Thought Leadership
2024 Publications
An “R-Shiny” Tool for Estimating Transition Probabilities From Various Published Literature for Health Economic Models
Conference: ISPOR 2024, Atlanta, GA, USA
Advancing Systematic Literature Reviews: The Integration of AI-Powered NLP Models in Data Collection Processes
Conference: ISPOR 2024, Atlanta, GA, USA
Understanding How Baseline Risk Affects Treatment Outcomes in Clinical Trials: Exploring Key Factors
Conference: ISPOR 2024, Atlanta, GA, USA
Methodological Approaches to Compare Treatment Options for Chronic Hepatitis D: An Early Network Meta-Analysis
Conference: ISPOR 2024, Atlanta, GA, USA
Optimizing Regression Models for Patient-Level Utility Scores: A Case Study on Addressing Ceiling Effects in EQ-5D Data from the MYR301 Clinical Trial
Conference: ISPOR 2024, Atlanta, GA, USA
Improving Long-Term Survival Assessment in Cost-Effectiveness Analyses: Examining Excess Hazard Methods and Cure Models in Non-Small Cell Lung Cancer Study
Conference: ISPOR 2024, Atlanta, GA, USA
An “R-Shiny” Interface Designed As a One-Stop Solution for All Kinds of Survival Analysis According to NICE Technical Support Documents 14 and 21
Conference: ISPOR Europe 2024, Barcelona, Spain
Leveraging Python Dash and R Shiny for Advanced Health Economic Model Development
Conference: ISPOR Europe 2024, Barcelona, Spain
Parametric Mixture Models: An Advanced Approach to Addressing Complex Hazards in Survival Analysis
Conference: ISPOR Europe 2024, Barcelona, Spain
An Open-Source “R-Package” and “R-Shiny” Application Designed to Integrate Single-Arm Observational Data and Bridge Gaps in Disconnected Evidence Networks
Conference: ISPOR Europe 2024, Barcelona, Spain
Advancing Systematic Literature Reviews: A Comparative Analysis of Large Language Models (Claude Sonnet 3.5, Gemini Flash 1.5, and GPT-4) in the Automation Era of Generative AI
Conference: ISPOR Europe 2024, Barcelona, Spain
Advanced Kaplan-Meier Curve Analysis With Generative AI: Leveraging the Capabilities of GPT-4o
Conference: ISPOR Europe 2024, Barcelona, Spain
Enhancing Network Meta-Analysis Through Predictive Cross-Validation: Assessing Model Performance and Detecting Outliers
Conference: ISPOR Europe 2024, Barcelona, Spain
Decomposing Overall Mortality Into Latent Disease-Specific Health States Mortality to Inform Cost-Effectiveness Modeling
Conference: ISPOR Europe 2024, Barcelona, Spain
Transforming Query and Data Retrieval Systems With the Advanced Power of GPT-4o: Generative AI at the Forefront of Extracting Data
Conference: ISPOR Europe 2024, Barcelona, Spain
Validation of Clinical Response Rates Extrapolated With Dose-Response Estimation Methods in Chronic Hepatitis Delta
Conference: ISPOR Europe 2024, Barcelona, Spain
AI-Driven Virtual Assistance Interface for Excel-Based Economic Model
Conference: ISPOR Europe 2024, Barcelona, Spain
Budget Impact of Aripiprazole Once Every Two Months Long-Acting Injectable for Adult Patients with Schizophrenia in the United States
Budget Impact of Aripiprazole Once Every Two Months Long-Acting Injectable for Adult Patients with BP1 disorder in the United States
Cost-offset analysis of aripiprazole once-monthly in patients with first-episode or early-phase schizophrenia
Cost-effectiveness of budesonide/glycopyrrolate/formoterol fumarate (BGF) versus fl uticasone furoate/umeclidinium/vilanterol (FF/UMEC/VI)to treat COPD based on mortality risk reduction from a matching-adjusted indirect treatment comparison Krishnali
Conference: American Thoracic Society International Conference, San Diego, CA, USA
2023 Publications
Bridging the Gap in Disconnected Networks in Network Meta-Analysis (NMA)
Conference: ISPOR 2023, Boston, MA, USA
A Network Meta-Analysis of First-Line Systemic Therapies for Advanced Hepatocellular Carcinoma
Conference: ISPOR 2023, Boston, MA, USA
Comparison of Cure Versus Standard Parametric Models Using Advanced Melanoma Data
