Farzaneh Dehghani

According to our database, Farzaneh Dehghani authored at least 7 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems.

Farzaneh Dehghani, Mahsa Dibaji, Fahim Anzum, Lily Dey, Alican Basdemir, Sayeh Bayat, Jean-Christophe Boucher, Steve Drew, Sarah Elaine Eaton, Richard Frayne, Gouri Ginde, Ashley D. Harris, Yani Ioannou, Catherine Lebel, John Lysack, Leslie Salgado Arzuaga, Emma A. M. Stanley, Roberto Souza, Ronnie de Souza Santos, Lana Wells, Tyler Williamson, Matthias Wilms, Mark Ungrin, Marina L. Gavrilova, Mariana P. Bento

Trans. Mach. Learn. Res., 2025

Accuracy-fairness trade-off in ML for healthcare: A quantitative evaluation of bias mitigation strategies.

Farzaneh Dehghani, Pedro V. V. Paiva, Nikita Malik, Joanna Lin, Sayeh Bayat, Mariana P. Bento

Inf. Softw. Technol., 2025

FairHealthGrid: A Systematic Framework for Evaluating Bias Mitigation Strategies in Healthcare Machine Learning.

Pedro V. V. Paiva, Farzaneh Dehghani, Fahim Anzum, Mansi Singhal, Ayah Metwali, Marina L. Gavrilova, Mariana P. Bento

Proceedings of the 31st Americas Conference on Information Systems: Intelligent Technologies for a Better Future, 2025

2024

Trustworthy and Responsible AI for Human-Centric Autonomous Decision-Making Systems.

Farzaneh Dehghani, Mahsa Dibaji, Fahim Anzum, Lily Dey, Alican Basdemir, Sayeh Bayat, Jean-Christophe Boucher, Steve Drew, Sarah Elaine Eaton, Richard Frayne, Gouri Ginde, Ashley D. Harris, Yani Ioannou, Catherine Lebel, John Lysack, Leslie Salgado Arzuaga, Emma A. M. Stanley, Roberto Souza, Roberto Souza, Lana Wells, Tyler Williamson, Matthias Wilms, Zaman Wahid, Mark Ungrin, Marina L. Gavrilova, Mariana P. Bento

CoRR, 2024

Fairness in Healthcare: Assessing Data Bias and Algorithmic Fairness.

Farzaneh Dehghani, Nikita Malik, Joanna Lin, Sayeh Bayat, Mariana P. Bento

Proceedings of the 20th International Symposium on Medical Information Processing and Analysis, 2024

2022

Joint brain tumor segmentation from multi MR sequences through a deep convolutional neural network.

Farzaneh Dehghani, Alireza Karimian, Hossein Arabi

CoRR, 2022

2020

Assessing the Bone Age of Children in an Automatic Manner Newborn to 18 Years Range.

Farzaneh Dehghani, Alireza Karimian, Mehri Sirous

J. Digit. Imaging, 2020