Classification of breast tumors by using a novel approach based on deep learning methods and feature selection.

PURPOSE: Cancer is one of the most insidious diseases that the most important factor in overcoming the cancer is early diagnosis and detection. The histo-pathological images are used to determine whether the tissue is cancerous and the type of cancer. As the result of examination on tissue images by the expert personnel, the cancer type, and stage of the tissue can be determined. However, this situation can cause both time and energy loss as well as personnel-related inspection errors. By the increased usage of computer-based decision methods in the last decades, it would be more efficient and accurate to detect and classify the cancerous tissues with computer-aided systems. METHODS: As classical image processing methods were used for cancer-type detection in early studies, advanced deep learning methods based on recurrent neural networks and convolutional neural networks have been used more recently. In this paper, popular deep learning methods such as ResNet-50, GoogLeNet, InceptionV3, and MobilNetV2 are employed by implementing novel feature selection method in order to classify cancer type on a local binary class dataset and multi-class BACH dataset. RESULTS: The classification performance of the proposed feature selection implemented deep learning methods follows as for the local binary class dataset 98.89% and 92.17% for BACH dataset which is much better than most of the obtained results in literature. CONCLUSION: The obtained findings on both datasets indicates that the proposed methods can detect and classify the cancerous type of a tissue with high accuracy and efficiency.

IS BODY MASS INDEX AND OBESITY SURGERY MORTALITY SCORE IMPORTANT IN PERIOPERATIVE COMPLICATIONS OF LAPAROSCOPIC SLEEVE GASTRECTOMY BEFORE DISCHARGE?

BACKGROUND: Morbid obesity surgery and related complications have increased with time. AIM: To evaluate the relationship between perioperative complications before discharge and preoperative body mass index and obesity surgery mortality score in laparoscopic sleeve gastrectomy. METHOD: 1617 patients who met the inclusion criteria were evaluated retrospectively. The patients were examined in terms of demographic data, presence of comorbidities, whether there were complications or not, type of complications and obesity surgery mortality score. RESULTS: Complications were seen in 40 patients (2.5%) and mortality wasn't seen in the early postoperative period before discharge. The mean age of patients with complications was 36.3±10.02 years (19-57) and without complications 34.12±9.54 (15-64) years. The preoperative mean BMI values of patients with and without complications were 45.05±3.93 (40-57) kg/m2 and 44.8±3.49 (35-67) kg/m2 respectively. According to BMI groups 40-45 kg/m2, 45-50 kg/m2 and 50 and over, there was not any statistical significance seen in three groups in terms of complication positivity and major-minor complication rates. There was not any statistical significance seen between the patients with and without major-minor complications and obesity surgery mortality score. CONCLUSION: There was not any relation between perioperative laparoscopic sleeve gastrectomy complication rates before discharge and BMI and obesity surgery mortality scores.

A Diagnostic Dilemma for Acute Abdomen: Sclerosing Encapsulating Peritonitis (Abdominal Cocoon Syndrome); A Retrospective Cohort Study.

BACKGROUND: Sclerosing encapsulating peritonitis (SEP) is a rare cause of acute abdomen and can be easily misdiagnosed. Preoperative diagnosis of the SEP can be performed with preoperative imaging studies. We aimed to evaluate the clinical features of ileus cases who were diagnosed with primary or secondary SEP in the last five years. METHODS: This retrospective cohort study evaluated the patients who were admitted with ileus or acute abdomen symptoms to the Emergency Department of Elazig Training and Research Hospital and underwent surgery by the same surgical team of General Surgery Department between January 2014 and January 2019. Patients who were diagnosed with primary or secondary SEP were included. The demographic data, clinical presentation, whether the disease was primary or secondary, the treatment options performed and mortality rates were evaluated. RESULTS: SEP was observed in 11 of the patients. Ten patients underwent surgery (90.9%), and one patient (9.1%) was treated conservatively. Of the patients, six had secondary SEP (54.5%) and five had primary SEP (45.5%). In total, five patients were female (45.5%) and six were male (54.5%). The median age of the patients was 35 years (24-69). The median age of the patients with primary disease was 48 (29-69) years, while the median age of patients with secondary disease was 34.5 (24-64) years. One patient expired in the postoperative 8th hour. CONCLUSION: SEP should be considered in the case of recurrent abdominal pain attacks, especially in patients undergoing peritoneal dialysis, and it should be known that the mortality rate is high when misdiagnosed.

