Machine Learning Evaluation Metric Discrepancies across Programming Languages and Their Components: Need for Standardization. - Mohammad R. Salmanpour; Morteza Alizadeh; Ghazal Mousavi; Saba Sadeghi; Sajad Amiri; Mehrdad Oveisi; Arman Rahmim; Ilker Hacihaliloglu (CoRR, 2024)

Machine Learning Evaluation Metric Discrepancies Across Programming Languages and Their Components in Medical Imaging Domains: Need for Standardization. - Mohammad R. Salmanpour; Morteza Alizadeh; Ghazal Mousavi; Saba Sadeghi; Sajad Amiri; Mehrdad Oveisi; Arman Rahmim; Ilker Hacihaliloglu (IEEE Access, 2025)

AllMetrics: A Unified Python Library for Standardized Metric Evaluation and Robust Data Validation in Machine Learning. - Morteza Alizadeh; Mehrdad Oveisi; Sonya Falahati; Ghazal Mousavi; Mohsen Alambardar Meybodi; Somayeh Sadat Mehrnia; Ilker Hacihaliloglu; Arman Rahmim; Mohammad R. Salmanpour (CoRR, 2025)

Handcrafted vs. Deep Radiomics vs. Fusion vs. Deep Learning: A Comprehensive Review of Machine Learning -Based Cancer Outcome Prediction in PET and SPECT Imaging. - Mohammad R. Salmanpour; Somayeh Sadat Mehrnia; Sajad Jabarzadeh Ghandilu; Zhino Safahi; Sonya Falahati; Shahram Taeb; Ghazal Mousavi; Mehdi Maghsoudi; Ahmad Shariftabrizi; Ilker Hacihaliloglu; Arman Rahmim (CoRR, 2025)