Machine learning and vision transformers for thyroid carcinoma diagnosis: A review
The growing interest in developing smart diagnostic systems to help medical experts
process extensive data for treating incurable diseases has been notable. In particular, the …
process extensive data for treating incurable diseases has been notable. In particular, the …
Federated and Transfer Learning for Cancer Detection Based on Image Analysis
This review article discusses the roles of federated learning (FL) and transfer learning (TL) in
cancer detection based on image analysis. These two strategies powered by machine …
cancer detection based on image analysis. These two strategies powered by machine …
GFLASSO-LR: Logistic Regression with Generalized Fused LASSO for Gene Selection in High-Dimensional Cancer Classification
A Bir-Jmel, SM Douiri, SE Bernoussi, A Maafiri… - Computers, 2024 - mdpi.com
Advancements in genomic technologies have paved the way for significant breakthroughs in
cancer diagnostics, with DNA microarray technology standing at the forefront of identifying …
cancer diagnostics, with DNA microarray technology standing at the forefront of identifying …
Hybrid whale-mud-ring optimization for precise color skin cancer image segmentation
A Hamza, B Lekouaghet… - 2023 6th International …, 2023 - ieeexplore.ieee.org
Timely identification and treatment of rapidly progressing skin cancers can significantly
contribute to the preservation of patients' health and well-being. Dermoscopy, a dependable …
contribute to the preservation of patients' health and well-being. Dermoscopy, a dependable …
BathNet: A network to classification of fundus and contrast images using label transfer and multi-branch transformer
Y Wang, Z Xv, Y Wang, K Jin, Z Gao, Y Ke, C Wu… - … Signal Processing and …, 2024 - Elsevier
Diabetic retinopathy (DRP) is commonly caused by the complications of diabetes and, if
ignored and untreated, may lead to irreversible blindness in adults. Medical experts mainly …
ignored and untreated, may lead to irreversible blindness in adults. Medical experts mainly …
CoAtNet-Lite: Advancing Mammogram Mass Detection Through Lightweight CNN-Transformer Fusion with Attention Mapping
ST Ahmed, S Barua, M Fahim-Ul-Islam… - … and Information & …, 2024 - ieeexplore.ieee.org
Mammograms are a main diagnostic technique for breast cancer screening, but their
interpretation can be difficult and prone to human error. In the field of medical imaging, with …
interpretation can be difficult and prone to human error. In the field of medical imaging, with …