Wiem Safta

According to our database, Wiem Safta authored at least 7 papers between 2018 and 2024.

Collaborative distances:

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

2024

Advancing Pulmonary Nodule Diagnosis by Integrating Engineered and Deep Features Extracted from CT Scans.

Wiem Safta, Ahmed Shaffie

Algorithms, April, 2024

2023

Masked Image Modeling Advances 3D Medical Image Analysis.

Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Mariann Micsinai Balan, Kevin Brown

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

2022

Masked Image Modeling Advances 3D Medical Image Analysis.

Zekai Chen, Devansh Agarwal, Kshitij Aggarwal, Wiem Safta, Mariann Micsinai Balan, Venkat Sethuraman, Kevin Brown

CoRR, 2022

Lung Nodules Identification in CT Scans Using Multiple Instance Learning.

Wiem Safta, Hichem Frigui

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

Lung Nodule Malignancy Prediction in Sequential CT Scans: Summary of ISBI 2018 Challenge.

Yoganand Balagurunathan, Andrew Beers, Michael F. McNitt-Gray, Lubomir M. Hadjiiski, Sandy Napel, Dmitry B. Goldgof, Gustavo Pérez, Pablo Arbeláez, Alireza Mehrtash, Tina Kapur, Ehwa Yang, Jung Won Moon, Gabriel Bernardino Perez, Ricard Delgado-Gonzalo, Mohammad Mehdi Farhangi, Amir A. Amini, Renkun Ni, Xue Feng, Aditya Bagari, Kiran Vaidhya, Benjamin Veasey, Wiem Safta, Hichem Frigui, Joseph Enguehard, Ali Gholipour, Laura Silvana Castillo, Laura Alexandra Daza, Paul F. Pinsky, Jayashree Kalpathy-Cramer, Keyvan Farahani

IEEE Trans. Medical Imaging, 2021

2019

Multiple Instance Learning for Malignant vs. Benign Classification of Lung Nodules in Thoracic Screening Ct Data.

Wiem Safta, Mohammad Mehdi Farhangi, Benjamin Veasey, Amir A. Amini, Hichem Frigui

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

2018

Multiple Instance Learning for Benign vs. Malignant Classification of Lung Nodules in CT Scans.

Wiem Safta, Hichem Frigui

Proceedings of the 2018 IEEE International Symposium on Signal Processing and Information Technology (ISSPIT), 2018