Medical Device and Diagnostic Industry (MD+DI)

The AI Era: How Deep Learning is Overcoming Data Scarcity in Medical Imaging

AI medical imaging market is projected to exceed $20B by 2035. Generative models address class imbalances in medical imaging ...
Nature

MRI neuroimaging-based Alzheimer’s disease stage classification using deep neural network with convolutional block attention module and GAN-style noise injection

Millions of individuals worldwide suffer from Alzheimer’s disease (AD), a chronic, incurable neurological disorder. For the longevity of people, a computer-aided system can contribute to the maximum ...
Frontiers

Deep learning-based classification of eye diseases using Convolutional Neural Network for OCT images

Deep learning shows promising results in extracting useful information from medical images. The proposed work applies a Convolutional Neural Network (CNN) on retinal images to extract features that ...
Visual Studio Magazine

Binary Classification Using a scikit Neural Network

Machine learning with neural networks is sometimes said to be part art and part science. Dr. James McCaffrey of Microsoft Research teaches both with a full-code, step-by-step tutorial. A binary ...
Visual Studio Magazine

Regression Using a scikit MLPRegressor Neural Network

Dr. James McCaffrey of Microsoft Research uses a full-code, step-by-step demo to show how to predict the annual income of a person based on their sex, age, state where they live and political leaning.
Scientific Research Publishing

Multi-Label Chest X-Ray Classification via Deep Learning ()

In this era of pandemic, the future of healthcare industry has never been more exciting. Artificial intelligence and machine learning (AI & ML) present opportunities to develop solutions that cater ...
Nature

Skin lesion classification of dermoscopic images using machine learning and convolutional neural network

A skin lesion is a growth or appearance of the skin that is abnormal concerning the surrounding skin. Primary and secondary skin lesions are the two types of skin lesions. Primary skin lesions are ...
TechRepublic

Coursera releases updated Machine Learning Specialization course

The online learning platform’s new course teaches the fundamentals of ML with less emphasis on math. Online learning platform Coursera recently announced the launch of its new Machine Learning ...
The Lancet

Deep Convolutional Neural Networks Enable Discrimination of Heterogeneous Digital Pathology Images

dCaryl and Israel Englander Institute for Precision Medicine, Weill Cornell Medical College, NY, USA eDepartment of Pathology and Laboratory Medicine, Weill Cornell Medical College, NY, USA fThe New ...