Survey of explainable AI techniques in healthcare

A Chaddad, J Peng, J Xu, A Bouridane - Sensors, 2023 - mdpi.com
Artificial intelligence (AI) with deep learning models has been widely applied in numerous
domains, including medical imaging and healthcare tasks. In the medical field, any judgment …

Explainable, domain-adaptive, and federated artificial intelligence in medicine

A Chaddad, Q Lu, J Li, Y Katib, R Kateb… - IEEE/CAA Journal of …, 2023 - ieeexplore.ieee.org
Artificial intelligence (AI) continues to transform data analysis in many domains. Progress in
each domain is driven by a growing body of annotated data, increased computational …

Artificial intelligence evaluation of COVID-19 restrictions and speech therapy effects on the autistic children's behavior

F Sabzevari, O Amelirad, Z Moradi, M Habibi - Scientific Reports, 2023 - nature.com
In the present study, we aimed to quantify the effects of COVID-19 restrictions and speech
treatment approaches during lockdowns on autistic children using CBCL and neuro-fuzzy …

Precision medicine in monogenic inflammatory bowel disease: proposed mIBD REPORT standards

HH Uhlig, C Booth, J Cho, M Dubinsky… - Nature Reviews …, 2023 - nature.com
Owing to advances in genomics that enable differentiation of molecular aetiologies, patients
with monogenic inflammatory bowel disease (mIBD) potentially have access to genotype …

[HTML][HTML] Artificial intelligence enables quantitative assessment of ulcerative colitis histology

F Najdawi, K Sucipto, P Mistry, S Hennek, CKB Jayson… - Modern Pathology, 2023 - Elsevier
Ulcerative colitis is a chronic inflammatory bowel disease that is characterized by a
relapsing and remitting course. Assessment of disease activity critically informs treatment …

Improving the computer-aided estimation of ulcerative colitis severity according to mayo endoscopic score by using regression-based deep learning

G Polat, HT Kani, I Ergenc… - Inflammatory Bowel …, 2023 - academic.oup.com
Background Assessment of endoscopic activity in ulcerative colitis (UC) is important for
treatment decisions and monitoring disease progress. However, substantial inter-and …

Artificial intelligence in inflammatory bowel disease endoscopy: advanced development and new horizons

Y Chang, Z Wang, HB Sun, YQ Li… - … research and practice, 2023 - Wiley Online Library
Inflammatory bowel disease (IBD) is a complex chronic immune disease with two subtypes:
Crohn's disease and ulcerative colitis. Considering the differences in pathogenesis, etiology …

[HTML][HTML] Comprehensive review of publicly available colonoscopic imaging databases for artificial intelligence research: availability, accessibility, and usability

BBSL Houwen, KJ Nass, JLA Vleugels… - Gastrointestinal …, 2023 - Elsevier
Background and Aims Publicly available databases containing colonoscopic imaging data
are valuable resources for artificial intelligence (AI) research. Currently, little is known …

New Technologies in Digestive Endoscopy for Ulcerative Colitis Patients

P Biamonte, F D'Amico, E Fasulo, R Barà, F Bernardi… - Biomedicines, 2023 - mdpi.com
Ulcerative colitis (UC) is a chronic inflammatory bowel disease primarily affecting the colon
and rectum. Endoscopy plays a crucial role in the diagnosis and management of UC. Recent …

Can artificial intelligence replace endoscopists when assessing mucosal healing in ulcerative colitis? A systematic review and diagnostic test accuracy meta-analysis

A Rimondi, K Gottlieb, EJ Despott, M Iacucci… - Digestive and Liver …, 2023 - Elsevier
Abstract Backgrounds and Aims Mucosal healing (MH) in inflammatory bowel diseases
(IBD) is an important landmark for clinical decision making. Artificial intelligence systems (AI) …