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1.
Tech Coloproctol ; 27(8): 615-629, 2023 08.
Artigo em Inglês | MEDLINE | ID: mdl-36805890

RESUMO

Artificial intelligence (AI) has the potential to revolutionize surgery in the coming years. Still, it is essential to clarify what the meaningful current applications are and what can be reasonably expected. This AI-powered review assessed the role of AI in colorectal surgery. A Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA)-compliant systematic search of PubMed, Embase, Scopus, Cochrane Library databases, and gray literature was conducted on all available articles on AI in colorectal surgery (from January 1 1997 to March 1 2021), aiming to define the perioperative applications of AI. Potentially eligible studies were identified using novel software powered by natural language processing (NLP) and machine learning (ML) technologies dedicated to systematic reviews. Out of 1238 articles identified, 115 were included in the final analysis. Available articles addressed the role of AI in several areas of interest. In the preoperative phase, AI can be used to define tailored treatment algorithms, support clinical decision-making, assess the risk of complications, and predict surgical outcomes and survival. Intraoperatively, AI-enhanced surgery and integration of AI in robotic platforms have been suggested. After surgery, AI can be implemented in the Enhanced Recovery after Surgery (ERAS) pathway. Additional areas of applications included the assessment of patient-reported outcomes, automated pathology assessment, and research. Available data on these aspects are limited, and AI in colorectal surgery is still in its infancy. However, the rapid evolution of technologies makes it likely that it will increasingly be incorporated into everyday practice.


Assuntos
Inteligência Artificial , Cirurgia Colorretal , Procedimentos Cirúrgicos do Sistema Digestório , Humanos , Robótica
2.
Surg Endosc ; 36(5): 3389-3397, 2022 05.
Artigo em Inglês | MEDLINE | ID: mdl-34312728

RESUMO

BACKGROUND: Stoma reversal surgery can result in considerable morbidity and even mortality. Feasibility of utilizing single-port laparoscopy through the stoma fenestration have been shown before. Aim of the present observational study is to evaluate multicenter experiences of single-port reversal of left-sided colostomy (SPRLC) throughout Europe and to provide an overview of available literature on this topic. METHODS: All patients undergoing SPRLC in four different teaching hospitals throughout Europe are included. Primary outcome was 30-day postoperative complication rate. Secondary outcomes were postoperative length of stay (LOS), single-port success rate and conversion rates. Appraisal of the available literature in PubMed was performed. RESULTS: Of 156 SPRLC procedures, 98.7% of them were technically successful and 71.8% were without postoperative complications. No postoperative mortality was encountered. Superficial site infection occurred in 14.7%, anastomotic leakage in 3.9% and major complications in 8.3%. Median LOS was 4.0 days (1-69), single-port success rate was 64.7%, 12.8% and 21.2% (33/154) were converted to an open and multiport laparoscopic procedure, respectively. Literature shows equally favorable results in 131 patients divided over 5 cohorts with morbidity ranging from 0 to 30.4% and mortality from 0 to 2.2% and median LOS of 4-8 days. CONCLUSION: This study confirms the safety, feasibility and favorable results of the use of single-port approach in the reversal of left-sided colostomy in different centers in Europe with laparoscopic experienced colorectal surgeons. The available literature on this topic support and show equally favorable results using single-port laparoscopy for left-sided colostomy reversal surgery.


Assuntos
Laparoscopia , Estomas Cirúrgicos , Anastomose Cirúrgica/métodos , Colostomia/métodos , Humanos , Laparoscopia/efeitos adversos , Laparoscopia/métodos , Complicações Pós-Operatórias/epidemiologia , Complicações Pós-Operatórias/etiologia , Estudos Retrospectivos
3.
Tech Coloproctol ; 26(8): 603-613, 2022 08.
Artigo em Inglês | MEDLINE | ID: mdl-35344150

