Deep learning in radiology for lung cancer diagnostics: A systematic review of classification, segmentation, and predictive modeling techniques
This study presents a comprehensive systematic review focusing on the applications of deep
learning techniques in lung cancer radiomics. Through a rigorous screening process of 589 …
learning techniques in lung cancer radiomics. Through a rigorous screening process of 589 …
[HTML][HTML] Lung nodule diagnosis and cancer histology classification from computed tomography data by convolutional neural networks: A survey
Lung cancer is among the deadliest cancers. Besides lung nodule classification and
diagnosis, develo** non-invasive systems to classify lung cancer histological …
diagnosis, develo** non-invasive systems to classify lung cancer histological …
Data-driven risk stratification and precision management of pulmonary nodules detected on chest computed tomography
C Wang, J Shao, Y He, J Wu, X Liu, L Yang, Y Wei… - Nature Medicine, 2024 - nature.com
The widespread implementation of low-dose computed tomography (LDCT) in lung cancer
screening has led to the increasing detection of pulmonary nodules. However, precisely …
screening has led to the increasing detection of pulmonary nodules. However, precisely …
[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 …
encompassing various aspects from diagnosis to prevention and beyond. With its ability to …
[HTML][HTML] Predicting gene mutation status via artificial intelligence technologies based on multimodal integration (MMI) to advance precision oncology
J Shao, J Ma, Q Zhang, W Li, C Wang - Seminars in cancer biology, 2023 - Elsevier
Personalized treatment strategies for cancer frequently rely on the detection of genetic
alterations which are determined by molecular biology assays. Historically, these processes …
alterations which are determined by molecular biology assays. Historically, these processes …
Artificial intelligence techniques for cancer detection in medical image processing: A review
C Kaur, U Garg - Materials Today: Proceedings, 2023 - Elsevier
Cancer is the uncontrolled growth of abnormal cells in any part of a body. Cancer is a broad
term for a group of diseases caused when abnormal cells grows in different body parts …
term for a group of diseases caused when abnormal cells grows in different body parts …