[HTML][HTML] Pathology image analysis using segmentation deep learning algorithms

S Wang, DM Yang, R Rong, X Zhan, G Xiao - The American journal of …, 2019 - Elsevier
… In this review, the application of deep learning algorithms in pathology image analysis is
the … been widely used for image classification and pathology image analysis, such as tumor …

Medical image analysis using deep learning algorithms

M Li, Y Jiang, Y Zhang, H Zhu - Frontiers in Public Health, 2023 - frontiersin.org
… deep learning algorithms for medical image analysis (13). Overall, the utilization of deep
learning algorithms in medical image analysis … of medical imaging in diagnosis and treatment. …

Medical imaging using machine learning and deep learning algorithms: a review

J Latif, C Xiao, A Imran, S Tu - 2019 2nd International …, 2019 - ieeexplore.ieee.org
learning algorithms are important ways in medical imaging to predict the symptoms of early
disease. Deep learning … In the medical image analysis, the deep learning algorithms help to …

A review on deep-learning algorithms for fetal ultrasound-image analysis

MC Fiorentino, FP Villani, M Di Cosmo, E Frontoni… - … image analysis, 2023 - Elsevier
… used to assess algorithm performance are summarized, too. This paper ends with a critical
summary of the current state of the art on DL algorithms for fetal US image analysis and a …

… pixel-based and object-based image analysis with selected machine learning algorithms for the classification of agricultural landscapes using SPOT-5 HRG imagery

DC Duro, SE Franklin, MG Dubé - Remote sensing of environment, 2012 - Elsevier
… We assessed each image analysis approach, and each of the selected machine learning
algorithms, for their ability to accurately portray these selected land cover types. …

Deep learning applications in medical image analysis

J Ker, L Wang, J Rao, T Lim - Ieee Access, 2017 - ieeexplore.ieee.org
… rithms at image recognition tasks in recent years intersects with a time of dramatically …
imaging. This review introduces machine learning algorithms as applied to medical image analysis

State-of-the-art deep learning in cardiovascular image analysis

G Litjens, F Ciompi, JM Wolterink, BD de Vos… - … Cardiovascular imaging, 2019 - jacc.org
… of deep learning to cardiovascular image analysis. This … “deep learning” OR “convolutional”
OR “machine learning”, which … popular unsupervised deep learning algorithms: generative …

Deep learning for cellular image analysis

E Moen, D Bannon, T Kudo, W Graf, M Covert… - Nature …, 2019 - nature.com
learning algorithms are being applied to biological images … between deep learning and
cellular image analysis and … the programming frameworks of deep learning that are pertinent to …

A review of causality for learning algorithms in medical image analysis

A Vlontzos, D Rueckert, B Kainz - arXiv preprint arXiv:2206.05498, 2022 - arxiv.org
algorithmic performance and robustness. In this paper we analyze machine learning for
medical image analysis … Levels and review how causal analysis methods can fill a gap when …

Reproducibility of deep learning algorithms developed for medical imaging analysis: A systematic review

M Moassefi, P Rouzrokh, GM Conte, S Vahdati… - … of Digital Imaging, 2023 - Springer
… of a DL tool in medical imaging. We extracted the reported … a DL model for medical image
analysis. Five studies have … on DL in medical imaging, authors infrequently report the key …