The effects of sponges soaked with chlorhexidine gluconate and metronidazole on safety of colonic anastomosis in an experimental model of peritonitis.

BACKGROUND: The present study aims to evaluate the use of the chlorhexidine gluconate and metronidazole impregnated compresses concerning anastomosis safety in the left colonic anastomosis in the presence of peritonitis. METHODS: This study was conducted on 21 Wistar-Albino-rats divided into three equal groups. After median laparotomy, the whole layer of the left colon was cut 2 cm over the pelvic peritoneum. The faeces were spread around the injury for fecal contamination. Then, fasia and skin were closed with 3/0 silk. After one day period, relaparatomy was performed. The abdomen was cleared isotonic sodium chloride with impregnated material before starting colonic anastomosis in the first group and then double layer colonic anastomosis was performed. In the second Group-II, abdomen was cleared with the metronidazole impregnated compresses then double layer colonic anastomosis was performed. In the group-III, abdomen was cleared with the chlorhexidine gluconate impregnated compresses then double layer colonic anastomosis was performed. Tissue hydroksiproline levels and anastomosis bursting pressures were measured and histopathologic findings on the anastomosis line were evaluated on the postoperative tenth day by performing relaparatomy. RESULTS: The highest anastomosis bursting pressure was found in Group-III (p<0.05). The highest tissue hydroksiproline level was found in Group-III (p<0.005 Group I-III, Group II-III). When histopathologic findings were evaluated by comparing the three groups in this study, the healing of the intestine tissue score was statistically insignificant between group-II and III, for both group-II and III, healing score was statistically significant higher than Group-I (p<0.05 Group I-III and Group I-II). CONCLUSION: Cleaning the abdomen before the anastomosis using antibacterial soaked material increased resection safety in the presence of peritonitis and anastomosis safety in primary anastomosis.

Effect of platelet-rich plasma on healing in laser pilonidoplasty for pilonidal sinus disease.

The aim of this study was to evaluate the effects of application of platelet-rich plasma in addition to laser pilonidoplasty for the treatment of pilonidal sinus. Twenty-five patients who were treated by laser pilonidoplasty for pilonidal sinus (group 1) and 25 patients who were treated by platelet-rich plasma in addition to laser pilonidoplasty (group 2) at this clinic were included in the study. Patients were classified according to the Irkorucu and Adana Numune's classification and treatment concept. Duration of stay of the patients in the hospital, time to start daily activities, duration of wound healing, recurrence, and complications were evaluated. Among the 50 patients included in the study, 41 (%82) were males and 9 (%18) were females. The mean age was 25.6 ± 2.4 years and 24.8 ± 3.8 years in groups 1 and 2, respectively. The locations of the pilonidal sinus were similar in the two groups. No statistically significant differences were found in the duration of hospital stay, duration of the procedure, time to return to work, and complication rates between the two groups. Nevertheless, duration of wound healing was 6.1 ± 2.3 and 4.1 ± 0.9 weeks in groups 1 and 2, respectively, and was shorter in group 2. Duration of wound healing was statistically significantly different in the two groups. We concluded in this study that application of platelet-rich plasma in addition to laser pilonidoplasty significantly shortens the time of wound healing.

Is body mass index and obesity surgery mortality score important in perioperative complications of laparoscopic sleeve gastrectomy before discharge? / Os índices de mortalidade, de massa corporal e da cirurgia da obesidade são importantes nas complicações perioperatórias de gastrectomia vertical laparoscópica antes da alta?

