AIMC Topic: Reimbursement Mechanisms
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Artificial intelligence in key pricing, reimbursement, and market access (PRMA) processes: better, faster, cheaper-can you really pick two?
Journal of medical economics
Apr 17, 2025
The rapid evolution of large language models (LLMs) and machine learning (ML) presents both significant opportunities and challenges for market access processes. These sophisticated AI systems, built on transformer architectures and extensive dataset...
Machine learning-based models for prediction of innovative medicine reimbursement decisions in Scotland.
Journal of epidemiology and population health
Jan 17, 2025
OBJECTIVE: This study aimed to investigate the critical factors for reimbursement decisions of innovative medicines in Scotland and to explore the feasibility of machine learning models for predicting decisions.
Reimbursement and Regulatory Landscape for Artificial Intelligence in Medical Technology.
Gastrointestinal endoscopy clinics of North America
Jan 16, 2025
Integration of artificial intelligence (AI) into medical devices and services promises significant improvements in the diagnosis and treatment of disease. This article reviews current payment pathways for AI medical technology and the regulatory issu...
R WE ready for reimbursement? A round up of developments in real-world evidence relating to health technology assessment: part 17.
Journal of comparative effectiveness research
Nov 27, 2024
In this update, we discuss a position statement from the National Institute of Health and Care Excellence (NICE) on the use of artificial intelligence for evidence generation and publications reviewing the use of real-world data as external control a...
Economic Challenges of Artificial Intelligence Adoption for Diabetic Retinopathy.
Ophthalmology
Jul 25, 2020
Using Behavioral Analytics to Predict Customer Invoice Payment.
Big data
Jan 23, 2020
Experiences from various industries show that companies may have problems collecting customer invoice payments. Studies report that almost half of the small- and medium-sized enterprise and business-to-business invoices in the United States and Unite...
Artificial Intelligence: Who Pays and How?
Journal of the American College of Radiology : JACR
Jul 19, 2018
Artificial Intelligence: Threat or Boon to Radiologists?
Journal of the American College of Radiology : JACR
Aug 19, 2017
The development and integration of machine learning/artificial intelligence into routine clinical practice will significantly alter the current practice of radiology. Changes in reimbursement and practice patterns will also continue to affect radiolo...
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