RESUMO

BACKGROUND: Theoretical advantages of Turnbull-Cutait pull-through delayed coloanal anastomosis (DCAA) are a reduced risk of anastomotic leak and therefore avoidance of stoma. Gradually abandoned in favor of immediate coloanal anastomosis (ICAA) with diverting stoma, DCAA has regained popularity in recent years in reconstructive surgery for low RC, especially when combined with minimally invasive surgery (MIS). The aim of this study was to perform the first meta-analysis, exploring the safety and outcomes of DCAA compared to ICAA with protective stoma. METHODS: A systematic search of MEDLINE, EMBASE, and CENTRAL and Google Scholar databases was performed for studies published from January 2000 until December 2020. The systematic review and meta-analysis were performed according to the Cochrane Handbook for Systematic Review on Interventions recommendations and Preferred Reporting Items for Systematic Review and Meta-analysis (PRISMA) guidelines. RESULTS: Out of 2626 studies screened, 9 were included in the systematic review and 4 studies in the meta-analysis. Outcomes included were postoperative complications, pelvic sepsis and risk of definitive stoma. Considering postoperative complications classified as Clavien-Dindo III, no significant difference existed in the rate of postoperative morbidity between DCAA and ICAA (13% versus 21%; OR 1.17; 95% CI 0.38-3.62; p = 0.78; I2 = 20%). Patients in the DCAA group experienced a lower rate of postoperative pelvic sepsis compared with patients undergoing ICAA with diverting stoma (7% versus 14%; OR 0.37; 95% CI 0.16-0.85; p = 0.02; I2 = 0%). The risk of definitive stoma was comparable between the two groups (2% versus 2% OR 0.77; 95% CI 0.15-3.85; p = 0.75; I2 = 0%). CONCLUSIONS: According to the limited current evidence, DCAA is associated with a significant decrease in pelvic sepsis. Further prospective trials focusing on oncologic and functional outcomes are needed.


Assuntos
Neoplasias Retais , Sepse , Canal Anal/cirurgia , Anastomose Cirúrgica/efeitos adversos , Fístula Anastomótica/etiologia , Fístula Anastomótica/cirurgia , Colo/cirurgia , Humanos , Complicações Pós-Operatórias/etiologia , Complicações Pós-Operatórias/cirurgia , Neoplasias Retais/complicações , Neoplasias Retais/cirurgia , Estudos Retrospectivos , Sepse/etiologia , Resultado do Tratamento
4.
Tech Coloproctol ; 26(3): 217-226, 2022 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-35103902

RESUMO

BACKGROUND: The aim of the present study was to describe in detail an approach to proctectomy in ulcerative colitis (UC), which can be standardized; near-total mesorectal excision (near-TME), to prevent injuries to autonomic pelvic nerves and subsequent sexual dysfunction. METHODS: We demonstrate the technique ex vivo on a cadaver from a male patient in lithotomy position and on a sagittal section of a male pelvis. We also demonstrate the technique in vivo in two male patients diagnosed with UC, with no history of sexual dysfunction or bowel neoplasia. The study was performed at the Human Embryology and Anatomy Department. University of Valencia, Spain. RESULTS: The posterolateral dissection during a near-TME is similar to that of an oncologic TME, whereas the anterolateral is similar to that of a close rectal dissection. The near-TME technique preserves the superior hypogastric plexus, the hypogastric nerves, the nervi erigentes, the inferior hypogastric plexus, the pelvic plexus and the cavernous nerves. CONCLUSION: The near-TME technique is the standardisation of the technique for proctectomy in male patients with ulcerative colitis. Near-TME requires experience in pelvic surgery and an exhaustive knowledge of the embryological development and of the surgical anatomy of the pelvis.


