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Medical image analysis using deep learning algorithms
M Li, Y Jiang, Y Zhang, H Zhu - Frontiers in public health, 2023 - frontiersin.org
In the field of medical image analysis within deep learning (DL), the importance of
employing advanced DL techniques cannot be overstated. DL has achieved impressive …
employing advanced DL techniques cannot be overstated. DL has achieved impressive …
Privacy‐preserving data mining and machine learning in healthcare: Applications, challenges, and solutions
Data mining (DM) and machine learning (ML) applications in medical diagnostic systems
are budding. Data privacy is essential in these systems as healthcare data are highly …
are budding. Data privacy is essential in these systems as healthcare data are highly …
Challenges and strategies for wide-scale artificial intelligence (AI) deployment in healthcare practices: A perspective for healthcare organizations
P Esmaeilzadeh - Artificial Intelligence in Medicine, 2024 - Elsevier
Healthcare organizations have realized that Artificial intelligence (AI) can provide a
competitive edge through personalized patient experiences, improved patient outcomes …
competitive edge through personalized patient experiences, improved patient outcomes …
Deep neural architectures for medical image semantic segmentation
Deep learning has an enormous impact on medical image analysis. Many computer-aided
diagnostic systems equipped with deep networks are rapidly reducing human intervention in …
diagnostic systems equipped with deep networks are rapidly reducing human intervention in …
[HTML][HTML] Gastrointestinal abnormality detection and classification using empirical wavelet transform and deep convolutional neural network from endoscopic images
With an intention to assist gastroenterologists, this work proposes an intelligent method to
classify alimentary canal diseases such as Barrett's, Esophagitis, Hemorrhoids, Polyps, and …
classify alimentary canal diseases such as Barrett's, Esophagitis, Hemorrhoids, Polyps, and …
Wavelet transform and deep convolutional neural network-based smart healthcare system for gastrointestinal disease detection
This work presents a smart healthcare system for the detection of various abnormalities
present in the gastrointestinal (GI) region with the help of time–frequency analysis and …
present in the gastrointestinal (GI) region with the help of time–frequency analysis and …
Automatic detection of civilian and military personnel in reconnaissance missions using a UAV
NP Santos, VB Rodrigues, AB Pinto… - … on Autonomous Robot …, 2023 - ieeexplore.ieee.org
In the last few years, Unmanned Aerial Vehicles (UAVs) have proven to be an invaluable
tool in Intelligence, Surveillance, and Reconnaissance (ISR) missions, changing paradigms …
tool in Intelligence, Surveillance, and Reconnaissance (ISR) missions, changing paradigms …
Privacy-preserving deep learning in medical informatics: applications, challenges, and solutions
Deep Learning (DL) has already shown tremendous potential in designing intelligent clinical
support systems in biomedicine. Data privacy plays a significant role while training and …
support systems in biomedicine. Data privacy plays a significant role while training and …
Analysis of lung cancer by using deep neural network
S Shandilya, SR Nayak - Innovation in Electrical Power Engineering …, 2022 - Springer
Lung cancer is one of the world's deadliest cancers and one of the highest mortality rates.
There has been a recent increase in the prevalence of lung cancer. The key aim of this …
There has been a recent increase in the prevalence of lung cancer. The key aim of this …
MpMsCFMA-Net: Multi-path multi-scale context feature mixup and aggregation network for medical image segmentation
Automatic and accurate medical image segmentation is a crucial step for clinical diagnosis
and treatment planning of diseases. The advanced convolutional neural network (CNN) …
and treatment planning of diseases. The advanced convolutional neural network (CNN) …