Breast cancer detection using artificial intelligence techniques: A systematic literature review

AB Nassif, MA Talib, Q Nasir, Y Afadar… - Artificial intelligence in …, 2022 - Elsevier
Cancer is one of the most dangerous diseases to humans, and yet no permanent cure has
been developed for it. Breast cancer is one of the most common cancer types. According to …

Artificial intelligence-based multi-omics analysis fuels cancer precision medicine

X He, X Liu, F Zuo, H Shi, J Jing - Seminars in Cancer Biology, 2023 - Elsevier
With biotechnological advancements, innovative omics technologies are constantly
emerging that have enabled researchers to access multi-layer information from the genome …

The application of deep learning in cancer prognosis prediction

W Zhu, L Xie, J Han, X Guo - Cancers, 2020 - mdpi.com
Deep learning has been applied to many areas in health care, including imaging diagnosis,
digital pathology, prediction of hospital admission, drug design, classification of cancer and …

Artificial intelligence in oncology

H Shimizu, KI Nakayama - Cancer science, 2020 - Wiley Online Library
Artificial intelligence (AI) has contributed substantially to the resolution of a variety of
biomedical problems, including cancer, over the past decade. Deep learning, a subfield of AI …

Deep learning based methods for breast cancer diagnosis: a systematic review and future direction

M Nasser, UK Yusof - Diagnostics, 2023 - mdpi.com
Breast cancer is one of the precarious conditions that affect women, and a substantive cure
has not yet been discovered for it. With the advent of Artificial intelligence (AI), recently, deep …

Deep learning in cancer diagnosis and prognosis prediction: a minireview on challenges, recent trends, and future directions

AB Tufail, YK Ma, MKA Kaabar… - … Methods in Medicine, 2021 - Wiley Online Library
Deep learning (DL) is a branch of machine learning and artificial intelligence that has been
applied to many areas in different domains such as health care and drug design. Cancer …

Recent advancements in artificial intelligence for breast cancer: Image augmentation, segmentation, diagnosis, and prognosis approaches

J Zhang, J Wu, XS Zhou, F Shi, D Shen - Seminars in Cancer Biology, 2023 - Elsevier
Breast cancer is a significant global health burden, with increasing morbidity and mortality
worldwide. Early screening and accurate diagnosis are crucial for improving prognosis …

A comprehensive long-read isoform analysis platform and sequencing resource for breast cancer

DFT Veiga, A Nesta, Y Zhao, AD Mays, R Huynh… - Science …, 2022 - science.org
Tumors display widespread transcriptome alterations, but the full repertoire of isoform-level
alternative splicing in cancer is unknown. We developed a long-read (LR) RNA sequencing …

Effectiveness of artificial intelligence for personalized medicine in neoplasms: a systematic review

S Rezayi, SR Niakan Kalhori… - BioMed research …, 2022 - Wiley Online Library
Purpose. Artificial intelligence (AI) techniques are used in precision medicine to explore
novel genotypes and phenotypes data. The main aims of precision medicine include early …

Deep learning-based multi-modal ensemble classification approach for human breast cancer prognosis

EK Jadoon, FG Khan, S Shah, A Khan… - IEEE Access, 2023 - ieeexplore.ieee.org
Ensemble models based on deep learning have made significant contributions to the
medical field, particularly in the area of disease prediction. Breast cancer is a highly …