Assuntos
Colite Ulcerativa , Protectomia , Neoplasias Retais , Vias Autônomas/lesões , Colite Ulcerativa/cirurgia , Humanos , Masculino , Pelve/cirurgia , Neoplasias Retais/cirurgia , Reto/inervação , Reto/cirurgia
5.
Int J Colorectal Dis ; 36(8): 1811-1815, 2021 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-33629119

RESUMO

INTRODUCTION: To explore the reported variability in the surgical management of ileocolonic Crohn' s disease and identify areas of standard practice, we present this study which aims to assess how different colorectal surgeons with a subspecialty interest in inflammatory bowel disease (IBD) surgery may act in different clinical scenarios of ileocolonic Crohn's disease. METHODS: Anonymous videos demonstrating the small bowel walkthrough and anonymised patients' clinical data, imaging and pathological findings were distributed to the surgeons using an electronic tool. Surgeons answered on operative strategy, bowel resections, management of small bowel mesentery, type of anastomosis and use of stomas. RESULTS: Eight small bowel walkthrough videos were registered and 12 assessors completed the survey with a questionnaire completion rate of 87.5%. There was 87.7% agreement in the need to perform an ileocolonic resection. However, the agreement for the need to perform associated surgical procedures such as strictureplasties or further bowel resections was only 57.4%. When an anastomosis was fashioned, the side to side configuration was the most commonly used. The preferred management of the mesentery was dissection close to the bowel. CONCLUSIONS: The decision on the main procedure to be performed had a high agreement amongst the different assessors, but the treatment of multifocal disease was highly controversial, with low agreement on the need for associated procedures to treat internal fistulae and the use of strictureplasties. At the same time, there was significant heterogeneity in the decision on when to anastomose and when to fashion an ileostomy.


Assuntos
Neoplasias Colorretais , Doença de Crohn , Doenças Inflamatórias Intestinais , Cirurgiões , Doença de Crohn/cirurgia , Humanos , Inquéritos e Questionários
6.
Surg Endosc ; 35(3): 1378-1384, 2021 03.
Artigo em Inglês | MEDLINE | ID: mdl-32240380

RESUMO

BACKGROUND: Assessment of the entire small bowel is advocated during Crohn's disease (CD) surgery, as intraoperative detection of new lesions may lead to change in the planned procedure. The aim of this study was to evaluate the inter-observer variability in the assessment of extent and severity of CD at the small bowel laparoscopic "walkthrough". METHODS: A survey on laparoscopic assessment of the small bowel in patients with CD, including items adapted from the MREnterography or ultrasound in Crohn's disease (METRIC) study and from the classification of severity of mesenteric disease was developed by an invited committee of colorectal surgeons. Anonymous laparoscopic videos demonstrating the small bowel "walkthrough" in ileocolonic resection for primary and recurrent CD were distributed to the committee members together with the anonymous survey. The primary outcome was the rate of inter-observer variability on assessment of strictures, dilatations, complications and severity of mesenteric inflammation. RESULTS: 12 assessors completed the survey on 8 small bowel walkthrough videos. The evaluation of the small bowel thickening and of the mesenteric fat wrapping were the most reliable assessments with an overall agreement of 87.1% (k = 0.31; 95% CI - 0.22, 0.84) and 82.7% (k = 0.35; 95% CI - 0.04, 0.73), respectively. The presence of strictures and pre-stenotic dilatation demonstrated agreement of 75.2% (k = 0.06: 95% CI - 0.33, 0.45) and 71.2% (k = 0.33; 95% CI 0.15, 0.51), respectively. Evaluation of fistulae had an overall agreement of 75.3%, while there was a significant variation in the evaluation of mild, moderate and severe mesenteric disease with overall agreement ranging from 33.3 to 100%. CONCLUSION: Laparoscopic assessment of the small bowel thickening and of the presence of mesenteric fat wrapping is reliable for the intraoperative evaluation of CD with high inter-rater agreement. There is significant heterogeneity in the assessment of the severity of the mesenteric disease involvement.


