- Cardiac Valve Diseases and Treatments
- Cardiac Arrhythmias and Treatments
- Cardiac Imaging and Diagnostics
- Cardiac Structural Anomalies and Repair
- Cardiovascular Function and Risk Factors
- Infective Endocarditis Diagnosis and Management
- Cardiac pacing and defibrillation studies
- Acute Myocardial Infarction Research
- Lipoproteins and Cardiovascular Health
- Congenital Heart Disease Studies
- Atrial Fibrillation Management and Outcomes
- Coronary Artery Anomalies
- Coronary Interventions and Diagnostics
- Cardiac, Anesthesia and Surgical Outcomes
- Heart Failure Treatment and Management
- Renal and Vascular Pathologies
- Vascular Procedures and Complications
- Pulmonary Hypertension Research and Treatments
- Diabetes, Cardiovascular Risks, and Lipoproteins
- Cardiovascular Disease and Adiposity
- Venous Thromboembolism Diagnosis and Management
- Cardiac tumors and thrombi
- Vascular anomalies and interventions
- Aortic Disease and Treatment Approaches
- Cardiovascular Health and Disease Prevention
Birla Institute of Technology and Science, Pilani - Goa Campus
2020-2025
Sanjay Gandhi Post Graduate Institute of Medical Sciences
2015-2024
Kolkata Municipal Corporation
2024
Indian Institute of Technology Roorkee
2024
Tata Consultancy Services (India)
2023
Emcure Pharmaceuticals (India)
2023
Guru Gobind Singh Indraprastha University
2022
L V Prasad Eye Institute
2016-2021
Dr. B. R. Ambedkar National Institute of Technology Jalandhar
2021
Carnegie Mellon University
2021
The accuracy of various 10-year cardiovascular disease (CVD) risk calculators in Indians may not be the same as other populations. Present study was conducted to compare for CVD assessment and statin eligibility according different guidelines.Consecutive 1110 patients who presented after their first myocardial infarction were included. Their calculated using Framingham Risk score- Coronary heart (FRS-CHD), Score- Cardiovascular Disease (FRS-CVD), QRISK2, Joint British Society calculator 3...
Patients evaluated for chest pain with angiographically normal coronary arteries are usually labelled syndrome X. A portion of these patients may not have a cardiac cause their symptoms. The authors aimed to study subset within this group who showed the phenom enon slow flow (SCF) as evidenced by antegrade progression dye on arteriogram see if could be used marker myocardial ischemia. This observational included 207 being suspected artery disease and found angiograms. SCF was seen in 49...
Universal coverage of vaccines alone cannot be relied upon to protect at-risk populations in lower- and middle-income countries against the impact coronavirus disease 2019 (COVID-19) pandemic newer variants. Live vaccines, including Bacillus Calmette–Guérin (BCG), are being studied for their effectiveness reducing incidence severity COVID-19 infection. In this multi-centre quadruple-blind, parallel assignment randomised control trial, 495 high-risk group adults (aged 18–60 years) were into...
In cooperative multi-agent reinforcement learning (MARL), effective policies is challenging when global rewards are sparse and delayed. This difficulty arises from the need to assign credit across both agents time steps, a problem that existing methods often fail address in episodic, long-horizon tasks. We propose Temporal-Agent Reward Redistribution $TAR^2$, novel approach decomposes into agent-specific, time-step-specific components, thereby providing more frequent accurate feedback for...
Multi-agent reinforcement learning (MARL) often relies on \emph{parameter sharing (PS)} to scale efficiently. However, purely shared policies can stifle each agent's unique specialization, reducing overall performance in heterogeneous environments. We propose \textbf{Low-Rank Agent-Specific Adaptation (LoRASA)}, a novel approach that treats policy as specialized ``task'' fine-tuned from backbone. Drawing inspiration parameter-efficient transfer methods, LoRASA appends small, low-rank...
Differentiation and Combination theories make different predictions about the order in which information is processed during categorization. theory posits that holistic processing of a stimulus occurs before individual features are processed. According to theory, overall similarity-based categorization faster less effortful compared unidimensional In contrast, first regarding these must be combined multidimensional more takes time this study, we trained participants learn artificial...
With the increasing prevalence of coronary artery disease, percutaneous procedures have become even more important. Our study has compared transradial to transfemoral approach for in Indian population.Comparison and procedures.26,238 patients, who underwent procedures, were divided into two groups depending upon various demographic clinical characteristics, risk factors profile, vascular access procedural details.26,238 patients at our center. 81% male 19% female. 55.65% 44.35% done through...