Medical Imaging

Deep Learning Skin Cancer Detection (Multi-Type, ISIC2018) featured image

Deep Learning Skin Cancer Detection (Multi-Type, ISIC2018)

A deep learning project for multi-class skin cancer detection using ISIC2018 dataset.

syed-ibrar-hussain

Poster Presentation: Prostate MRI Segmentation at ICIAP 2025, Rome

Poster on automated prostate MRI segmentation using deep learning models (U-Net, E-Net), highlighting clinical relevance and improved diagnostic accuracy.

syed-ibrar-hussain

Prostate MRI Segmentation: A Comparative Analysis of U-Net and E-Net Deep Learning Models

Evaluating deep learning architectures for accurate prostate MRI segmentation.

g.-centineo

Invited Seminar: Applications of Advanced Deep Learning for Prostate Segmentation

Invited seminar on advanced deep learning methods for accurate prostate segmentation, highlighting clinical relevance of generative AI models and radiomics applications.

syed-ibrar-hussain
3D Prostate MRI Segmentation Using GAN featured image

3D Prostate MRI Segmentation Using GAN

Automatic 3D prostate MRI segmentation using Conditional GANs, integrating volumetric MRI input, adversarial training, and post-processing for accurate segmentation.

syed-ibrar-hussain

Optimized Deep Learning for Mammography: Augmentation and Tailored Architectures

Augmented and tailored deep learning architectures for mammogram analysis.

syed-ibrar-hussain