Assuntos
Doença de Crohn/diagnóstico por imagem , Doença de Crohn/cirurgia , Intestino Delgado/diagnóstico por imagem , Intestino Delgado/cirurgia , Laparoscopia , Cirurgiões , Gravação em Vídeo , Constrição Patológica , Doença de Crohn/patologia , Humanos , Intestino Delgado/patologia , Mesentério/cirurgia , Variações Dependentes do Observador , Ultrassonografia
7.
Int Endod J ; 54(2): 156-171, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32901962

RESUMO

AIM: This 60-month prospective study aimed to evaluate tooth survival and healing rates after root canal treatment in patients taking bisphosphonates (BPs). Secondary outcomes were complications and clinical variables observed during and after treatment. METHODS: Root canal treatment was performed using manual K-file canal instrumentation and a carrier-based filling technique with an epoxy resin-based sealer. Teeth without adequate root/crown integrity were restored by trained operators at the tissue level (TL group) to prevent occlusal/mechanical stress and to enable periapical lesion healing without the risk of root fracture. Other teeth were restored with normal occlusal contacts (OC group). Healthy patients who had undergone one or more root canal treatments of the same type constituted the control group. The relationships of the following variables to survival and health status were examined (chi-squared test and multivariate analysis, P = 0.05): age, gender, smoking habit, tooth location, treatment type, BPs treatment, BPs exposure, initial periapical index (PAI) and occlusal restoration. Survival curves were constructed using Kaplan-Meier analysis, with extraction serving as the end-point. RESULTS: In total, 65 patients with 109 root canal-treated teeth who were taking BPs were included. At 60 months, data from 57 patients (52F, 5M; median age 65.7 ± 8.6 years) who had undergone 96 root canal treatments were analysed (drop-out rate = 16.9%). The survival rate was 85%, and the success rate was 76%. The control group consisted of 46 patients (21F, 25M; median age 60.3 ± 7.2 years) who had undergone 102 root canal treatments. The survival rate was 88%, with 12 teeth lost during follow-up. The success rate was 73%. In the BP group, 55 teeth were restored normally (OC group) and 41 teeth were restored at the tissue level (TL group). No difference in the success or survival rate was observed between the BP and control groups (P > 0.05). Univariate Kaplan-Meier analysis revealed that only tooth type significantly affected survival status in the BP group. The analysis revealed the clinical relevance of smoking, tooth location and initial PAI on patients' health status (P < 0.05). CONCLUSION: Root canal treatments and post-endodontic restoration with tissue-level filling procedures represent a safe approach for severely damaged teeth in patients receiving BPs having comparable results to root filled teeth restored with occlusal contacts and to the control group.


Assuntos
Cavidade Pulpar , Difosfonatos , Idoso , Humanos , Pessoa de Meia-Idade , Estudos Prospectivos , Obturação do Canal Radicular , Tratamento do Canal Radicular
8.
Br J Surg ; 107(11): 1406-1413, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32363596

RESUMO

BACKGROUND: The COVID-19 global pandemic has resulted in a plethora of guidance and opinion from surgical societies. A controversial area concerns the safety of surgically created smoke and the perceived potential higher risk in laparoscopic surgery. METHODS: The limited published evidence was analysed in combination with expert opinion. A review was undertaken of the novel coronavirus with regards to its hazards within surgical smoke and the procedures that could mitigate the potential risks to healthcare staff. RESULTS: Using existing knowledge of surgical smoke, a theoretical risk of virus transmission exists. Best practice should consider the operating room set-up, patient movement and operating theatre equipment when producing a COVID-19 operating protocol. The choice of energy device can affect the smoke produced, and surgeons should manage the pneumoperitoneum meticulously during laparoscopic surgery. Devices to remove surgical smoke, including extractors, filters and non-filter devices, are discussed in detail. CONCLUSION: There is not enough evidence to quantify the risks of COVID-19 transmission in surgical smoke. However, steps can be undertaken to manage the potential hazards. The advantages of minimally invasive surgery may not need to be sacrificed in the current crisis.


