Deep learning in breast cancer imaging: A decade of progress and future directions

L Luo, X Wang, Y Lin, X Ma, A Tan… - IEEE Reviews in …, 2024 - ieeexplore.ieee.org
Breast cancer has reached the highest incidence rate worldwide among all malignancies
since 2020. Breast imaging plays a significant role in early diagnosis and intervention to …

Deep Learning for Automated Lesion Detection in Mammography

T Marimuthu, VA Rajan, GV Londhe… - 2023 IEEE 2nd …, 2023 - ieeexplore.ieee.org
Deep learning for automated lesion detection in mammography has gained widespread
attention due to its potential to reduce the time needed for radiologists to detect lesions …

Augmented reality-assisted ultrasound breast biopsy

N Costa, L Ferreira, ARVF de Araújo, B Oliveira… - Sensors, 2023 - mdpi.com
Breast cancer is the most prevalent cancer in the world and the fifth-leading cause of cancer-
related death. Treatment is effective in the early stages. Thus, a need to screen considerable …

Comparative analysis of deep learning methods for lesion detection on full screening mammography

RF Ribeiro, HR Torres, B Oliveira… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Breast cancer is the most prevalent type of cancer in women. Although mammography is
used as the main imaging modality for the diagnosis, robust lesion detection in …

Deep Learning Networks for Breast Lesion Classification in Ultrasound Images: A Comparative Study

MR Ferreira, HR Torres, B Oliveira… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Accurate lesion classification as benign or malignant in breast ultrasound (BUS) images is a
critical task that requires experienced radiologists and has many challenges, such as poor …

Phase Difference Network for Efficient Differentiation of Hepatic Tumors with Multi-Phase CT

Y Wu, G Chen, Z Feng, H Cui, F Rao… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Liver cancer has been one of the top causes of cancer-related death. For develo** an
accurate treatment strategy and raising the survival rate, the differentiation of liver cancers is …

A sensorized needle guide for ultrasound assisted breast biopsy

A Real, P Morais, LCN Barbosa… - 2022 44th Annual …, 2022 - ieeexplore.ieee.org
One in every eight women will get breast cancer during their lifetime. Therefore, the early
diagnosis of the lesions is fundamental to improve the chances of recovery. To find breast …

Literary review of algorithms for segmentation and classification of Artificial Intelligence pathologies applied to breast cancer

I Ortí Fort - 2023 - upcommons.upc.edu
According to data, breast cancer is a significant health issue and has a considerable
economic impact. This clearly justifies the need for breast cancer screening. However, the …

Modular framework for a breast biopsy smart navigation system

JNM da Costa - 2022 - search.proquest.com
Breast cancer is currently one of the most commonly diagnosed cancers and the fifth leading
cause of cancer-related deaths. Its treatment has a higher survivorship rate when diagnosed …