Deep Learning in Medical Imaging Archives

Surgical Tool Recognition using PyTorch and Deep Learning

Sovit Ranjan Rath February 27, 2023 2 Comments

In this article, we train a MobileNetV3 Small neural network on a small Surgical Tool Recognition Dataset for AI in healthcare. ...

Sovit Ranjan Rath March 14, 2022 0 Comment

In this post, we cover Pneumothorax binary classification using PyTorch with oversampling of the negative class for correcting data imbalance. ...

Sovit Ranjan Rath March 7, 2022 0 Comments

In this post, we try to classify images from the Pneumothorax binary classification dataset using a pretrained PyTorch model. ...

Sovit Ranjan Rath February 28, 2022 2 Comments

This post explores the training and evaluation of a custom convolutional neural network model on the Medical MNIST dataset. ...

Sovit Ranjan Rath January 24, 2022 0 Comment

In this post, we explore how to carry out transfer learning and fine-tuning an EfficientNetB0 model to classify brain MRI images. ...