A user-friendly machine learning approach for cardiac structures assessment.

Background: Machine learning is increasingly being used to diagnose and treat various diseases, including cardiovascular diseases. Automatic image analysis can expedite tissue analysis and save time. However, using machine learning is limited among researchers due to the requirement of technical expertise. By offering extensible features through plugins and scripts, machine-learning platforms make these techniques more accessible to researchers with limited programming knowledge. The misuse of anabolic-androgenic steroids is prevalent, particularly among athletes and bodybuilders, and there is strong evidence of their detrimental effects on ventricular myocardial capillaries and muscle cells. However, most studies rely on qualitative data, which can lead to bias and limited reliability. We present a user-friendly approach using machine learning algorithms to measure the effects of exercise and anabolic-androgenic steroids on cardiac ventricular capillaries and myocytes in an experimental animal model. Method: Male Wistar rats were divided into four groups (n = 28): control, exercise-only, anabolic-androgenic steroid-alone, and exercise with anabolic-androgenic steroid. Histopathological analysis of heart tissue was conducted, with images processed and analyzed using the Trainable Weka Segmentation plugin in Fiji software. Machine learning classifiers were trained to segment capillary and myocyte nuclei structures, enabling quantitative morphological measurements. Results: Exercise significantly increased capillary density compared to other groups. However, in the exercise + anabolic-androgenic steroid group, steroid use counteracted this effect. Anabolic-androgenic steroid alone did not significantly impact capillary density compared to the control group. Additionally, the exercise group had a significantly shorter intercapillary distance than all other groups. Again, using steroids in the exercise + anabolic-androgenic steroid group diminished this positive effect. Conclusion: Despite limited programming skills, researchers can use artificial intelligence techniques to investigate the adverse effects of anabolic steroids on the heart's vascular network and muscle cells. By employing accessible tools like machine learning algorithms and image processing software, histopathological images of capillary and myocyte structures in heart tissues can be analyzed.

Comparison between Vacuum-Assisted Closure Technique and Conventional Approach in Patients with Mediastinitis After Isolated Coronary Artery Bypass Graft Surgery.

INTRODUCTION: Median sternotomy is the most preferred approach in heart surgery. Post-sternotomy mediastinitis is a catastrophic and potentially life-threatening complication with an incidence rate of 0.15% to 5%, and its overall mortality rate reaches 47%. In this study, we aimed to compare the results of vacuum-assisted closure technique and the conventional methods on the management of mediastinitis following isolated coronary artery bypass graft surgery. METHODS: Between February 2001 and July 2013, 32,106 patients who underwent cardiac operations were evaluated retrospectively. One hundred and fourteen patients who developed post-sternotomy mediastinitis were included in this study. The patients were divided into two groups and compared - vacuum-assisted closure group (n=52, 45.6%) and conventional treatment group (n=62, 54.4%). RESULTS: There were no differences between the two groups according to the patients' characteristics, surgical data, and mediastinal cultures. However, we found that total treatment duration for post-sternotomy mediastinitis, time interval from diagnosis to negative culture, hospitalization time, and in-hospital mortality were statistically significantly lower in the vacuum-assisted closure group than in the conventional treatment group (P<0.001, P<0.001, P<0.001, and P=0.03, respectively). CONCLUSION: This study demonstrates that the vacuum-assisted closure technique improves the medical outcome of patients with post-sternotomy mediastinitis compared with the conventional treatment. The vacuum-assisted closure is a safe and more effective treatment modality for patients with post-sternotomy mediastinitis after cardiac surgery with reasonable morbidity and mortality.

Comparison between Vacuum-Assisted Closure Technique and Conventional Approach in Patients with Mediastinitis After Isolated Coronary Artery Bypass Graft Surgery

