SharifAmit

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Working from home

Sharif Amit Kamran, PhD SharifAmit

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Working from home

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Working on Deep learning for Bio-medical Imaging and Computer Vision. Designing robust generative architectures trained with limited data.

53 followers · 9 following

Johnson & Johnson
Reno, Nevada
www.sharifamit.com
@dopplerganger12

Achievements

Achievements

SharifAmit/README.md

Deep learning researcher working on Bio-medical Imaging

💉 Radiology AI Postodctoral Scientist at Johnson & Johnson.
🎓 PhD. in CS from University of Nevada, Reno. [Curriculum Vitae]
💻 I regularly publish paper on GANs, Semi-supervised Learning and Multi-objective Learning. [Google Scholar]
💊 I have worked as an Data, Analytics & Imaging Intern at Genentech from May-Dec 2021 and May-Aug 2022.

Selected Publications

10.01.2023 Revolutionizing Space Health (Swin-FSR): Advancing Super-Resolution of Fundus Images for SANS Visual Assessment Technology. (MICCAI 2023)
05.25.2022 New open-source software for subcellular segmentation and analysis of spatiotemporal fluorescence signals using deep learning (iScience, Cell Press)
11.24.2021 VTGAN: Semi-supervised Retinal Image Synthesis and Disease Prediction using Vision Transformers (ICCV 2021)
09.21.2021 RV-GAN: Segmenting retinal vascular structure in fundus photographs using a novel multi-scale generative adversarial network (MICCAI 2021)
12.09.2020 A novel deep learning conditional generative adversarial network for producing angiography images from retinal fundus photographs (Scientific Reports, Nature)

I can be reached at

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RVGAN RVGAN Public

[MICCAI'21] [Tensorflow] Retinal Vessel Segmentation using a Novel Multi-scale Generative Adversarial Network

Python 89 20
4SM 4SM Public

[iScience] [Tensorflow] Subcellular Signal Segmenting Spatiotemporal Model.

Python 1
Swin-VFTR Swin-VFTR Public

PyTorch Implementation of Swin-VFTR

Python 1
CalDenoise CalDenoise Public

[Pillow] Denoising Images retrieved from Confocal Calcium Imaging.

Python
OpticNet-71 OpticNet-71 Public

[ICMLA'19] [Tensorflow] Classifying different Retinal Diseases using Deep Learning from Optical Coherence Tomography Images

Python 33 14
Computer-Vision-Problems Computer-Vision-Problems Public

Using cpp to solve different traditional computer vision problems

C++