Deep Learning Skin Cancer Detection (Multi-Type, ISIC2018)
A deep learning project for multi-class skin cancer detection using ISIC2018 dataset.
syed-ibrar-hussain
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1 min read
Prostate MRI Segmentation: A Comparative Analysis of U-Net and E-Net Deep Learning Models
Evaluating deep learning architectures for accurate prostate MRI segmentation.
g.-centineo
Transfer Learning for Facial Expressions Recognition in Healthcare
Using pretrained models to detect facial expressions for healthcare applications.
r.-kumar
Optimized Deep Learning for Mammography: Augmentation and Tailored Architectures
Augmented and tailored deep learning architectures for mammogram analysis.
syed-ibrar-hussain
Mammography Classification by Deep Learning
A deep learning approach for mammography image classification, improving diagnostic accuracy.
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1 min read
Enhancing Recognition and Categorization of Skin Lesions with Tailored Deep Convolutional Networks and Robust Data Augmentation Techniques
Deep learning techniques for skin lesion recognition with tailored networks and data augmentation.
syed-ibrar-hussain
Exploring the Granularity of the Illnesses-Related Changes in Regional Homogeneity in Major Depressive Disorder using the UKBB Data
Studying illness-related neural changes in MDD patients using UKBB data.
y.-huang
An extensive investigation into the use of machine learning tools and deep neural networks for the recognition of skin cancer: challenges, future directions, and a comprehensive review
Survey of ML/DNN techniques, challenges, and future directions for skin cancer detection.
syed-ibrar-hussain
A Review of the Deep Convolutional Neural Networks for the Analysis of Facial Expressions
Comprehensive overview of CNN methods for facial expression recognition.
r.-kumar