Accuracy of artificial intelligence on histology prediction and detection of colorectal polyps: a systematic review and meta-analysis

TKL Lui, CG Guo, WK Leung - Gastrointestinal endoscopy, 2020 - Elsevier
… We performed a meta-analysis of all published studies to determine the diagnostic
accuracy of artificial intelligence (AI) on histology prediction and detection of colorectal polyps. …

Artificial intelligence predicts immune and inflammatory gene signatures directly from hepatocellular carcinoma histology

Q Zeng, C Klein, S Caruso, P Maille, NG Laleh… - Journal of …, 2022 - Elsevier
… , using artificial intelligence (AI) on whole-slide digital histological … of artificial intelligence-based
pathology enabled us to predict the activation of these signatures directly from histology. …

Artificial intelligence for histology-based detection of microsatellite instability and prediction of response to immunotherapy in colorectal cancer

LA Hildebrand, CJ Pierce, M Dennis, M Paracha… - Cancers, 2021 - mdpi.com
… use of artificial intelligence for image analyses. We summarize recent efforts to use artificial
intelligence for the prediction of MSI and discuss the implications for predicting response to …

Artificial intelligence-based image analysis can predict outcome in high-grade serous carcinoma via histology alone

AR Laury, S Blom, T Ropponen, A Virtanen… - Scientific reports, 2021 - nature.com
… of evidence showing that artificial intelligence-based image … ) to evaluate the utility of
artificial intelligence-based image … in the tumor morphology by artificial intelligence, and can be …

The use of artificial intelligence, machine learning and deep learning in oncologic histopathology

AS Sultan, MA Elgharib, T Tavares… - Journal of Oral …, 2020 - Wiley Online Library
… Modern-day applications of machine learning algorithms include email spam filtering, …
books, traffic prediction for GPS navigation systems, and storm prediction models for the weather. …

Prediction of lymph node metastasis in early colorectal cancer based on histologic images by artificial intelligence

M Takamatsu, N Yamamoto, H Kawachi, K Nakano… - Scientific reports, 2022 - nature.com
… We present an LNM prediction model for T1 CRC with explanatory histologic images for
visualization of the basis of the predictive values. We combined CNN and RF to visualize the …

Feedback from artificial intelligence improved the learning of junior endoscopists on histology prediction of gastric lesions

TKL Lui, KKY Wong, LLY Mak, EWP To… - Endoscopy …, 2020 - thieme-connect.com
… in predicting histology of … prediction of histology of gastric lesions based on non-magnified
endoscopic images. The trained AI is better than junior endoscopists for histological prediction

[HTML][HTML] Artificial intelligence enabled histological prediction of remission or activity and clinical outcomes in ulcerative colitis

M Iacucci, TL Parigi, R Del Amor, P Meseguer… - Gastroenterology, 2023 - Elsevier
artificial intelligence (AI) computer-aided diagnosis system to evaluate UC biopsies and
predict prognosis. … Our validated artificial intelligence model accurately distinguishes remission/…

[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
… models, we were able to accurately predict Nancy histological index scores, with a weighted
… Nancy histological index scores. We were also able to predict histologic remission, based …

Artificial intelligence to identify genetic alterations in conventional histopathology

D Cifci, S Foersch, JN Kather - The Journal of Pathology, 2022 - Wiley Online Library
… distribution of the hospital submitting the histological dataset become an important confounder
within this research, where some genetic targets predicted using TCGA data of several …