[HTML][HTML] Preparation of image databases for artificial intelligence algorithm development in gastrointestinal endoscopy

CB Yang, SH Kim, YJ Lim - Clinical Endoscopy, 2022 - synapse.koreamed.org
… endoscopy and offered a practical guide for building a learning image dataset for algorithm
development. Keywords: Artificial intelligence, Deep learning, Gastrointestinal endoscopy …

Image mining: Trends and developments

W Hsu, ML Lee, J Zhang - Journal of intelligent information systems, 2002 - Springer
growth in very large and detailed image databases. These … mining, machine learning, database,
and artificial intelligence. … new discovery algorithms for mining patterns from image data, …

[HTML][HTML] Data preparation for artificial intelligence in medical imaging: A comprehensive guide to open-access platforms and tools

O Diaz, K Kushibar, R Osuala, A Linardos, L Garrucho… - Physica medica, 2021 - Elsevier
images prior to developing or applying AI algorithms. The main steps involved in a typical
medical image preparation pipeline include: (i) image … PET, etc) in central databases and their …

The state of artificial intelligence-based FDA-approved medical devices and algorithms: an online database

S Benjamens, P Dhunnoo, B Meskó - NPJ digital medicine, 2020 - nature.com
… This is followed by two algorithms focusing on brain image … ), and six algorithms to improve
image processing, with noise and … that this database can serve as a basis for the databases

Artificial intelligence applications for thoracic imaging

G Chassagnon, M Vakalopoulou, N Paragios… - European journal of …, 2020 - Elsevier
… It consists on training algorithm non-medical, everyday images on a large data set and …
randomly selected from the NELSON database. The lung CAD algorithm used in this study was …

Application and analysis of image recognition technology based on Artificial Intelligence--machine learning algorithm as an example

J Zhang, SL Li, XL Zhou - … on Computer Vision, Image and …, 2020 - ieeexplore.ieee.org
This paper is a summary of the author's research process in the developing and designing
the image recognition system based on artificial intelligence. ARTIFICIAL INTELLIGENCE

Research on data acquisition algorithms based on image processing and artificial intelligence

S Hu - … of Pattern Recognition and Artificial Intelligence, 2020 - World Scientific
algorithm based on improved BP neural network for ticket number identiŊcation, which is
based on the theory of image … the acquired image can be established and stored in database. …

[HTML][HTML] Leveraging artificial intelligence to improve the diversity of dermatological skin color pathology: protocol for an algorithm development and validation study

E Rezk, M Eltorki, W El-Dakhakhni - JMIR Research …, 2022 - researchprotocols.org
… expanding skin tone diversity in existing image databases to address the current gap in the
underrepresentation of darker skin tones. Once validated, the image bank will be a valuable …

The role of artificial intelligence in the integration of remotely sensed data with geographic information systems

DM McKeown - IEEE Transactions on Geoscience and Remote …, 1987 - ieeexplore.ieee.org
… as well as for linkage into the MAPS image database and segmentation files generated by
human … The hierarchical searching algorithm is basically an N-ary tree searching algorithm. …

Applications of artificial intelligence in cardiovascular imaging

M Sermesant, H Delingette, H Cochet, P Jaïs… - Nature Reviews …, 2021 - nature.com
… accessible image databases such as CAMUS, Kaggle, STACOM and UK Biobank … databases,
for which other forms of supervision of machine learning algorithms have been developed