 dataset, while using two well-known datasets-ModelNet10 and ModelNet40 for a classification task. Based on our experimental results, our framework performed better than the state-of-the-art methods.

8.
Sensors (Basel) ; 21(4)2021 Feb 20.
Artigo em Inglês | MEDLINE | ID: mdl-33672489

RESUMO

In computer-aided diagnosis (CAD) systems, the automatic classification of the different types of the human epithelial type 2 (HEp-2) cells represents one of the critical steps in the diagnosis procedure of autoimmune diseases. Most of the methods prefer to tackle this task using the supervised learning paradigm. However, the necessity of having thousands of manually annotated examples constitutes a serious concern for the state-of-the-art HEp-2 cells classification methods. We present in this work a method that uses active learning in order to minimize the necessity of annotating the majority of the examples in the dataset. For this purpose, we use cross-modal transfer learning coupled with parallel deep residual networks. First, the parallel networks, which take simultaneously different wavelet coefficients as inputs, are trained in a fully supervised way by using a very small and already annotated dataset. Then, the trained networks are utilized on the targeted dataset, which is quite larger compared to the first one, using active learning techniques in order to only select the images that really need to be annotated among all the examples. The obtained results show that active learning, when mixed with an efficient transfer learning technique, can allow one to achieve a quite pleasant discrimination performance with only a few annotated examples in hands. This will help in building CAD systems by simplifying the burdensome task of labeling images while maintaining a similar performance with the state-of-the-art methods.


Assuntos
Aprendizado Profundo , Diagnóstico por Computador , Células Epiteliais/classificação , Doenças Autoimunes/diagnóstico , Humanos , Redes Neurais de Computação
9.
Sensors (Basel) ; 20(9)2020 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-32397567

RESUMO

Classifying the images that portray the Human Epithelial cells of type 2 (HEp-2) represents one of the most important steps in the diagnosis procedure of autoimmune diseases. Performing this classification manually represents an extremely complicated task due to the heterogeneity of these cellular images. Hence, an automated classification scheme appears to be necessary. However, the majority of the available methods prefer to utilize the supervised learning approach for this problem. The need for thousands of images labelled manually can represent a difficulty with this approach. The first contribution of this work is to demonstrate that classifying HEp-2 cell images can also be done using the unsupervised learning paradigm. Unlike the majority of the existing methods, we propose here a deep learning scheme that performs both the feature extraction and the cells' discrimination through an end-to-end unsupervised paradigm. We propose the use of a deep convolutional autoencoder (DCAE) that performs feature extraction via an encoding-decoding scheme. At the same time, we embed in the network a clustering layer whose purpose is to automatically discriminate, during the feature learning process, the latent representations produced by the DCAE. Furthermore, we investigate how the quality of the network's reconstruction can affect the quality of the produced representations. We have investigated the effectiveness of our method on some benchmark datasets and we demonstrate here that the unsupervised learning, when done properly, performs at the same level as the actual supervised learning-based state-of-the-art methods in terms of accuracy.


Assuntos
Aprendizado Profundo , Células Epiteliais/citologia , Processamento de Imagem Assistida por Computador , Linhagem Celular , Análise por Conglomerados , Humanos
10.
BMC Cancer ; 18(1): 538, 2018 May 08.
Artigo em Inglês | MEDLINE | ID: mdl-29739356

