Shahryar Rahnamayan

Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology

Apr 15, 2023
Pooria Mazaheri, Azam Asilian Bidgoli, Shahryar Rahnamayan, H. R. Tizhoosh

Figure 2 for Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology

Figure 3 for Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology

Figure 4 for Ranking Loss and Sequestering Learning for Reducing Image Search Bias in Histopathology

* Under Review for publication

Access Paper or Ask Questions

Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images

Mar 02, 2023
Azam Asilian Bidgoli, Shahryar Rahnamayan, Taher Dehkharghanian, Abtin Riasatian, H. R. Tizhoosh

Figure 2 for Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images

Figure 3 for Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images

Figure 4 for Evolutionary Computation in Action: Hyperdimensional Deep Embedding Spaces of Gigapixel Pathology Images

* IEEE Transactions on Evolutionary Computation, vol. 27, no. 1, pp. 52-66, Feb. 2023

Access Paper or Ask Questions

Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization

May 15, 2022
Amir H Gandomi, Kalyanmoy Deb, Ronald C Averill, Shahryar Rahnamayan, Mohammad Nabi Omidvar

Figure 2 for Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization

Figure 3 for Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization

Figure 4 for Variable Functioning and Its Application to Large Scale Steel Frame Design Optimization

Access Paper or Ask Questions

Hospital-Agnostic Image Representation Learning in Digital Pathology

Apr 05, 2022
Milad Sikaroudi, Shahryar Rahnamayan, H. R. Tizhoosh

Figure 2 for Hospital-Agnostic Image Representation Learning in Digital Pathology

* Accepted for presentation at the 44th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'22)

Access Paper or Ask Questions

Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images

Jun 11, 2021
Shivam Kalra, Mohammed Adnan, Sobhan Hemati, Taher Dehkharghanian, Shahryar Rahnamayan, Hamid Tizhoosh

Figure 2 for Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images

Figure 3 for Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images

Figure 4 for Pay Attention with Focus: A Novel Learning Scheme for Classification of Whole Slide Images

* Accepted in MICCAI, 2021

Access Paper or Ask Questions

Forming Local Intersections of Projections for Classifying and Searching Histopathology Images

Aug 08, 2020
Aditya Sriram, Shivam Kalra, Morteza Babaie, Brady Kieffer, Waddah Al Drobi, Shahryar Rahnamayan, Hany Kashani, Hamid R. Tizhoosh

Figure 2 for Forming Local Intersections of Projections for Classifying and Searching Histopathology Images

Figure 3 for Forming Local Intersections of Projections for Classifying and Searching Histopathology Images

Figure 4 for Forming Local Intersections of Projections for Classifying and Searching Histopathology Images

* To appear in International Conference on AI in Medicine (AIME 2020)

Access Paper or Ask Questions

Image-Based Benchmarking and Visualization for Large-Scale Global Optimization

Jul 24, 2020
Kyle Robert Harrison, Azam Asilian Bidgoli, Shahryar Rahnamayan, Kalyanmoy Deb

Figure 2 for Image-Based Benchmarking and Visualization for Large-Scale Global Optimization

Figure 3 for Image-Based Benchmarking and Visualization for Large-Scale Global Optimization

Figure 4 for Image-Based Benchmarking and Visualization for Large-Scale Global Optimization

* Preprint submitted to Applied Intelligence. 43 pages, 30 figures

Access Paper or Ask Questions

Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action

Jun 29, 2020
Mostapha Kalami Heris, Shahryar Rahnamayan

Figure 2 for Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action

Figure 3 for Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action

Figure 4 for Multi-objective Optimal Control of Dynamic Integrated Model of Climate and Economy: Evolution in Action

* 8 pages, 6 figures, conference paper

Access Paper or Ask Questions

Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently

Mar 07, 2020
Shahryar Rahnamayan, Seyed Jalaleddin Mousavirad, Azam Asilian Bidgoli

Figure 2 for Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently

Figure 3 for Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently

Figure 4 for Shahryar Origami Optimization (SOO): A Novel Approach for Solving Large-scale Expensive Optimization Problems Efficiently

Access Paper or Ask Questions

Learning Autoencoded Radon Projections

Sep 27, 2017
Aditya Sriram, Shivam Kalra, H. R. Tizhoosh, Shahryar Rahnamayan

Figure 2 for Learning Autoencoded Radon Projections

Figure 3 for Learning Autoencoded Radon Projections

Figure 4 for Learning Autoencoded Radon Projections

* To appear in proceedings of The IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2017), Honolulu, Hawaii, USA, Nov. 27 -- Dec 1, 2017

Access Paper or Ask Questions

1

2

>>