Machine Learning

Designing Custom 2D and 3D CNNs in PyTorch: Tutorial with Code

February 6, 2021

Machine Learning

Using Predefined and Pretrained CNNs in PyTorch: Tutorial with Code

December 8, 2020

Machine Learning

How to Organize Machine Learning Projects: Python, Git, Anaconda, Code, and NO Jupyter Notebooks

September 22, 2020

Machine Learning, Medicine, radiology

COVID-19 Chest CT Scan Analysis: Clinical Recommendations and Machine Learning Applications

August 20, 2020

Machine Learning

Convolutional Neural Networks (CNNs) in 5 minutes

August 3, 2020

Machine Learning

Squeeze-and-Excitation Networks

April 4, 2020

Machine Learning, Medicine, radiology

Automatic Interpretation of Chest CT Scans with Machine Learning

March 5, 2020

Machine Learning

Multi-GPU Training in Pytorch: Data and Model Parallelism

March 4, 2020

Machine Learning, radiology

Segmentation: U-Net, Mask R-CNN, and Medical Applications

January 21, 2020

Machine Learning

Connections: Log Likelihood, Cross Entropy, KL Divergence, Logistic Regression, and Neural Networks

December 7, 2019