RESUMO

BACKGROUND: Neoadjuvant chemoradiotherapy (CRT) followed by total mesorectal excision (TME) has been a standard treatment option for locally advanced rectal cancer with improved local control. However, systemic recurrence despite neoadjuvant CRT remained unchanged. The only significant prognostic factor proven to be important was pathologic complete response (pCR) after neoadjuvant CRT. Several efforts have been tried to improve survival of patients who treated with neoadjuvant CRT and to achieve more pCR including adding cytotoxic chemotherapeutic agents, chronologic modification of chemotherapy schedule or adding chemotherapy during the perioperative period. Consolidation chemotherapy is adding several cycles of chemotherapy between neoadjuvant CRT and TME. It could increase pCR rate, subsequently could show better oncologic outcomes. METHODS: Patients with advanced mid or low rectal cancer who received neoadjuvant CRT will be included after screening. They will be randomized and assigned to undergo TME followed by 8 cycles of adjuvant chemotherapy (control arm) or receive 3 cycles of consolidation chemotherapy before TME, and receive 5 cycles of adjuvant chemotherapy (experimental arm). The primary endpoints are pCR and 3-year disease-free survival (DFS), and the secondary endpoints are radiotherapy-related complications, R0 resection rate, tumor response rate, surgery-related morbidity, and peripheral neuropathy at 3 year after the surgery. The authors hypothesize that the experimental arm would show a 15% improvement in pCR (15 to 30%) and in 3-year DFS (65 to 80%), compared with the control arm. The accrual period is 2 years and the follow-up period is 3 years. Based on the superiority design, one-sided log-rank test with α-error of 0.025 and a power of 80% was conducted. Allowing for a drop-out rate of 10%, 358 patients (179 per arm) will need to be recruited. Patients will be followed up at every 3 months for 2 years and then every 6 months for 3 years after the last patient has been randomized. DISCUSSION: KONCLUDE trial aims to investigate whether consolidation chemotherapy shows better pCR and 3-year DFS than adjuvant chemotherapy alone for the patients who received neoadjuvant CRT for locally advanced rectal cancer. This trial is expected to provide evidence to support clear treatment guidelines for patients with locally advanced rectal cancer. TRIAL REGISTRATION: Clinicaltrials.gov NCT02843191 (First posted on July 25, 2016).


Assuntos
Adenocarcinoma/terapia , Protocolos de Quimioterapia Combinada Antineoplásica/uso terapêutico , Neoplasias Retais/terapia , Adenocarcinoma/mortalidade , Adenocarcinoma/patologia , Adulto , Idoso , Quimiorradioterapia/métodos , Quimiorradioterapia/normas , Quimioterapia Adjuvante/métodos , Quimioterapia Adjuvante/normas , Quimioterapia de Consolidação/métodos , Quimioterapia de Consolidação/normas , Intervalo Livre de Doença , Feminino , Seguimentos , Humanos , Masculino , Pessoa de Meia-Idade , Terapia Neoadjuvante/métodos , Terapia Neoadjuvante/normas , Estadiamento de Neoplasias , Guias de Prática Clínica como Assunto , Ensaios Clínicos Controlados Aleatórios como Assunto , Neoplasias Retais/mortalidade , Neoplasias Retais/patologia , Reto/patologia , Reto/cirurgia , República da Coreia , Resultado do Tratamento , Adulto Jovem
11.
Surg Endosc ; 32(7): 3131-3137, 2018 07.
Artigo em Inglês | MEDLINE | ID: mdl-29340826

RESUMO

BACKGROUND: Single-port laparoscopic surgery (SPLS) is an alternative, minimally invasive surgical approach for managing appendicitis. The aim of this randomized trial was to evaluate the safety and efficacy of SPLS in uncomplicated appendicitis. METHODS: Between December 2009 and November 2010, 194 patients with radiologically diagnosed acute appendicitis were randomly allocated to undergo either SPLS or multiport laparoscopic surgery (MPLS). Patients with intraoperative findings of perforated appendicitis were excluded from the analysis. The primary endpoint was perioperative morbidity. All data were analyzed according to the intention-to-treat principle. RESULTS: Fourteen cases were excluded from the analysis. Of the remaining 180 patients, 90 were assigned to the SPLS group, and 90 to the MPLS group. Baseline characteristics were well balanced between the groups. In the SPLS group, the rate of conversion to MPLS was 11.1%. The operation time was 14.5 min longer for SPLS than for MPLS (p < 0.01), but there was no between-group difference in the rate of intraoperative complications (SPLS, 4.4%; MPLS, 0%; p = 0.12) or postoperative complications (SPLS, 4.4%; MPLS, 2.2%; p = 0.68). Compared to the MPLS group, the SPLS group had higher cumulative dose of analgesics (tramadol; 73.9 vs. 51.7 mg, p = 0.04), longer postoperative time to first passage of flatus (27.7 vs. 20.1 h, p < 0.01), longer postoperative hospitalization (2.5 vs. 2.1 days, p < 0.05), and higher total cost (1826.9 vs. 1662.4 USD, p < 0.01). CONCLUSIONS: This randomized trial indicates that, compared to MPLS, SPLS does not increase the rate of perioperative or postoperative complications in uncomplicated appendicitis, but may have disadvantages such as increased operation time, later postoperative functional recovery, longer hospital stay, and higher costs, although the difference is minimal (ClinicalTrials.gov Identifier: NCT01007318).