ABSTRACT Introduction: Median sternotomy is the most preferred approach in heart surgery. Post-sternotomy mediastinitis is a catastrophic and potentially life-threatening complication with an incidence rate of 0.15% to 5%, and its overall mortality rate reaches 47%. In this study, we aimed to compare the results of vacuum-assisted closure technique and the conventional methods on the management of mediastinitis following isolated coronary artery bypass graft surgery. Methods: Between February 2001 and July 2013, 32,106 patients who underwent cardiac operations were evaluated retrospectively. One hundred and fourteen patients who developed post-sternotomy mediastinitis were included in this study. The patients were divided into two groups and compared - vacuum-assisted closure group (n=52, 45.6%) and conventional treatment group (n=62, 54.4%). Results: There were no differences between the two groups according to the patients' characteristics, surgical data, and mediastinal cultures. However, we found that total treatment duration for post-sternotomy mediastinitis, time interval from diagnosis to negative culture, hospitalization time, and in-hospital mortality were statistically significantly lower in the vacuum-assisted closure group than in the conventional treatment group (P<0.001, P<0.001, P<0.001, and P=0.03, respectively). Conclusion: This study demonstrates that the vacuum-assisted closure technique improves the medical outcome of patients with post-sternotomy mediastinitis compared with the conventional treatment. The vacuum-assisted closure is a safe and more effective treatment modality for patients with post-sternotomy mediastinitis after cardiac surgery with reasonable morbidity and mortality.

The Advantages of Using Intraoperative Indocyanine Green Fluorescence Angiography for Upper Extremity Arteriovenous Malformation: A Case Report.

Vascular anomaly is a general term that includes all vascular malformations, vascular tumors, and other congenital vascular defects. Vascular malformation is the most common term, and it describes blood vessels that are abnormally formed at birth. Vascular malformations can develop in any part of the body. The most common location is in the lower extremities. Vascular malformations involve arteries, veins, or lymphatic vessels, or a combination of these. Our patient was a 22-year-old man with an arteriovenous malformation in his left forearm. He was admitted due to increased pain and swelling on his left forearm over the previous 9 months. He had 1 arterial feeder derived from the ulnar artery and 2 venous drainage systems at the magnetic resonance angiography. We used indocyanine green fluorescence angiography to assess the arteriovenous malformation during surgery. We found that it was a very useful and unique technique for assessing the anomalies of the vascular anatomy and eradicating the nidus of the arteriovenous malformation. It could prove to be very helpful in avoiding significant blood loss during surgery.

Pulmonary thromboendarterectomy in a combined thrombophilia patient.

Chronic thromboembolic pulmonary hypertension (CTEPH) is a potentially correctable cause of secondary pulmonary hypertension. Surgical treatment remains the primary treatment for patients with CTEPH. Pulmonary thromboendarterectomy (PEA) with deep hypothermic circulatory arrest is the standard and recommended surgical technique for the treatment of these patients. The prevalence of CTEPH after an acute pulmonary thromboembolism (PTE) has been found in various studies to be between 0.6 and 8.8%. Mortality rates in elective PEA cases with CTEPH are reported to be between 1.9 and 4.5%. We report on a 50-year-old female patient with combined inherited thrombophilia, including protein C and protein S deficiencies, who was diagnosed with CTEPH and was successfully treated with pulmonary thromboendarterectomy.

Emergent surgical treatment of lethal valve dysfunction during pregnancy in a last-trimester patient.

A mechanical heart valve thrombosis during pregnancy is one of the most lethal conditions to experience due to its detrimental effects on both mother and fetus. Cardiac surgery during pregnancy is reserved for cases where medical treatment fails due to harmful maternal and fetal effects. A 24-year-old female in the 38th week of pregnancy was admitted to the emergency room with aggravated dyspnea, tachypnea, and palpitations. She had 2 previous cardiac operations in her medical history. A stuck mechanical valve was diagnosed in the mitral position via transthoracic echocardiography, which had resulted from her decision to cease taking warfarin when planning to become pregnant. In pregnant patients who have prosthetic mechanical valve thrombosis, surgical approach should be considered depending on the conditions of the mother and the baby. When emergency delivery of the baby is feasible, emergent surgical treatment should be utilized for patients who are in critical condition.

A rare giant pericardial cyst mimicking a paracardiac mass.

Pericardial cysts are rare benign lesions of the thoracic cavity and are mostly congenital anomalies. They are induced by an incomplete coalescence of foetal lacunae during the development of the pericardium. Pericardial cysts are usually unilocular, well marginated spherical or teardrop shaped and may be attached to the pericardium directly or by a pedicle. Of all pericardial cysts, 70 to 75% are located at the right cardiophrenic angle. We report a case that was incidentally diagnosed with only chest magnetic resonance imaging because of a paracardiac mass. In order to prevent complications, the giant pericardial cyst was excised outside of the pericardium with median sternotomy.

Diagnostic accuracy and effective radiation dose of high pitch dual source multidetector computed tomography in evaluation of coronary artery bypass graft patency.

