Vision Transformers in medical computer vision—A contemplative retrospection

A Parvaiz, MA Khalid, R Zafar, H Ameer, M Ali… - … Applications of Artificial …, 2023 - Elsevier
Abstract Vision Transformers (ViTs), with the magnificent potential to unravel the information
contained within images, have evolved as one of the most contemporary and dominant …

Machine learning and AI in cancer prognosis, prediction, and treatment selection: a critical approach

B Zhang, H Shi, H Wang - Journal of multidisciplinary healthcare, 2023 - Taylor & Francis
Cancer is a leading cause of morbidity and mortality worldwide. While progress has been
made in the diagnosis, prognosis, and treatment of cancer patients, individualized and data …

AI'S healing touch: examining machine learning's transformative effects on healthcare

A Husnain, S Rasool, A Saeed, AY Gill… - Journal of World …, 2023 - jws.rivierapublishing.id
In the realm of healthcare, artificial intelligence (AI) emerges as a transformative force,
reshaping established practices and offering unprecedented advancements. This …

Revolutionizing Healthcare: The Transformative Impact of Artificial Intelligence in Medicine

MU Qayyum, AMK Sherani, M Khan… - BIN: Bulletin Of …, 2023 - ojs.jurnalmahasiswa.com
This study offers a thorough analysis of the applications, difficulties, and potential
ramifications of artificial intelligence (AI) in healthcare. An introduction to AI in diagnostics is …

The role of deep learning in diagnosing colorectal cancer

D Bousis, GI Verras, K Bouchagier… - Gastroenterology …, 2023 - termedia.pl
Colon cancer is a major public health issue, affecting a growing number of individuals
worldwide. Proper and early diagnosis of colon cancer is the necessary first step toward …

[HTML][HTML] Applications of artificial intelligence in screening, diagnosis, treatment, and prognosis of colorectal cancer

H Qiu, S Ding, J Liu, L Wang, X Wang - Current Oncology, 2022 - mdpi.com
Colorectal cancer (CRC) is one of the most common cancers worldwide. Accurate early
detection and diagnosis, comprehensive assessment of treatment response, and precise …

Vision transformers in medical imaging: A review

EU Henry, O Emebob, CA Omonhinmin - arXiv preprint arXiv:2211.10043, 2022 - arxiv.org
Transformer, a model comprising attention-based encoder-decoder architecture, have
gained prevalence in the field of natural language processing (NLP) and recently influenced …

[HTML][HTML] A systematic review of deep learning based image segmentation to detect polyp

M Gupta, A Mishra - Artificial Intelligence Review, 2024 - Springer
Among the world's most common cancers, colorectal cancer is the third most severe form of
cancer. Early polyp detection reduces the risk of colorectal cancer, vital for effective …

[HTML][HTML] Role of artificial intelligence in risk prediction, prognostication, and therapy response assessment in colorectal cancer: current state and future directions

A Mansur, Z Saleem, T Elhakim, D Daye - Frontiers in Oncology, 2023 - frontiersin.org
Artificial Intelligence (AI) is a branch of computer science that utilizes optimization,
probabilistic and statistical approaches to analyze and make predictions based on a vast …

[HTML][HTML] Current status and emerging trends in colorectal cancer screening and diagnostics

SS Beniwal, P Lamo, A Kaushik, DL Lorenzo-Villegas… - Biosensors, 2023 - mdpi.com
Colorectal cancer (CRC) is a prevalent and potentially fatal disease categorized based on
its high incidences and mortality rates, which raised the need for effective diagnostic …