Assuntos
Apendicectomia/métodos , Apendicite/cirurgia , Laparoscópios , Laparoscopia/instrumentação , Doença Aguda , Adolescente , Adulto , Idoso , Criança , Desenho de Equipamento , Feminino , Humanos , Incidência , Complicações Intraoperatórias/epidemiologia , Masculino , Pessoa de Meia-Idade , Duração da Cirurgia , Complicações Pós-Operatórias/epidemiologia , República da Coreia/epidemiologia , Adulto Jovem
12.
Surg Endosc ; 32(3): 1540-1549, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-28916955

RESUMO

BACKGROUND: Single-port laparoscopic surgery (SPLS) was recently introduced as an innovative minimally invasive surgery method. Retrospective studies have revealed the safety and feasibility of SPLS for colon cancer treatment. However, no prospective randomized trials have been performed. The multicenter, randomized SIMPLE (single-port versus multiport laparoscopic surgery) trial aimed to investigate short-term perioperative outcomes of SPLS for colon cancer treatment, compared with multiport laparoscopic surgery (MPLS). METHODS: Between August 2011 and April 2014, a total of 194 patients with colon cancer were recruited from seven hospitals in Korea. Patients were randomly allocated into the SPLS group (n = 99) or MPLS group (n = 95). The primary endpoint was postoperative complications. Operative, postoperative, and pathologic outcomes were analyzed after 50% of the patient study population had been recruited. RESULTS: The patients' demographic characteristics, operative times, estimated blood volume losses, numbers of harvested lymph nodes, and lengths of both resection margins were not significantly different between groups. In the SPLS group, the rates of conversion to MPLS and open surgery were 12.9 and 2.2%, respectively. Postoperative complications occurred in 10.8% of the SPLS, and 12.5% of the MPLS patients (p = 0.714). Times to functional recovery, pain scores, and amounts of analgesia were similar between groups. CONCLUSION: The results of this interim analysis suggested that SPLS is technically safe and appropriate when used for radical resection of colon cancer. (ClinicalTrials.gov Identifier: NCT01480128).


Assuntos
Neoplasias do Colo/cirurgia , Laparoscopia/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Perda Sanguínea Cirúrgica , Estudos de Equivalência como Asunto , Feminino , Humanos , Excisão de Linfonodo , Masculino , Margens de Excisão , Pessoa de Meia-Idade , Duração da Cirurgia , Complicações Pós-Operatórias , Estudos Prospectivos , República da Coreia
13.
Sensors (Basel) ; 18(8)2018 Aug 11.
Artigo em Inglês | MEDLINE | ID: mdl-30103498

RESUMO

Machine fault diagnosis (MFD) has gained an important enthusiasm since the unfolding of the pattern recognition techniques in the last three decades. It refers to all of the studies that aim to automatically detect the faults on the machines using various kinds of signals that they can generate. The present work proposes a MFD system for the drilling machines that is based on the sounds they produce. The first key contribution of this paper is to present a system specifically designed for the drills, by attempting not only to detect the faulty drills but also to detect whether the sounds were generated during the active or the idling stage of the whole machinery system, in order to provide a complete remote control. The second key contribution of the work is to represent the power spectrum of the sounds as images and apply some transformations on them in order to reveal, expose, and emphasize the health patterns that are hidden inside them. The created images, the so-called power spectrum density (PSD)-images, are then given to a deep convolutional autoencoder (DCAE) for a high-level feature extraction process. The final step of the scheme consists of adopting the proposed PSD-images + DCAE features as the final representation of the original sounds and utilize them as the inputs of a nonlinear classifier whose outputs will represent the final diagnosis decision. The results of the experiments demonstrate the high discrimination potential afforded by the proposed PSD-images + DCAE features. They were also tested on a noisy dataset and the results show their robustness against noises.

