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

Thought Leadership

An “R-Shiny” Tool for Estimating Transition Probabilities From Various Published Literature for Health Economic Models

Advancing Systematic Literature Reviews: The Integration of AI-Powered NLP Models in Data Collection Processes

Understanding How Baseline Risk Affects Treatment Outcomes in Clinical Trials: Exploring Key Factors

Methodological Approaches to Compare Treatment Options for Chronic Hepatitis D: An Early Network Meta-Analysis

Optimizing Regression Models for Patient-Level Utility Scores: A Case Study on Addressing Ceiling Effects in EQ-5D Data from the MYR301 Clinical Trial

Improving Long-Term Survival Assessment in Cost-Effectiveness Analyses: Examining Excess Hazard Methods and Cure Models in Non-Small Cell Lung Cancer Study

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

Leveraging Python Dash and R Shiny for Advanced Health Economic Model Development

Parametric Mixture Models: An Advanced Approach to Addressing Complex Hazards in Survival Analysis

An Open-Source "R-Package" and "R-Shiny" Application Designed to Integrate Single-Arm Observational Data and Bridge Gaps in Disconnected Evidence Networks

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

Advanced Kaplan-Meier Curve Analysis With Generative AI: Leveraging the Capabilities of GPT-4o

Enhancing Network Meta-Analysis Through Predictive Cross-Validation: Assessing Model Performance and Detecting Outliers

Decomposing Overall Mortality Into Latent Disease-Specific Health States Mortality to Inform Cost-Effectiveness Modeling

Transforming Query and Data Retrieval Systems With the Advanced Power of GPT-4o: Generative AI at the Forefront of Extracting Data

Validation of Clinical Response Rates Extrapolated With Dose-Response Estimation Methods in Chronic Hepatitis Delta

AI-Driven Virtual Assistance Interface for Excel-Based Economic Model

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

Bridging the Gap in Disconnected Networks in Network Meta-Analysis (NMA)

A Network Meta-Analysis of First-Line Systemic Therapies for Advanced Hepatocellular Carcinoma

Comparison of Cure Versus Standard Parametric Models Using Advanced Melanoma Data

Informal Caregiver Time and Associated Cost in Patients with Alzheimer’S Disease in the United States (US): A Systematic Literature Review

Comparative Study of Alternatives Non-Linear Dose-Response Regression Models

Efficacy and Safety of Exenatide for the Treatment of Parkinson’s Disease: A Systematic Literature Review

A Review of Approved Managed Entry Agreements in Sweden

Review of Survival Modeling Approaches Adopted in NICE Technology Appraisals (TAs) in Non-Small Cell Lung Cancer (NSCLC)

An Overview of “Multinma” Package: Multilevel Network Meta-Regression

Web Tool Development to Ease the Process of Performing the Meta-Analysis of Kaplan-Meier Curves Published in Various Studies

Cost-Offset Analysis of Aripiprazole Once-Monthly Long-Acting Injectable in Patients With First-Episode or Early-Phase Schizophrenia

Budget Impact of Aripiprazole Once Every 2 Months Long-Acting Injectable for Adult Patients with Schizophrenia in the USA

Budget Impact of Aripiprazole Once Every 2 Months Long-Acting Injectable for Adult Patients with Bipolar-I Disorder in the USA

Study of Time-Course Relationship Using Model-Based Network Meta-Analysis: A Linear Time-Course Model

Comparison of Statistical Models to Address Ceiling Effect in Utility Scores: A Simulation Study

Budget Impact of Aripiprazole 2-Month Ready-to-Use 960 mg Long-Acting Injectable for Adult Patients with Schizophrenia in the United States

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

Updated Cost-Effectiveness Analysis of Brexpiprazole for Adjunctive Treatment in Major Depressive Disorder in the United States

A Meta-Analysis of Efficacy and Safety of Vesicular Monoamine Transporter Type 2 Inhibitors for Treatment of Huntington Chorea

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

Extending the Network Meta-Analysis (NMA) Framework to Multilevel Network Meta-Regression (ML-NMR): A Worked Example of ML-NMR VS Standard NMA

Healthcare Costs Comparison of Nivolumab Versus Placebo As Adjuvant Treatment of Patients with Melanoma: A Propensity Score Matched Analysis

US Sars-COV-2 Geospatial Predictive Weather Mapping MODEL: Application of Machine Learned Bayesian Networks to Healthcare Decision Making

Incorporating Context in Observational Real-World DATA Using Targeted Learning

ESTIMATING THE BURDEN OF SALIVARY GLAND CANCER IN NORDIC COUNTRIES- A PREDICTIVE ANALYSIS USING TIME SERIES ANALYSIS METHODS

ESTIMATING THE BURDEN OF MALIGNANT HAEMATOPOIETIC CANCERS IN NORDIC COUNTRIES- A PREDICTIVE ANALYSIS USING TIME SERIES ANALYSIS METHODS

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