Predicting the Length of Stay of Cardiac Patients Based on Pre-Operative Variables-Bayesian Models vs. Machine Learning Models.

Length of stay (LoS) prediction is deemed important for a medical institution's operational and logistical efficiency. Sound estimates of a patient's stay increase clinical preparedness and reduce aberrations. Various statistical methods and techniques are used to quantify and predict the LoS of a patient based on pre-operative clinical features.

PAKistan Study of prEmature coronary atHerosclerosis in young AdulTs (PAK-SEHAT): a prospective longitudinal study protocol investigating the prevalence, severity and determinants of atherosclerotic cardiovascular disease in the young adult Pakistani population.

Introduction: Atherosclerotic cardiovascular disease (ASCVD) is a major cause of morbidity, mortality and health expenditures worldwide. Despite having higher ASCVD in the Pakistani population, data on subclinical coronary atherosclerosis in young Pakistanis remain scarce. The PAKistan Study of prEmature coronary atHerosclerosis in young AdulTs (PAK-SEHAT) aims to assess the prevalence, severity and determinants of subclinical coronary atherosclerosis among Pakistani men (35-60 years) and women (35-65 years) free of clinically symptomatic ASCVD and will assess 5-year rates of ASCVD events.

Predictors of Non-Obstructive Coronary Artery Disease in Patients Undergoing Elective Coronary Angiography.

Background: Appropriate patient selection for coronary angiography (CAG) is essential to minimize the unnecessary risk of morbidities and exposure to radiation and iodinated contrast. This becomes even more relevant in low-to-middle-income settings where most health expenditures are out-of-pocket due to lack of medical insurance. We determined predictors of non-obstructive coronaries (NOC) in patients undergoing elective CAG.

Gender Differences in Clinical Outcomes After Percutaneous Coronary Intervention-Analysis of 15,106 Patients from the Cardiac Registry of Pakistan Database.

There is a scarcity of data on gender differences in outcomes during and after percutaneous coronary intervention (PCI) in the South Asian population. We assessed the gender differences in in-hospital mortality and complications in patients who underwent PCI. We conducted a cross-sectional study of 15,106 patients from the CROP (Cardiac Registry of Pakistan) CathPCI database.

Management and outcome of post-myocardial infarction ventricular septal rupture-A Low-Middle-Income Country Experience.

Background: Ventricular septal rupture (VSR) is a rare complication after acute myocardial infarction (AMI) especially in the reperfusion era but its associated mortality has remained high. This case series evaluated in-hospital and intermediate-term mortality in VSR patients. Additionally, we also analyzed risk factors, clinical presentation, intervention, and predictors of in-hospital mortality in VSR patients.

Outcomes and complications of percutaneous device closure in adults with secundum atrial septal defect.

Objective: To assess immediate outcome and complications of Amplatzer septal occluder percutaneous device for closure of secundum atrial septal defect in adults, and to determine regression in right ventricular size, reduced pulmonary arterial systolic pressure and incidence of device embolization at follow-up.

Methods: The single-cohort, ambi-directional, observational study was conducted at the Tabba Heart Institute, Karachi, from January 2013 to July 2018, and comprised patients admitted consecutively for percutaneous atrial septal defect closure. Pre-closure trans-oesophageal echocardiogram was performed in all cases to ensure adequacy of defect margins necessary for device stability.

Cases of acute coronary syndrome and presumed cardiac death prior to arrival at an urban tertiary care hospital in Pakistan during the COVID-19 pandemic.

Background: A reduction in overall acute coronary syndrome (ACS) cases, increases in the severity of ACS presentation, and increased rates of out-of-hospital cardiac arrest (OHCA) have been reported from multiple countries during the COVID-19 pandemic. The attributed factors include COVID-19 infection, fear of COVID-19 and resultant avoidance of health care facilities, and restrictions on mobility. Pakistan, a country with a high burden of cardiovascular disease (CVD) and challenges related to health care access, will be expected to demonstrate these same findings.

Randomized trial comparing radial hemostasis techniques; catechol conjugated chitosan pad (InnoSEAL) versus pneumatic compression band.

Objectives: Primary objectives: to compare radial artery occlusion rate (RAO) after cardiac catheterization between catecholamine-chitosan pad (InnoSEAL) and pneumatic compression device (PCD) and to compare difference in hemostasis time and radial monitoring termination time between two arms. Secondary objectives: to compare radial site bleeding and ease of use of two methods by cath-lab technicians.

Background: Hemostatic pads may be an effective alternative to PCD with lesser chance of access site complications with advantage of shortened compression time.

Combination of InnoSEAL plus TR band compared with TR band alone for radial artery outcomes in patients undergoing transradial coronary intervention (InnoSEAL-II): an open-label randomised controlled trial (protocol).

Introduction: About 2%-30% of cardiac catheterisation procedures get complicated by radial artery occlusion (RAO). Ensuring patent haemostasis appears to be an important factor in reducing RAO. Currently employed method is a radial compression device (RCD) such as transradial band (TRB) that take hours to achieve haemostasis and cause discomfort to the patients.

Major adverse cardiovascular events in patients undergoing percutaneous coronary intervention or coronary artery bypass graft with underlying chronic kidney disease.

Objective: To assess early and late outcome in severe chronic kidney disease patients undergoing revascularisation.