14.
Surg Endosc ; 31(4): 1828-1835, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-27553791

RESUMO

BACKGROUND: The aim of this study was to investigate the learning curves (LCs) of single-port laparoscopic surgery (SPLS) for colon cancer using multidimensional statistical analyses. Although SPLS yields better cosmetic results and comparable short-term outcomes compared to conventional laparoscopic surgery, its technical difficulties make surgeons hesitant to try SPLS. Moreover, the LCs of SPLS for colon cancer are not well delineated. METHODS: Data were collected from patients who underwent SPLS for colon cancer in seven Korean institutions between May 2009 and May 2015. The LCs were analyzed using the moving average method and the cumulative sum control chart (CUSUM) for operation time and surgical failure. Surgical failure was defined as the any conversion, postoperative complications, or less than 12 harvested lymph nodes from surgical specimens. RESULTS: A total of 356 patients were included in this study. Six and three surgeons performed 282 anterior resections (ARs) and 74 right colectomies (RCs), respectively. On the basis of the moving average method and CUSUM for operation time and surgical failure, the LCs for AR were 18, 16, 35, 13, 36, and 13 cases for surgeons A-F, respectively. However, the LCs for RC were 6 and 15 cases for surgeons D and E, respectively, and were ambiguous for one surgeon. CONCLUSIONS: For surgeons experienced in conventional laparoscopic colorectal surgery, the LCs of SPLS for colon cancer ranged from 6 to 36 cases, which is shorter than the LCs reported for conventional laparoscopic surgery.


Assuntos
Adenocarcinoma/cirurgia , Colectomia/métodos , Neoplasias do Colo/cirurgia , Laparoscopia/métodos , Curva de Aprendizado , Adulto , Idoso , Idoso de 80 Anos ou mais , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Duração da Cirurgia , Estudos Retrospectivos , Resultado do Tratamento
15.
Ann Surg Oncol ; 23(3): 842-8, 2016 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-26668086

RESUMO

PURPOSE: To evaluate the surgical and oncologic outcomes of patients undergoing self-expandable metallic stent (SEMS) placement with elective curative surgery. METHODS: Data from patients admitted with obstructing colon cancer between 2000 and 2012 were analyzed retrospectively. Patients underwent either SEMS placement as a bridge to surgery (stent group, n = 67) or emergency surgery (surgery group, n = 35). Surgical and oncologic outcomes of the groups were compared. RESULTS: Placement of SEMS was technically successful in 98.5% and clinically successful in 89.6% of cases. There were eight (11.9%) stent-related complications, including three migrations (4.5%), four occlusions (6.0%), and one perforation (1.5%). The stent group had a higher laparoscopic resection rate (67.2 vs. 31.4%, p = 0.001) with a lower conversion rate (4.3 vs. 35.3%, p = 0.003). The wound infection rate was significantly higher in the surgery group (37.1 vs. 11.9%, p = 0.003) with no differences in the rate of other complications. The rates of local recurrence and distant metastasis, recurrence-free, and overall survival were not significantly different between the two groups. CONCLUSIONS: Stenting and elective surgery was associated with a higher laparoscopy rate, a lower conversion rate, and a lower wound infection rate compared to emergency surgery but did not affect recurrence or survival.