Assuntos
COVID-19/prevenção & controle , Controle de Infecções/métodos , Transmissão de Doença Infecciosa do Paciente para o Profissional/prevenção & controle , Laparoscopia/métodos , Fumaça/efeitos adversos , COVID-19/transmissão , Humanos , Controle de Infecções/instrumentação , Laparoscopia/efeitos adversos , Laparoscopia/instrumentação
9.
J Biol Regul Homeost Agents ; 34(6 Suppl. 2): 63-68, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-33541065

RESUMO

The infant, like the young un-cooperative or odontophobic patient, constitute the most complex type of patient to be treated and it is frequent in modern society. The treatment of these patients is necessary to resolve the infectious-antalgic urgency and subsequently to build the patient/doctor relationship for continuing general dental care. Conscious sedation is the only way to approach this type of patient. Where therapeutic success with traditional sedation techniques is not achieved, as frequently happens in these patients, sedation with ketamine is the extreme ratio for the purpose of effective resolution of the dental problem, obviously carried out within facilities authorized for these anesthesiological modalities such as private outpatient surgery structures where, when necessary, it is possible to carry out the treatments also under general anesthesia as well as with ketamine.


Assuntos
Anestesia Dentária/métodos , Odontologia/métodos , Ketamina/uso terapêutico , Anestesia Geral , Criança , Sedação Consciente , Humanos , Lactente
10.
Colorectal Dis ; 22(11): 1506-1517, 2020 11.
Artigo em Inglês | MEDLINE | ID: mdl-32333491

RESUMO

AIM: The debate about the oncological adequacy, safety and efficiency of robotic vs laparoscopic total mesorectal excision for rectal cancers continues. Therefore, an updated, traditional and cumulative meta-analysis was performed with the aim of assessing the new evidence on this topic. METHOD: A systematic search of the literature for data pertaining to the last 25 years was performed. Fixed- and random-effects models were used to cumulatively assess the accumulation of evidence over time. RESULTS: Patients with a significantly higher body mass index (BMI), tumours located approximately 1 cm further distally and more patients undergoing neoadjuvant therapy were included in the robotic total mesorectal excision (RTME) cohort compared with those in the laparoscopic total mesorectal excision (LTME) cohort [RTME, mean difference (MD) = 0.22 (0.07, 0.36), P = 0.005; LTME, MD = -0.97 (-1.57, 0.36), P < 0.002; OR = 1.47 (1.11, 1.93), P = 0.006]. Significantly lower conversion rates to open surgery were observed in the RTME cohort than in the LTME cohort [OR = 0.33 (0.24, 0.46), P < 0.001]. Operative time in the LTME cohort was significantly reduced (by 50 min) compared with the RTME cohort. Subgroup analysis of the three randomized controlled trials (RCTs) challenged all the significant results of the main analysis and demonstrated nonsignificant differences between the RTME cohort and LTME cohort. CONCLUSION: Although the RTME cohort included patients with a significantly higher BMI, more distal tumours and more patients undergoing neoadjuvant therapy, this cohort demonstrated lower conversion rates to open surgery when compared with the LTME cohort. However, subgroup analysis of the RCTs demonstrated nonsignificant differences between the two procedures.


Assuntos
Laparoscopia , Neoplasias Retais , Procedimentos Cirúrgicos Robóticos , Robótica , Humanos , Duração da Cirurgia , Neoplasias Retais/cirurgia , Resultado do Tratamento
11.
Colorectal Dis ; 22(6): 625-634, 2020 06.
Artigo em Inglês | MEDLINE | ID: mdl-32233064

