Fouzia Altaf

According to our database, Fouzia Altaf authored at least 6 papers between 2019 and 2023.

Collaborative distances:

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

2023

Pre-text Representation Transfer for Deep Learning with Limited Imbalanced Data : Application to CT-based COVID-19 Detection.

Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar

CoRR, 2023

2022

Pre-text Representation Transfer for Deep Learning with Limited and Imbalanced Data: Application to CT-Based COVID-19 Detection.

Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar

Proceedings of the Image and Vision Computing - 37th International Conference, 2022

2021

A novel augmented deep transfer learning for classification of COVID-19 and other thoracic diseases from X-rays.

Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua

Neural Comput. Appl., 2021

Boosting Deep Transfer Learning For Covid-19 Classification.

Fouzia Altaf, Syed M. S. Islam, Naeem Khalid Janjua, Naveed Akhtar

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Resetting the baseline: CT-based COVID-19 diagnosis with Deep Transfer Learning is not as accurate as widely thought.

Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar

Proceedings of the 2021 Digital Image Computing: Techniques and Applications, 2021

2019

Going Deep in Medical Image Analysis: Concepts, Methods, Challenges, and Future Directions.

Fouzia Altaf, Syed M. S. Islam, Naveed Akhtar, Naeem Khalid Janjua

IEEE Access, 2019