Conference: ISPOR 2023, Boston, MA, USA
Informal Caregiver Time and Associated Cost in Patients with Alzheimer’S Disease in the United States (US): A Systematic Literature Review
Conference: ISPOR 2023, Boston, MA, USA
Comparative Study of Alternatives Non-Linear Dose-Response Regression Models
Conference: ISPOR 2023, Boston, MA, USA
Efficacy and Safety of Exenatide for the Treatment of Parkinson’s Disease: A Systematic Literature Review
Conference: ISPOR 2023, Boston, MA, USA
A Review of Approved Managed Entry Agreements in Sweden
Conference: ISPOR Europe 2023, Copenhagen, Denmark
Review of Survival Modeling Approaches Adopted in NICE Technology Appraisals (TAs) in Non-Small Cell Lung Cancer (NSCLC)
Conference: ISPOR Europe 2023, Copenhagen, Denmark
An Overview of “Multinma” Package: Multilevel Network Meta-Regression
Conference: ISPOR Europe 2023, Copenhagen, Denmark
Web Tool Development to Ease the Process of Performing the Meta-Analysis of Kaplan-Meier Curves Published in Various Studies
Conference: ISPOR Europe 2023, Copenhagen, Denmark
Cost-Offset Analysis of Aripiprazole Once-Monthly Long-Acting Injectable in Patients With First-Episode or Early-Phase Schizophrenia
Conference: Psych Congress 2023, Nashville, TN, US
Budget Impact of Aripiprazole Once Every 2 Months Long-Acting Injectable for Adult Patients with Schizophrenia in the USA
Conference: Psych Congress 2023, Nashville, TN, US
Budget Impact of Aripiprazole Once Every 2 Months Long-Acting Injectable for Adult Patients with Bipolar-I Disorder in the USA
Conference: Psych Congress 2023, Nashville, TN, US
2022 Publications
Study of Time-Course Relationship Using Model-Based Network Meta-Analysis: A Linear Time-Course Model
Conference: ISPOR Europe 2022, Vienna, Austria
Comparison of Statistical Models to Address Ceiling Effect in Utility Scores: A Simulation Study
Conference: ISPOR Europe 2022, Vienna, Austria
Budget Impact of Aripiprazole 2-Month Ready-to-Use 960 mg Long-Acting Injectable for Adult Patients with Schizophrenia in the United States
Conference: Psych Congress 2022, LA, US
Budget Impact of Aripiprazole 2-Month Ready-to-Use 960 mg Long-Acting Injectable for Adult Patients with Bipolar I Disorder in the United States
Conference: Psych Congress 2022, LA, US
Updated Cost-Effectiveness Analysis of Brexpiprazole for Adjunctive Treatment in Major Depressive Disorder in the United States
Conference: Psych Congress 2022, LA, US
2020 Publications
A Meta-Analysis of Efficacy and Safety of Vesicular Monoamine Transporter Type 2 Inhibitors for Treatment of Huntington Chorea
Conference: ISPOR Asia Pacific 2020
Bayesian Network Meta-Analyses of the Efficacy of LONG-Acting Release Somatostatin Analogs in Patients with Advanced Neuroendocrine Tumors: Application of Different Parametric and Fractional Polynomial Methods
Conference: ISPOR Asia Pacific 2020
Extending the Network Meta-Analysis (NMA) Framework to Multilevel Network Meta-Regression (ML-NMR): A Worked Example of ML-NMR VS Standard NMA
Conference: ISPOR Europe 2020, Milan, Italy
Healthcare Costs Comparison of Nivolumab Versus Placebo As Adjuvant Treatment of Patients with Melanoma: A Propensity Score Matched Analysis
Conference: ISPOR Europe 2020, Milan, Italy
US Sars-COV-2 Geospatial Predictive Weather Mapping MODEL: Application of Machine Learned Bayesian Networks to Healthcare Decision Making
Conference: ISPOR Europe 2020, Milan, Italy
Incorporating Context in Observational Real-World DATA Using Targeted Learning
Conference: ISPOR Europe 2020, Milan, Italy
2019 Publications
ESTIMATING THE BURDEN OF SALIVARY GLAND CANCER IN NORDIC COUNTRIES- A PREDICTIVE ANALYSIS USING TIME SERIES ANALYSIS METHODS
Conference: ISPOR Europe 2019, Copenhagen, Denmark
ESTIMATING THE BURDEN OF MALIGNANT HAEMATOPOIETIC CANCERS IN NORDIC COUNTRIES- A PREDICTIVE ANALYSIS USING TIME SERIES ANALYSIS METHODS
Conference: ISPOR Europe 2019, Copenhagen, Denmark