Methods: The retrospective ambi-directional cohort study was conducted at Tabba Heart Institute, Karachi, and comprised data from May, 2012, to July,2016, related to severe chronic kidney disease patients with creatinine clearance <30ml/min or end-stage renal disease on haemodialysis who had undergone coronary artery bypass graft / percutaneous coronary intervention. Early outcome was in-hospital major adverse cardiac event, like mortality, stroke and new haemodialysis.

Frequency, predictors and prognosis of worsening renal function in patients admitted with acute heart failure.

Objective: To calculate frequency of worsening renal failure (WRF) in patients with acute decompensated heart failure (ADHF), to evaluate predictors of WRF and to assess its effect on in-hospital and 12 month adverse outcomes.

Methods: A single center observational prospective study was conducted on consecutive patients admitted with ADHF from Sept 2016 - February 2017. Follow-up was done for 12 months post discharge.

Clinical characteristics and in-hospital outcome in percutaneous coronary interventions with ST elevation myocardial infarction patients developing acute kidney injury.

Objective: To find predictors, incidence and hospital mortality of acute kidney injury in ST elevation myocardial infarction patients undergoing percutaneous coronary interventions.

Methods: The retrospective cross-sectional study was conducted at Tabba Heart Institute Karachi, and comprised data from June 2013 to December 2017 of ST elevation myocardial infarction patients undergoing percutaneous coronary interventions during index admission. Acute kidney injury was defined as serum creatinine ≥0.

In-hospital management and intermediate term outcomes in stable patients with ST segment elevation myocardial infarction presenting between 12-48 hours of symptom onset versus 2-7 days after the onset of chest pain; a single center study.

Objective: To evaluate hospital management, revascularisation and intermediate-term major adverse cardiac events amongst ST elevation myocardial infarction patients and to compare them in early and late presentations. .

Methods: The retrospective study was conducted at Tabba Heart Institute, Karachi, and comprised data from July 2013 to December 2016.

Mortality and deciding factors for no revascularization in cardiogenic shock patients; a cross sectional study.

Objective: To assess the frequency of acute coronary syndrome patients with cardiogenic shock and not undergoing revascularisation, their in- hospital outcome and reasons underlying management decisions.

Methods: The retrospective cross-sectional study was conducted at Tabba Heart Institute, Karachi, and comprised data from July 2013 to December 2017 of acute coronary syndrome with hypotension and not having under gone revascularisation. Data was analyzed using Stata 12.

Management, hospital outcome and revascularization trends in non-ST elevation myocardial infarction with high GRACE risk score.

Objective: To assess clinical characteristics, management strategies and in-hospital outcome among high-risk patients of non-ST elevation myocardial infarction.

Methods: The retrospective cross-sectional study was conducted at Tabba Heart Institute, Karachi, and comprised data from July 2013 to December 2016 of adult non-ST elevation myocardial infarction patients who had first cardiac event having Global Registry of Acute Coronary Eventsrisk score>140. Subcategories were formed on the basis of score range 140-159, 160-189 and ?190.

Frequency and factors related to not receiving acute reperfusion therapy in patients with ST elevation myocardial infarction; a single specialty cardiac center.

Objective: To determine the frequency of no reperfusion therapy, its reasons, hospital management and intermediate-term outcome s of ST- elevation my ocardial in farction patients .

Methods: The retrospective ambi-directional observational study was conducted at Tabba Heart Institute, Karachi, and comprised record of ST-elevation myocardial infarction patients without immediate reperfusion therapy with symptom onset time of 12 hours who presented between January 2013 and December 2017. Prospective follow-up of all patients was performed till June 2018.

In-Hospital outcomes in acute coronary syndrome patients with concomitant severe chronic kidney disease undergoing percutaneous coronary intervention.

Objective: To determine in-hospital mortality and major adverse cardiac events (MACE) in acute coronary syndrome (AMI) patients with underlying severe chronic kidney disease (CKD) undergoing percutaneous coronary intervention (PCI).

Methods: We conducted a retrospective cohort study from June'2013-December'2017 at Tabba Heart Institute, Karachi. Data was drawn from institutes' database modeled after US National Cardiovascular data CathPCI registry.

Prevalence of non-acute ischaemic cardiomyopathy in a Pakistani cohort.

Unlabelled: Heart failure with reduced left ventricular ejection fraction (HFrEF) is a frequently encountered clinical scenario. Coronary angiography (CAG) is usually performed to assess obstructive epicardial coronary artery disease (CAD) and the resultant ischaemia as causes of HFrEF.

Objectives: To determine the frequency of obstructive CAD (OCAD) in patients with HFrEF and its independent predictors and outcomes.

Frequency and distribution of angiographically occluded coronary artery and in-hospital outcome of patients with Non ST elevation myocardial infarction.

Objective: To calculate the frequency and distribution of occluded coronary artery in patients with recent non-ST elevation myocardial infarction undergoing coronary angiography, and to compare major adverse cardiovascular events during hospitalisation with patients suffering from non-occluded coronary artery.

Methods: The cross-sectional analytical study was conducted at Tabba Heart Institute, Karachi, from July2013 to March 2014. Patients of both gender and all ages undergoing angiography with non-ST elevation myocardial infarction were included.