Satpal Singh Kushwaha on Muck Rack

Satpal Singh Kushwaha

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Articles

Evaluating StyleGAN2-ADA and f-AnoGAN for GAN based unsupervised anomaly detection in gastrointestinal endoscopy

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By Amit Kumar Bairwa, Aryan Sinha, Varun Tiwari, Satpal Singh Kushwaha
| Nature Verified
Abstract Manual interpretation of gastrointestinal (GI) endoscopy images is a subjective and time-intensive process, often leading to variability between clinicians and the risk of missed abnormalities. To address these challenges, we investigate the use of StyleGAN2-ADA as a generative model for unsupervised anomaly detection in gastrointestinal endoscopy images.
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