Ali Mammadov

According to our database, Ali Mammadov authored at least 5 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2025

Self-Supervision Enhances Instance-based Multiple Instance Learning Methods in Digital Pathology: A Benchmark Study.

Ali Mammadov, Loïc Le Folgoc, Julien Adam, Anne Buronfosse, Gilles Hayem, Guillaume Hocquet, Pietro Gori

CoRR, May, 2025

On the Role and Robustness of Self-Supervised and Multiple Instance Learning Approaches for Digital Pathology - Application to Sjögren's Syndrome. (Rôle et Robustesse des Approches d'Apprentissage Auto-Supervisé et par Instances Multiples en Pathologie Numérique - Application au Syndrome de Sjögren).

Ali Mammadov

PhD thesis, 2025

Fintech Adoption and Financial Performance: The Unrecognized Contributions of Supply Chain Finance and Supply Chain Risk.

Varun Chotia, Prashant Sharma, Hind Alofaysan, Vaishali Agarwal, Ali Mammadov

IEEE Trans. Engineering Management, 2025

Reducing Variability of Multiple Instance Learning Methods for Digital Pathology.

Ali Mammadov, Loïc Le Folgoc, Guillaume Hocquet, Pietro Gori

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

2021

Robust Mitosis Detection Using a Cascade Mask-RCNN Approach With Domain-Specific Residual Cycle-GAN Data Augmentation.

Gauthier Roy, Jules Dedieu, Capucine Bertrand, Alireza Moshayedi, Ali Mammadov, Stéphanie Petit, Saima Ben Hadj, Rutger H. J. Fick

CoRR, 2021