Artificial intelligence and automation in endoscopy and surgery

F Chadebecq, LB Lovat, D Stoyanov - … Reviews Gastroenterology & …, 2023 - nature.com
Modern endoscopy relies on digital technology, from high-resolution imaging sensors and
displays to electronics connecting configurable illumination and actuation systems for …

[HTML][HTML] How does the model make predictions? A systematic literature review on the explainability power of machine learning in healthcare

J Allgaier, L Mulansky, RL Draelos, R Pryss - Artificial Intelligence in …, 2023 - Elsevier
Background Medical use cases for machine learning (ML) are growing exponentially. The
first hospitals are already using ML systems as decision support systems in their daily …

[HTML][HTML] Experimental evidence of effective human–AI collaboration in medical decision-making

C Reverberi, T Rigon, A Solari, C Hassan… - Scientific reports, 2022 - nature.com
Artificial Intelligence (ai) systems are precious support for decision-making, with many
applications also in the medical domain. The interaction between mds and ai enjoys a …

[HTML][HTML] Artificial intelligence in cancer care: From diagnosis to prevention and beyond

M Farrokhi, A Moeini, F Taheri, M Farrokhi, M Mostafavi… - Kindle, 2023 - preferpub.org
Artificial Intelligence (AI) has made significant strides in revolutionizing cancer care,
encompassing various aspects from diagnosis to prevention and beyond. With its ability to …

[HTML][HTML] AI-assisted Screening and Prevention Programs for Diseases

M Farrokhi, A Moeini, F Taheri, M Farrokhi… - Kindle, 2023 - preferpub.org
AI-assisted screening and prevention programs have the potential to revolutionize disease
management and improve public health outcomes. By harnessing the power of artificial …

[HTML][HTML] Irv2-net: A deep learning framework for enhanced polyp segmentation performance integrating inceptionresnetv2 and unet architecture with test time …

MF Ahamed, MK Syfullah, O Sarkar, MT Islam… - Sensors, 2023 - mdpi.com
Colorectal polyps in the colon or rectum are precancerous growths that can lead to a more
severe disease called colorectal cancer. Accurate segmentation of polyps using medical …

[HTML][HTML] Artificial Intelligence in Digestive Endoscopy—Where are we and where are we going?

RA Vulpoi, M Luca, A Ciobanu, A Olteanu, OB Barboi… - Diagnostics, 2022 - mdpi.com
Artificial intelligence, a computer-based concept that tries to mimic human thinking, is slowly
becoming part of the endoscopy lab. It has developed considerably since the first attempt at …

[HTML][HTML] A review of the technology, training, and assessment methods for the first real-time AI-enhanced medical device for endoscopy

A Cherubini, NN Dinh - Bioengineering, 2023 - mdpi.com
Artificial intelligence (AI) has the potential to assist in endoscopy and improve decision
making, particularly in situations where humans may make inconsistent judgments. The …

Computer-aided diagnosis in predicting the invasion depth of early colorectal cancer: A systematic review and meta-analysis of diagnostic test accuracy

J Bai, K Liu, L Gao, X Zhao, S Zhu, Y Han, Z Liu - Surgical Endoscopy, 2023 - Springer
Background Endoscopic resection (ER) is widely applied to treat early colorectal cancer
(CRC). Predicting the invasion depth of early CRC is critical in determining treatment …

[HTML][HTML] The Potential Use of Artificial Intelligence in Irritable Bowel Syndrome Management

RA Vulpoi, M Luca, A Ciobanu, A Olteanu, O Bărboi… - Diagnostics, 2023 - mdpi.com
Irritable bowel syndrome (IBS) has a global prevalence of around 4.1% and is associated
with a low quality of life and increased healthcare costs. Current guidelines recommend that …