RESUMO

AIM: The current COVID-19 pandemic is challenging healthcare systems at a global level. We provide a practical strategy to reorganize pathways of emergency and elective colorectal surgery during the COVID-19 pandemic. METHOD: The authors, all from areas affected by the COVID-19 emergency, brainstormed remotely to define the key-points to be discussed. Tasks were assigned, concerning specific aspects of colorectal surgery during the pandemic, including the administrative management of the crisis in Italy. The recommendations (based on experience and on the limited evidence available) were collated and summarized. RESULTS: Little is known about the transmission of COVID-19, but it has shown a rapid spread. It is prudent to stop non-cancer procedures and prioritize urgent cancer treatment. Endoscopy and proctological procedures should be performed highly selectively. When dealing with colorectal emergencies, a conservative approach is advised. Specific procedures should be followed when operating on COVID-19-patients, using dedicated personal protective equipment and adhering to specific rules. Some policies are described, including minimally-invasive surgery. These policies outline the strict regulation of entry/ exit into theatres and operating building as well as advice on performing procedures safely to reduce risk of spreading the virus. It is likely that a reorganization of health system is required, both at central and local levels. A description of the strategy adopted in Italy is provided. CONCLUSION: Evidence on the management of patients needing surgery for colorectal conditions during the COVID-19 pandemic is currently lacking. Lessons learnt from healthcare professionals that have managed high volumes of surgical patients during the pandemic could be useful to mitigate some risks and reduce exposure to other patients, public and healthcare staff.


Assuntos
Neoplasias Colorretais/cirurgia , Cirurgia Colorretal/organização & administração , Infecções por Coronavirus/prevenção & controle , Procedimentos Cirúrgicos do Sistema Digestório/métodos , Transmissão de Doença Infecciosa do Paciente para o Profissional/prevenção & controle , Pandemias/prevenção & controle , Equipamento de Proteção Individual , Pneumonia Viral/prevenção & controle , Assistência Ambulatorial , Betacoronavirus , COVID-19 , Colonoscopia , Infecções por Coronavirus/epidemiologia , Infecções por Coronavirus/transmissão , Humanos , Itália/epidemiologia , Procedimentos Cirúrgicos Minimamente Invasivos , Salas Cirúrgicas , Admissão e Escalonamento de Pessoal , Pneumonia Viral/epidemiologia , Pneumonia Viral/transmissão , Proctoscopia , Medição de Risco , SARS-CoV-2 , Telemedicina
12.
Tech Coloproctol ; 24(5): 397-419, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32124113

RESUMO

The Italian Society of Colorectal Surgery (SICCR) promoted the project reported here, which consists of a Position Statement of Italian colorectal surgeons to address the surgical aspects of ulcerative colitis management. Members of the society were invited to express their opinions on several items proposed by the writing committee, based on evidence available in the literature. The results are presented, focusing on relevant points. The present paper is not an alternative to available guidelines; rather, it offers a snapshot of the attitudes of SICCR surgeons about the surgical treatment of ulcerative colitis. The committee was able to identify some points of major disagreement and suggested strategies to improve the quality of available data and acceptance of guidelines.


Assuntos
Colite Ulcerativa , Colite , Cirurgia Colorretal , Doenças Inflamatórias Intestinais , Proctocolectomia Restauradora , Colite/cirurgia , Colite Ulcerativa/cirurgia , Humanos , Doenças Inflamatórias Intestinais/cirurgia , Itália
13.
Tech Coloproctol ; 24(5): 421-448, 2020 05.
Artigo em Inglês | MEDLINE | ID: mdl-32172396

RESUMO

The Italian Society of Colorectal Surgery (SICCR) promoted the project reported here, which consists of a position statement of Italian colorectal surgeons to address the surgical aspects of Crohn's disease management. Members of the society were invited to express their opinions on several items proposed by the writing committee, based on evidence available in the literature. The results are presented, focusing on relevant points. The present paper is not an alternative to available guidelines; rather, it offers a snapshot of the attitudes of SICCR surgeons about the surgical treatment of Crohn's disease. The committee was able to identify some points of major disagreement and suggested strategies to improve quality of available data and acceptance of guidelines.


Assuntos
Colite , Cirurgia Colorretal , Doença de Crohn , Doenças Inflamatórias Intestinais , Doença de Crohn/cirurgia , Humanos , Itália
15.
Tech Coloproctol ; 24(8): 905, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-32564235

RESUMO

The affiliation of the author Silvio Danese has been incorrectly published in the original publication. The complete correct affiliation should read as follows.

