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Machine learning based medical image deepfake detection: A comparative study

  • Published:2022-06 Issue: Volume:8 Page:100298
  • ISSN:2666-8270
  • Container-title:Machine Learning with Applications
  • language:en
  • Short-container-title:Machine Learning with Applications

Author:

Solaiyappan Siddharth,Wen YuxinORCID

Publisher

Elsevier BV

Subject

General Medicine

Reference26 articles.

1. The lung image database consortium (LIDC) nodule size report;A. P. Reeves,2011

2. Data from LIDC-IDRI [data set]. The cancer imaging archive;Armato III,2015

3. Deep learning dose prediction for IMRT of esophageal cancer: The effect of data quality and quantity on model performance;Barragán-Montero;Physica Medica,2021

4. Mcafee researchers find poor security exposes medical data to cybercriminals;Beck,2018

5. Digital image forgery detection using passive techniques: A survey;Birajdar;Digital Investigation,2013

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2. Detection of GAN-manipulated Medical Images through Deep Learning Techniques;2024 International Conference on Advances in Modern Age Technologies for Health and Engineering Science (AMATHE);2024-05-16

3. M3DSYNTH: A Dataset of Medical 3D Images with AI-Generated Local Manipulations;ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP);2024-04-14

4. An effective framework based on hybrid learning and kernel principal component analysis for face manipulation detection;Signal, Image and Video Processing;2024-04-02

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