A framework for integrating artificial intelligence for clinical care with continuous therapeutic monitoring

E Chen, S Prakash, V Janapa Reddi, D Kim… - Nature Biomedical …, 2023 - nature.com
The complex relationships between continuously monitored health signals and therapeutic
regimens can be modelled via machine learning. However, the clinical implementation of …

[HTML][HTML] Machine Learning Operations (MLOps) in health care: A scoping review

A Rajagopal, S Ayanian, AJ Ryu, R Qian… - Mayo Clinic …, 2024 - Elsevier
The use of machine learning tools in healthcare is rapidly expanding. However, the
processes that support these tools in deployment, ie, machine-learning operations (MLOps) …

[HTML][HTML] AI in Context: Harnessing Domain Knowledge for Smarter Machine Learning

T Miller, I Durlik, A Łobodzińska, L Dorobczyński… - Applied Sciences, 2024 - mdpi.com
This article delves into the critical integration of domain knowledge into AI/ML systems
across various industries, highlighting its importance in developing ethically responsible …

Addressing ethical issues in healthcare artificial intelligence using a lifecycle-informed process

BX Collins, JC Bélisle-Pipon, BJ Evans… - JAMIA …, 2024 - academic.oup.com
Objectives Artificial intelligence (AI) proceeds through an iterative and evaluative process of
development, use, and refinement which may be characterized as a lifecycle. Within this …

Implementation frameworks for end-to-end clinical AI: derivation of the SALIENT framework

AH van der Vegt, IA Scott, K Dermawan… - Journal of the …, 2023 - academic.oup.com
Objective To derive a comprehensive implementation framework for clinical AI models within
hospitals informed by existing AI frameworks and integrated with reporting standards for …

Lessons for Approaching Implementation of AI Systems in Clinical Settings

A Owoyemi, E Okpara, M Okor, F Awais… - 2024 IEEE 12th …, 2024 - ieeexplore.ieee.org
This study underscores the complexities of implementing AI in clinical care, advocating for a
holistic approach that combines technical and sociotechnical elements. It stresses aligning …

ИСКУССТВЕННЫЕ ИНТЕЛЛЕКТУАЛЬНЫЕ СИСТЕМЫ В РАЗВИТИИ ВСПОМОГАТЕЛЬНЫХ РЕПРОДУКТИВНЫХ ТЕХНОЛОГИЙ

ОН БЕСПАЛОВА, ИЮ КОГАН… - РОССИЙСКИЙ …, 2024 - elibrary.ru
В условиях быстрого развития компьютерных технологий непрерывно расширяется
область применения систем искусственного интеллекта (ИИ). В течение последних …

Development of a Framework and Checklist to Guide the Translation of AI Systems for Clinical Care

A Owoyemi - 2024 - search.proquest.com
Artificial intelligence (AI) technologies have historically fallen short of their translational aims
because the technological perspective has dominated how the systems fit and function in …

[PDF][PDF] The Future of Software Development: Integrating AI and Machine Learning into the SDLC

NN Gadani - researchgate.net
The integration of AI and ML into the SDLC represents a groundbreaking advancement in
software engineering. This paper explores the transformative effects of AI-driven automation …