ABSTRACT Background: Morbid obesity surgery and related complications have increased with time. Aim: To evaluate the relationship between perioperative complications before discharge and preoperative body mass index and obesity surgery mortality score in laparoscopic sleeve gastrectomy. Method: 1617 patients who met the inclusion criteria were evaluated retrospectively. The patients were examined in terms of demographic data, presence of comorbidities, whether there were complications or not, type of complications and obesity surgery mortality score. Results: Complications were seen in 40 patients (2.5%) and mortality wasn't seen in the early postoperative period before discharge. The mean age of patients with complications was 36.3±10.02 years (19-57) and without complications 34.12±9.54 (15-64) years. The preoperative mean BMI values of patients with and without complications were 45.05±3.93 (40-57) kg/m2 and 44.8±3.49 (35-67) kg/m2 respectively. According to BMI groups 40-45 kg/m2, 45-50 kg/m2 and 50 and over, there was not any statistical significance seen in three groups in terms of complication positivity and major-minor complication rates. There was not any statistical significance seen between the patients with and without major-minor complications and obesity surgery mortality score. Conclusion: There was not any relation between perioperative laparoscopic sleeve gastrectomy complication rates before discharge and BMI and obesity surgery mortality scores.

RESUMO Racional: A cirurgia da obesidade mórbida e complicações relacionadas aumentaram com o tempo. Objetivo: Avaliar a relação entre as complicações perioperatórias antes da alta e o índice de massa corporal pré-operatório e o escore de mortalidade da cirurgia de obesidade na gastrectomia vertical laparoscópica. Método: 1.617 pacientes que atenderam aos critérios de inclusão foram avaliados retrospectivamente. Os pacientes foram examinados quanto aos dados demográficos, presença de comorbidades, ocorrência ou não de complicações, tipo de complicações e escore de mortalidade cirúrgico da obesidade. Resultados: Complicações foram observadas em 40 pacientes (2,5%) e mortalidade não foi observada no período pós-operatório imediato antes da alta. A média de idade dos pacientes com complicações foi de 36,3±10,02 anos (19-57) e sem complicações de 34,12±9,54 (15-64) anos. Os valores médios de IMC pré-operatórios dos pacientes com e sem complicações foram 45,05±3,93 (40-57) kg/m2 e 44,8±3,49 (35-67) kg/m2, respectivamente. De acordo com os grupos de IMC 40-45 kg/m2, 45-50 kg/m2 e 50 e mais, não houve qualquer significância estatística observada em três grupos em termos de positividade de complicações e taxas de complicações maiores-menores. Não houve significância estatística entre os pacientes com e sem complicações maiores e menores e o escore de mortalidade da cirurgia de obesidade. Conclusão: Não houve qualquer relação entre as taxas de complicações da gastrectomia vertical laparoscópica perioperatória antes da alta e os escores de mortalidade da cirurgia de obesidade e IMC.

Use of Silver Nitrate Application as Mini-Invasive Treatment of Pilonidal Sinus Disease.

OBJECTIVES: To investigate the cure rate and adverse effects of silver nitrate application for treatment of pilonidal sinus disease (PSD). Methods: Number of sinus pit orifices, and complications with silver nitrate application and debridement for sacrococcygeal PSD between January 2015 and July 2018 were analyzed in this retrospective study. Data were obtained from surgical, discharge, and outpatient follow-up records. Among 56 patients who were treated with silver nitrate stick, 11 patients with incomplete hospital records were excluded from the study. Demographic data including age, gender, length of follow-up, number of silver nitrate applications, number of involved sinuses and recurrence and complication rates were recorded. Results were expressed as frequencies, means, and range of values. The Mann Whitney U and chi square tests were used to evaluate significance. Results: Mean age was 24.3 +- 5.18 (range, 14 - 36) years, and recurrence occurred in 4 (8.9%) patients. Complications developed in 10 (22.2%) patients and included abscess, erythema, and necrosis in 5 (11.1%), 2 (4.4%), and 3 (6.6%) patients, respectively. The recurrence rate was significantly higher in patients who developed abscesses during the follow-up period (p = 0.001) than those who did not. There was no statistically significant correlation between the recurrence rate and number of sinuses or the number of silver nitrate applications. CONCLUSION: Low morbidity and high healing rates achieved with silver nitrate provide support for this application as a feasible and effective conservative outpatient treatment for PSD in certain patients.