OBJECTIVE: The aim of the study was to evaluate the diagnostic accuracy and effective radiation dose (ERD) of high pitch dual source multidetector computed tomography (MDCT) for coronary artery bypass graft (CABG) patency. MATERIALS AND METHODS: Fourty-five patients who underwent 128 × 2­slice MDCT angiography with a prospective electrocardiogram-triggering, low-dose, high pitch, dual source, flash spiral acquisition mode after CABG surgery were included in the study. The interobserver agreement of the image quality was evaluated with Cohen κ value. The image quality was compared to the heart rates (HRs) using Mann-Whitney U test and to the graft segments using χ(2) test. The findings for the CABG patency on MDCT were compared to those determined on catheter coronary angiography. Dose-length product (DLP) and ERD were compared to the gender, HRs, and body mass index (BMI) of the patients using Kruskall Wallis and Mann-Whitney U tests. RESULTS: A total of 110 grafts and 330 vessel segments were evaluated with a good interobserver agreement (κ = 0.80). The image quality was better in proximal and middle graft segments (p < 0.05), as well as in the patients with low HRs (p < 0.05). High pitch MDCT had the following sensitivity, specificity, positive predictive value, negative predictive value, and diagnostic accuracy for evaluation of graft patency: 92.8, 99.3, 92.8, 99.3 and 98.8 %, respectively. ERD was correlated to the HRs and BMI. CONCLUSIONS: High pitch 128 × 2­slice dual source CT angiography is a noninvasive imaging modality, and it can be safely and effectively used in evaluation of CABG patency with lower radiation dose.

Spontaneous coronary artery dissections: three case reports and review of literature.

Primary spontaneous coronary artery dissection is one of the rare causes of acute myocardial infarction and is mostly fatal. Previous studies report that it is mostly seen in middle-aged women in the last trimester of pregnancy and early postpartum period. Clinical presentation of the disease is variable in pattern, and its severity is related to extent and development rate of dissection. Herein we present three cases of primary spontaneous left main coronary artery dissection. Two of the patients are men and the third patient is a non-pregnant 69-year-old woman. The cases were presented and discussed with review of the pertinent literature.

Effects of posterior pericardiotomy on the incidence of pericardial effusion and atrial fibrillation after coronary revascularization.

BACKGROUND: The aim of this prospective, randomized study was to assess the efficacy of posterior pericardiotomy in decreasing the prevalence of pericardial effusion and postoperative atrial fibrillation (AF). MATERIAL/METHODS: The study was performed in 100 patients who underwent elective coronary artery bypass grafting surgery (CABG) between October 2003 and July 2005. They were randomized to receive posterior pericardiotomy (Group A) or no posterior pericardiotomy (Group B). A 4-cm longitudinal incision was made parallel and posterior to the left phrenic nerve, extending from the left inferior pulmonary vein to the diaphragm in group A patients. Posterior pericardiotomy was not performed in group B patients. RESULTS: Early pericardial effusion developed in 6 patients (12%) of group A and 21 patients (42%) of group B; no late pericardial effusion developed in group A, but did in 3 patients (6%) of group B. The number of patients who developed postoperative AF was significantly lower in the fenestration group compared with the control group (10% vs. 30%, p < 0.010). The overall incidence of supraventricular tachycardia in patients with early pericardial effusion was significantly higher than in patients without early pericardial effusion (18 patients vs. 9 patients). CONCLUSIONS: These findings suggest that posterior pericardiotomy reduces the prevalence of early pericardial effusion and related AF by improving pericardial drainage in patients undergoing coronary artery bypass surgery.

Combined approach to a peripheral congenital arteriovenous malformation: surgery and embolization.

A 28-year-old woman with a complex peripheral congenital arteriovenous malformation in the left shoulder and left upper arm was treated by a combination of surgery and embolization. In the consecutive four operations, the major feeding arteries of the arteriovenous malformation were ligated, but as her complaints increased, transcatheter embolization was planned for releaving the symptoms in the first aspect. A total of eight embolization sessions were performed with Onyx during the 3-year period. The arteriovenous communications were occluded by embolization, with approximately more than an 80% decrease in the lesion size angiographically. After these interventions, the patient's symptoms improved clinically and dyspnea was lessened. Peripheral congenital arteriovenous malformation is a rare and therapeutically challenging condition in which a combination of surgery and embolization would be necessary to obtain a good result.