Search Results for author: Sahar Almahfouz Nasser

Found 6 papers, 3 papers with code

Transforming Breast Cancer Diagnosis: Towards Real-Time Ultrasound to Mammogram Conversion for Cost-Effective Diagnosis

no code implementations10 Aug 2023 Sahar Almahfouz Nasser, Ashutosh Sharma, Anmol Saraf, Amruta Mahendra Parulekar, Purvi Haria, Amit Sethi

Then, we utilize generative adversarial networks (GANs) to tackle the inverse problem of generating mammogram-quality images from ultrasound images.

Domain Adaptation

Improving Mitosis Detection Via UNet-based Adversarial Domain Homogenizer

1 code implementation15 Sep 2022 Tirupati Saketh Chandr, Sahar Almahfouz Nasser, Nikhil Cherian Kurian, Amit Sethi

The effective localization of mitosis is a critical precursory task for deciding tumor prognosis and grade.

Mitosis Detection

Perceptual cGAN for MRI Super-resolution

1 code implementation23 Jan 2022 Sahar Almahfouz Nasser, Saqib Shamsi, Valay Bundele, Bhavesh Garg, Amit Sethi

Capturing high-resolution magnetic resonance (MR) images is a time consuming process, which makes it unsuitable for medical emergencies and pediatric patients.

Super-Resolution

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