Publications

A Novel Deep Learning Conditional Generative Adversarial Network for Producing Angiography Images from Retinal Fundus Photographs
Alireza Tavakkoli, Sharif Amit Kamran , Khondker Fariha Hossain, Stewart Lee Zuckerbrod. Journal Article. Scientific Reports.

A High Throughput Machine-Learning Driven Analysis of Ca2+ Spatio-temporal Maps
Wesley Leigh, Guillermo Del Valle, Sharif Amit Kamran , Bernard T Drumm, Alireza Tavakkoli, Kenton M Sanders, Sal Baker Journal Article. Cell Calcium.

Attention2AngioGAN: Synthesizing Fluorescein Angiography from Retinal Fundus Images using Generative Adversarial Networks
Sharif Amit Kamran , Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod. 25th International Conference on Pattern Recognition. ICPR 2020.

Fundus2Angio: A Novel Conditional GAN Architecture for Generating Fluorescein Angiography Images from Retinal Fundus Photography
Sharif Amit Kamran , Khondker Fariha Hossain, Alireza Tavakkoli, Stewart Lee Zuckerbrod, Kenton M Sanders, Sal Baker. 15th International Symposium on Visual Computing. ISVC 2020.

Improving Robustness using Joint Attention Network For Detecting Retinal Degeneration From Optical Coherence Tomography Images
Sharif Amit Kamran , Alireza Tavakkoli, Stewart Lee Zuckerbrod. 27th IEEE International Conference on Image Processing. ICIP 2020.

A Comprehensive Set of Novel Residual Blocks for Deep Learning Architectures for Diagnosis of Retinal Diseases from Optical Coherence Tomography Images
Sharif Amit Kamran , Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli. Book chapter, Deep Learning Applications. vol. 2. Springer Nature.

Optic-Net: A Novel Convolutional Neural Network for Diagnosis of Retinal Diseases from Optical Tomography Images
Sharif Amit Kamran , Sourajit Saha, Ali Shihab Sabbir, Alireza Tavakkoli. 18th IEEE International Conference On Machine Learning And Applications. ICMLA 2019.

Total Recall: Understanding Traffic Signs Using Deep Convolutional Neural Network
Sourajit Saha, Sharif Amit Kamran , Ali Shihab Sabbir. 21st International Conference of Computer and Information Technology. ICCIT 2018.

Efficient Yet Deep Convolutional Neural Networks for Semantic Segmentation
Sharif Amit Kamran , Ali Shihab Sabbir. International Symposium on Advanced Intelligent Informatics. SAIN 2018.