Automation and artificial intelligence in the clinical laboratory

C Naugler, DL Church - Critical reviews in clinical laboratory …, 2019 - Taylor & Francis
The daily operation of clinical laboratories will be drastically impacted by two disruptive
technologies: automation and artificial intelligence (the development and use of computer …

Rise of the machines: artificial intelligence and the clinical laboratory

S Haymond, C McCudden - The journal of applied laboratory …, 2021 - academic.oup.com
Background Artificial intelligence (AI) is rapidly being developed and implemented to
augment and automate decision-making across healthcare systems. Being an essential part …

Rise of the machines: the inevitable evolution of medicine and medical laboratories intertwining with artificial intelligence—A narrative review

J Cadamuro - Diagnostics, 2021 - mdpi.com
Laboratory medicine has evolved from a mainly manual profession, providing few selected
test results to a highly automated and standardized medical discipline, generating millions of …

[HTML][HTML] Machine learning in laboratory medicine: waiting for the flood?

F Cabitza, G Banfi - Clinical Chemistry and Laboratory Medicine …, 2018 - degruyter.com
This review focuses on machine learning and on how methods and models combining data
analytics and artificial intelligence have been applied to laboratory medicine so far. Although …

Cutting-edge technology and automation in the pathology laboratory

E Munari, A Scarpa, L Cima, M Pozzi, F Pagni, F Vasuri… - Virchows Archiv, 2024 - Springer
One of the goals of pathology is to standardize laboratory practices to increase the precision
and effectiveness of diagnostic testing, which will ultimately enhance patient care and …

Current state of laboratory automation in clinical microbiology laboratory

K Antonios, A Croxatto, K Culbreath - Clinical chemistry, 2022 - academic.oup.com
Background Although it has been 30 years since the first automation systems were
introduced in the microbiology laboratory, total laboratory automation (TLA) has only …

Artificial intelligence and mapping a new direction in laboratory medicine: a review

DS Herman, DD Rhoads, WL Schulz… - Clinical …, 2021 - academic.oup.com
Background Modern artificial intelligence (AI) and machine learning (ML) methods are now
capable of completing tasks with performance characteristics that are comparable to those of …

Disruptive innovations in the clinical laboratory: Catching the wave of precision diagnostics

Z Khatab, GM Yousef - Critical reviews in clinical laboratory …, 2021 - Taylor & Francis
Disruptive innovation is an invention that disrupts an existing market and creates a new one
by providing a different set of values, which ultimately overtakes the existing market …

[HTML][HTML] Integrating Artificial Intelligence for Clinical and Laboratory Diagnosis–a Review

TR Undru, U Utkarsha, JT Lakshmi, A Kaliappan… - Maedica, 2022 - ncbi.nlm.nih.gov
Introduction: The development of medical artificial intelligence (AI) is related to programs
intended to help clinicians formulate diagnoses, make therapeutic decisions and predict …

[HTML][HTML] Disruption vs. evolution in laboratory medicine. Current challenges and possible strategies, making laboratories and the laboratory specialist profession fit for …

J Cadamuro - Clinical Chemistry and Laboratory Medicine (CCLM), 2023 - degruyter.com
Since beginning of medical diagnostics, laboratory specialists have done an amazing job,
continuously improving quality, spectrum and speed of laboratory tests, currently …