Medical diagnostic systems using artificial intelligence (ai) algorithms: Principles and perspectives

S Kaur, J Singla, L Nkenyereye, S Jha, D Prashar… - IEEE …, 2020 - ieeexplore.ieee.org
medical diagnosis, Section IV and Section V present diagnostic systems using machine
learning … VI, we present the review guidelines using the Prisma technique. Research findings, …

Explainability for artificial intelligence in healthcare: a multidisciplinary perspective

J Amann, A Blasimme, E Vayena, D Frey… - BMC medical informatics …, 2020 - Springer
… explainability for medical AI from the technological, legal, medical, and patient perspectives.
… , we then conducted an ethical assessment using the “Principles of Biomedical Ethics” by …

Artificial intelligence, machine learning, computer-aided diagnosis, and radiomics: advances in imaging towards to precision medicine

MK Santos, JR Ferreira, DT Wada, APM Tenório… - Radiologia …, 2019 - SciELO Brasil
… Tools that employ artificial intelligence, machine learning, and … tools, auxiliary diagnostic
systems have expanded greatly … , change the perspective that everyone in the health care field …

Ethical principles for the application of artificial intelligence (AI) in nuclear medicine

G Currie, KE Hawk, EM Rohren - European Journal of Nuclear Medicine …, 2020 - Springer
… A convolutional neural network (CNN) is a type of ANN used for deep learning that employs
a … Machine learning (ML) is a subtype of AI that employs ML algorithms through data analysis …

Beginnings of artificial intelligence in medicine (AIM): computational artifice assisting scientific inquiry and clinical art–with reflections on present aim challenges

CA Kulikowski - Yearbook of medical informatics, 2019 - thieme-connect.com
… the alternative of using machine learning methods for inferring … From a historical perspective,
it is somewhat premature to call … new principles and regulations to govern medical artificial

Artificial intelligence and pathology: from principles to practice and future applications in histomorphology and molecular profiling

A Stenzinger, M Alber, M Allgäuer, P Jurmeister… - Seminars in cancer …, 2022 - Elsevier
Using a non-explainable AI system, the human investigator … re-build highly-complex information
using limited training data to … From a technical point of view, only the emergence of deep …

Artificial intelligence and machine learning in clinical development: a translational perspective

P Shah, F Kendall, S Khozin, R Goosen, J Hu… - … digital medicine, 2019 - nature.com
using efficient artificial intelligence and machine-learning algorithms, and regulators embracing
this change through new collaborations. This perspective … and health care from academy…

FUTURE-AI: guiding principles and consensus recommendations for trustworthy artificial intelligence in medical imaging

K Lekadir, R Osuala, C Gallin, N Lazrak… - arXiv preprint arXiv …, 2021 - arxiv.org
… imaging setting from a combined quantitative and qualitative perspective. This entails the …
have begun to outperform radiologists at certain diagnostic tasks using medical images [106…

Artificial intelligence in medical sensors for clinical decisions

H Haick, N Tang - ACS nano, 2021 - ACS Publications
… In this Perspective, we offer a brief overview on the … be more usefully achieved by using
artificial intelligence (AI) tools … conceptual remote radar sensing diagnostic system setting. The …

Artificial intelligence and medicine

P Szolovits - Artificial intelligence in medicine, 2019 - taylorfrancis.com
… , at least in principle, we could perform diagnosis by fitting our … to the lack of proper perspective
on the problems involved in … on in this volume all employ AI techniques to represent and …