[HTML][HTML] Progress on deep learning in digital pathology of breast cancer: a narrative review
J Zhu, M Liu, X Li - Gland surgery, 2022 - ncbi.nlm.nih.gov
Methods A PubMed search with keywords (“breast neoplasm” or “breast cancer”) and
(“pathology” or “histopathology”) and (“artificial intelligence” or “deep learning”) was …
(“pathology” or “histopathology”) and (“artificial intelligence” or “deep learning”) was …
Deep Learning for Automated Visual Inspection in Manufacturing and Maintenance: A Survey of Open-Access Papers
N Hütten, M Alves Gomes, F Hölken… - Applied System …, 2024 - mdpi.com
Quality assessment in industrial applications is often carried out through visual inspection,
usually performed or supported by human domain experts. However, the manual visual …
usually performed or supported by human domain experts. However, the manual visual …
[HTML][HTML] The application of fully unmanned robotic systems for inspection of subsea pipelines
AG Rumson - Ocean Engineering, 2021 - Elsevier
This paper focuses on recent innovations in the methods used for external remote subsea
pipeline inspection. An unmanned method is revealed, in which an Autonomous Underwater …
pipeline inspection. An unmanned method is revealed, in which an Autonomous Underwater …
[HTML][HTML] A transfer learning-based YOLO network for sewer defect detection in comparison to classic object detection methods
Z Situ, S Teng, W Feng, Q Zhong, G Chen, J Su… - Developments in the …, 2023 - Elsevier
Deep learning has shown promising performance in automated sewer defect detection,
however, is generally data-driven and computationally intensive. Transfer learning (TL) …
however, is generally data-driven and computationally intensive. Transfer learning (TL) …
YOLO-submarine cable: an improved YOLO-V3 network for object detection on submarine cable images
Y Li, X Zhang, Z Shen - Journal of Marine Science and Engineering, 2022 - mdpi.com
Due to the strain on land resources, marine energy development is expanding, in which the
submarine cable occupies an important position. Therefore, periodic inspections of …
submarine cable occupies an important position. Therefore, periodic inspections of …
[HTML][HTML] CNN-based automated approach to crack-feature detection in steam cycle components
Periodic manual inspection by trained specialists is an important element of asset
management in the nuclear industry. Detection of cracks caused by stress corrosion is an …
management in the nuclear industry. Detection of cracks caused by stress corrosion is an …
Advances in the application of computational pathology in diagnosis, immunomicroenvironment recognition, and immunotherapy evaluation of breast cancer: A …
J Luo, X Li, KL Wei, G Chen, DD Xiong - Journal of Cancer Research and …, 2023 - Springer
Background Breast cancer (BC) is a prevalent and highly lethal malignancy affecting women
worldwide. Immunotherapy has emerged as a promising therapeutic strategy for BC, offering …
worldwide. Immunotherapy has emerged as a promising therapeutic strategy for BC, offering …
A comparison of the performance of 2D and 3D convolutional neural networks for subsea survey video classification
Utilising deep learning image classification to automatically annotate subsea pipeline video
surveys can facilitate the tedious and labour-intensive process, resulting in significant time …
surveys can facilitate the tedious and labour-intensive process, resulting in significant time …
Event Classification on Subsea Pipeline Inspection Data Using an Ensemble of Deep Learning Classifiers
Subsea pipelines are the backbone of the modern oil and gas industry, transporting a total of
28% of global oil production. Due to several factors, such as corrosion or deformations, the …
28% of global oil production. Due to several factors, such as corrosion or deformations, the …
Digital healthcare engineering for aging offshore pipelines: a state-of-the-art review
N Mohammad Fadzil, MF Muda… - Ships and Offshore …, 2024 - Taylor & Francis
Offshore pipelines face severe environmental and operational challenges, leading to
deterioration issues like corrosion and fatigue cracking. Such degradation risks casualties …
deterioration issues like corrosion and fatigue cracking. Such degradation risks casualties …