Assuntos
Neoplasias do Colo/cirurgia , Procedimentos Cirúrgicos Eletivos , Obstrução Intestinal/cirurgia , Stents , Idoso , Neoplasias do Colo/patologia , Feminino , Seguimentos , Humanos , Obstrução Intestinal/patologia , Laparoscopia , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Prognóstico , Estudos Retrospectivos , Taxa de Sobrevida
16.
J Clin Ultrasound ; 43(7): 443-6, 2015 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-24956121

RESUMO

Intussusception of the appendix is an uncommon condition that is difficult to diagnose with radiology. Endometriosis causing appendiceal intussusception is a rare condition that has only been reported a few times in the literature. Here, we report a case of appendiceal intussusception caused by endometriosis in a 33-year-old woman who presented with intermittent right lower abdominal pain. Sonography revealed a hypoechoic mass invaginating into the cecum, which was covered by echogenic cecal wall with central dimpling indicating the appendiceal orifice. On CT, the mass was identified as an enhancing mass invaginating into the cecum at the level the appendiceal orifice.


Assuntos
Apêndice/diagnóstico por imagem , Doenças do Ceco/diagnóstico , Endometriose/diagnóstico , Intussuscepção/diagnóstico , Tomografia Computadorizada por Raios X , Dor Abdominal/etiologia , Adulto , Doenças do Ceco/etiologia , Diagnóstico Diferencial , Endometriose/complicações , Feminino , Humanos , Intussuscepção/etiologia , Ultrassonografia
17.
World J Surg ; 37(3): 652-6, 2013 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-23232821

RESUMO

BACKGROUND: Single-port laparoscopic surgery has attracted attention in the field of minimally invasive colorectal surgery. We hypothesized that an experienced laparoscopic surgeon could perform single-port surgery for colon cancer eligible for conventional laparoscopic anterior resection. Our aim was to analyze our initial experience and immediate surgical outcomes of single-port anterior resection. METHODS: A total of 37 consecutive patients with presumed sigmoid colonic cancer underwent single-port anterior resection with standard laparoscopic instruments between May 2009 and June 2010. Each operation was performed by one of two experienced colorectal surgeons. A cohort of patients who had undergone conventional laparoscopic surgery (CLS) for the same duration a year earlier (August 2007 to September 2008) was used as a historical control. Patient demographics and perioperative outcomes were analyzed and compared with those of CLS. RESULTS: There were no significant differences in mean estimated blood loss, mean length of the resection margin, or morbidity between the two groups, but operative time for the single-port group was significantly shorter (118 ± 41 vs. 140 ± 42 min; p = 0.017). Single-port laparoscopic surgery was successfully performed in 78.4% (29/37) of the patients treated in 2010, and CLS was successfully completed in all of the patients treated the previous year (p = 0.000). The main causes of single-port surgery failure were adhesion and tumor location. CONCLUSIONS: Single-port anterior resection is a feasible and safe procedure with immediate outcomes comparable to those of conventional laparoscopy. Further studies are required to determine the feasibility of single-port surgery for colonic tumors outside the sigmoid colon and the long-term outcome.


Assuntos
Laparoscopia/instrumentação , Laparoscopia/métodos , Neoplasias do Colo Sigmoide/mortalidade , Neoplasias do Colo Sigmoide/cirurgia , Sigmoidoscópios , Idoso , Estudos de Coortes , Intervalo Livre de Doença , Feminino , Seguimentos , Humanos , Laparoscopia/efeitos adversos , Masculino , Pessoa de Meia-Idade , Procedimentos Cirúrgicos Minimamente Invasivos/métodos , Invasividade Neoplásica/patologia , Estadiamento de Neoplasias , Dor Pós-Operatória/fisiopatologia , Complicações Pós-Operatórias/fisiopatologia , Medição de Risco , Neoplasias do Colo Sigmoide/patologia , Sigmoidoscopia/efeitos adversos , Sigmoidoscopia/métodos , Análise de Sobrevida , Resultado do Tratamento
18.
Ann Coloproctol ; 39(4): 301-306, 2023 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-37648423

