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A set of markdown files containing summarization on selected surveys concerning medical image processing

cnn deep-learning fine-tuning image-classification image-detection image-localization image-registration image-segmentation machine-learning transfer-learning

medical-image-processing-paper-summarization's Introduction

Summarizing Selected Survey Papers Concerning Medical Image Processing

This is a preliminary study for the master's thesis.

It contains markdown files that summarize a set of selected recent literature reviews that mainly discuss the implications of image processing and deep learning in the medical field.

NOTE: The summarization is liable to errors and incomplete information. It does not substitute any of the mentioned papers; nor completes it.

Getting Started

Clone the project from GitHub

$ git clone https://github.com/tariqshaban/medical-image-processing-paper-summarization.git

No further configuration is required.

Discussed Papers

Authors Publisher Publishing Date
A gentle introduction to deep learning in medical image processing Andreas Maier, et al. Elsevier May 2019
A Review of Deep Learning on Medical Image Analysis Jian Wang, et al. Springer November 2020
Convolutional neural networks in medical image understanding: a survey D. R. Sarvamangala, et al. Springer January 2021

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