Effect of splenic flexure mobilization performed via medial-to-lateral and superior-to-inferior approach on early clinical outcomes in elective laparoscopic resection of rectal cancer.

INTRODUCTION: Whether complete splenic flexure mobilization (SFM) is required remains a controversial issue and there are numerous approaches regarding the performance of this procedure. AIM: To investigate the effect of SFM performed with a medial-to-lateral and superior-to-inferior approach on early clinical outcomes in laparoscopic resection of rectal cancer. MATERIAL AND METHODS: The SFM procedure was initiated by the ligation of the inferior mesenteric vein followed by dissection extending from the upper border of the pancreas to the splenic hilum through the gastrocolic space. The mesocolon was dissected in a superior-to-inferior and medial-to-lateral fashion and the presacral space was entered by dividing the inferior mesenteric artery. The procedure was completed by dividing all the splenocolic, phrenicocolic, gastrocolic, and pancreaticomesocolic ligaments. RESULTS: A total of 43 patients were included in the study, comprising 26 (60.5%) men and 17 (39.5%) women with a mean age of 58.2 ±13.9 (range: 30-87) years. Of the 43 patients, 21 (48.8%) underwent neoadjuvant chemotherapy and a diversion stoma was performed in 37 (86%) patients. No adjacent organ injury occurred intraoperatively. Mean operative time was 271 ±50 min and mean blood loss was 144 ±83 ml. One (2.3%) patient might have developed anastomotic leakage secondary to bevacizumab therapy postoperatively and developed no anastomotic stenosis in the follow-up period. Mean length of hospital stay was 9.3 ±4.3 days and no mortality occurred in any patient. CONCLUSIONS: Splenic flexure mobilization performed via the superior-to-inferior and medial-to-lateral approach appears to be a safe and feasible procedure.

Enhanced recovery after surgery (ERAS) in one-anastomosis gastric bypass surgery: a matched-cohort study.

BACKGROUND: One-anastomosis gastric bypass (OAGB) is considered new from the bariatric standpoint. OBJECTIVES: To assess the effectiveness and safety of the enhanced recovery after surgery protocol compared with the conventional approach in perioperative care of OAGB patients. SETTING: Turkey. METHODS: The prospectively collected data of 92 patients managed with standard care (group 1) were compared with 216 patients managed by the enhanced recovery after surgery pathway (group 2). All patients underwent OAGB by the same surgeon. The groups were compared in terms of mean postoperative length of stay; costs for surgery and recovery; and rates of complications, emergency room visits, and readmissions. RESULTS: Length of stay was always 5 days in group 1 and had a mean of 1.2 ± 1.3 days in group 2 (P < .001). The mean total cost for surgery and recovery was 858.6 ± 33.1 USD in group 1 and 625.2 ± 289.1 USD in group 2 (P < .001). Specific complications (Clavien-Dindo IIIa) occurred in 1 patient (1.1%) in group 1 and in 3 patients (1.4 %) in group 2 (P = 1.000). Fifty-seven patients (61.9%) in group 1 and 45 (20.9%) in group 2 visited the emergency room within 1 month of being discharged (P < .001). Two patients (.9%) in group 2 needed hospital readmission; there was no need for rehospitalization in group 1 (P < .001). CONCLUSION: The enhanced recovery after surgery pathway significantly reduces length of stay and cost after OAGB, with no significant difference in terms of surgical outcomes. It also reduces postdischarge resource utilization.

Toxoplasma lymphadenitis mimicking malign axillary lymphadenopathy of a left breast mass.

Toxoplasmosis is an infection caused by the intracellular parasite, Toxoplasma gondii. Immunocompetent persons with primary infection are usually asymptomatic, but latent infection can persist for the life of the host. There is a risk of reactivating infection at a later time should the individual become immunocompromised, even if infection was asymptomatic or only mildly symptomatic initially. Axillary lymph nodes receive 85% of the lymphatic drainage from the breast. Lymph node metastases are relatively common even with invasive breast cancers ≤1 cm in size. Here, we report a case of toxoplasma lymphadenitis in a female adult patient mimicking a malign breast lymphadenopathy of a left breast mass.