RESUMO

Recent advances in the management of rectal cancer have dramatically changed the clinical practice of colorectal surgeons because the main focus of rectal cancer treatment has changed from sphincter-saving to an organ-preserving strategies. Modifying the delivery of systemic chemotherapy to improve patients' survival is another progress in colorectal cancer management, known as total neoadjuvant therapy (TNT). TNT is a new strategy used by colorectal surgeons to improve the quality of life and survival of patients after treatment. TNT poses limitations or obstacles, such as overtreatment issues in patients with stage I rectal cancer. However, considering the quality-of-life issues in patients with low-lying rectal cancer necessitating a permanent colostomy, the indication for TNT will be expanded. This review summarizes the recently conducted clinical trials and foresees future perspectives on TNT.

19.
In Vivo ; 37(6): 2768-2775, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-37905618

RESUMO

BACKGROUND/AIM: We aimed to compare the clinicopathological outcomes in patients with locally advanced rectal cancer after short- or long-course concurrent chemoradiotherapy (CCRT) followed by delayed surgery. PATIENTS AND METHODS: The records of 94 patients with cT3-4N0-2M0 rectal cancer who received CCRT between 2010 and 2017 were reviewed. Short-course radiotherapy (RT) was delivered with a median total dose of 25 Gy in five fractions (n=27), and long-course RT was delivered with a median total dose of 50.4 Gy in 28 fractions (n=67). The following concurrent chemotherapy regimens were administered: 5-fluorouracil plus leucovorin in 58 and capecitabine in 24; in 12 cases agents were unknown. The median interval between CCRT and surgery was 8 weeks. Adjuvant chemotherapy was administered after surgery in 80 patients (5-fluorouracil plus leucovorin, n=54; capecitabine, n=9; other, n=14; and unknown, n=3). Propensity-score matching analysis was conducted. RESULTS: The median follow-up duration was 4.3 years. There were no statistically significant differences between the short- and long-course RT groups in sphincter preservation (85.2% vs. 92.5%, p=0.478), pathological complete remission (18.5% vs. 14.9%, p=0.905), downstaging (44.4% vs. 26.9%, p=0.159), and negative circumferential resection margin (92.6% vs. 89.6%, p=0.947) rates. No differences were found in survival outcomes between the short- and long-course groups at 3 years (overall survival: 91.8% vs. 88.1%, p=0.790; disease-free survival, 75.2% vs. 72.5%, p=0.420; locoregional relapse-free survival, 90.5% vs. 98.4%, p=0.180; and distant metastasis-free survival, 79.6% vs. 73.5%, p=0.490). Similar results were observed after PSM. CONCLUSION: Clinically, short-course CCRT may be a feasible alternative to long-course CCRT in patients with locally advanced rectal cancer.


Assuntos
Protocolos de Quimioterapia Combinada Antineoplásica , Neoplasias Retais , Humanos , Capecitabina , Leucovorina , Resultado do Tratamento , Protocolos de Quimioterapia Combinada Antineoplásica/efeitos adversos , Terapia Neoadjuvante/métodos , Estadiamento de Neoplasias , Recidiva Local de Neoplasia/patologia , Quimiorradioterapia/métodos , Neoplasias Retais/patologia , Fluoruracila
20.
J Minim Invasive Surg ; 24(1): 1-4, 2021 Mar 15.
Artigo em Inglês | MEDLINE | ID: mdl-35601277

RESUMO

The coronavirus disease 2019 (COVID-19) pandemic has dramatically changed our daily lives and medical practices since it was first reported in December 2019 in Wuhan, China. Unlike the usual transmission patterns of other viral diseases, the asymptomatic or presymptomatic transmission of COVID-19 has caused difficulties in disease control around the globe. Surgical smoke or fumes may carry viruses. However, there is no evidence that the severe acute respiratory syndrome coronavirus 2, which causes COVID-19, is transmitted via surgical smoke or fumes. Laparoscopic surgeries should be continued to ensure optimal patient care. This review article aimed to investigate the current evidence relating to COVID-19 in surgical care and to discuss future remedies as the COVID-19 pandemic continues.

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