16.
Tech Coloproctol ; 24(2): 105-126, 2020 02.
Artigo em Inglês | MEDLINE | ID: mdl-31983044

RESUMO

The Italian Society of Colorectal Surgery (SICCR) promoted the project reported here, which consists of a Position Statement of Italian colorectal surgeons to address the surgical aspects of inflammatory bowel disease management. Members of the society were invited to express their opinions on several items proposed by the writing committee, based on evidence available in the literature. The results are presented, focusing on relevant points. The present paper is not an alternative to available guidelines; rather, it offers a snapshot of the attitudes of SICCR surgeons about the general principles of surgical treatment of inflammatory bowel disease. The committee was able to identify some points of major disagreement and suggested strategies to improve quality of available data and acceptance of guidelines.


Assuntos
Colite , Cirurgia Colorretal , Procedimentos Cirúrgicos do Sistema Digestório , Doenças Inflamatórias Intestinais , Humanos , Doenças Inflamatórias Intestinais/cirurgia , Itália
19.
Faraday Discuss ; 213(0): 453-469, 2019 02 18.
Artigo em Inglês | MEDLINE | ID: mdl-30361729

RESUMO

Resistive switching random-access memory (ReRAM) is a two-terminal device based on ion migration to induce resistance switching between a high resistance state (HRS) and a low resistance state (LRS). ReRAM is considered one of the most promising technologies for artificial synapses in brain-inspired neuromorphic computing systems. However, there is still a lack of general understanding about how to develop such a gestalt system to imitate and compete with the brain's functionality and efficiency. Spiking neural networks (SNNs) are well suited to describe the complex spatiotemporal processing inside the brain, where the energy efficiency of computation mostly relies on the spike carrying information about both space (which neuron fires) and time (when a neuron fires). This work addresses the methodology and implementation of a neuromorphic SNN system to compute the temporal information among neural spikes using ReRAM synapses capable of spike-timing dependent plasticity (STDP). The learning and recognition of spatiotemporal spike sequences are experimentally demonstrated. Our simulation study shows that it is possible to construct a multi-layer spatiotemporal computing network. Spatiotemporal computing also enables learning and detection of the trace of moving objects and mimicking of the hierarchy structure of the biological visual cortex adopting temporal-coding for fast recognition.


Assuntos
Redes Neurais de Computação , Algoritmos , Animais , Simulação por Computador , Humanos , Armazenamento e Recuperação da Informação , Aprendizagem , Rede Nervosa/fisiologia , Reconhecimento Automatizado de Padrão , Sinapses/fisiologia
20.
Colorectal Dis ; 21(7): 841-846, 2019 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-30943327

RESUMO

AIM: Transection of the distal rectum and subsequent anastomosis differ between the open, minimally invasive and transanal approaches. With the transanal technique, there is direct control of the transection level and the single-stapled anastomosis, thus overcoming two crucial limitations of rectal surgery. This study describes a technique for precise a transanal rectal transection with a single-stapled (TTSS) colorectal, coloanal or ileoanal anastomosis in 20 consecutive patients undergoing low rectal surgery. METHODS: After completing rectal dissection by the preferred technique (open or minimally invasive), TTSS was created. The detailed video describes this technique. RESULTS: TTSS was feasible in all patients: 13 underwent total mesorectal excision + TTSS for low rectal cancer and seven underwent ileoanal pouch + TTSS for benign disease. Complications included one Grade IIIa and three Grade I, according to the Clavien-Dindo classification (median follow-up 6 months). CONCLUSION: TTSS represents a technique which can be applied regardless of the preferred approach (open, minimally invasive or transanal) for low rectal dissection. The adoption of TTSS could well allow for a more consistent comparison of the outcomes following the differing approaches to rectal surgery.


Assuntos
Colo/cirurgia , Proctocolectomia Restauradora/métodos , Reto/cirurgia , Grampeamento Cirúrgico/métodos , Cirurgia Endoscópica Transanal/métodos , Adulto , Idoso , Idoso de 80 Anos ou mais , Terapia Combinada , Estudos de Viabilidade , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Estudo de Prova de Conceito , Resultado do Tratamento
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