no code implementations • 3 Feb 2021 • Md. Kamrul Hasan, Shidhartho Roy, Chayan Mondal, Md. Ashraful Alam, Md. Toufick E Elahi, Aishwariya Dutta, S. M. Taslim Uddin Raju, Md. Tasnim Jawad, Mohiuddin Ahmad
For the recognition sub-network, the outputs of three fully connected layers, utilizing feature maps of two encoders and FFM, are aggregated to obtain a final lesion class.
no code implementations • 3 Feb 2021 • Tarun Kanti Ghosh, Md. Kamrul Hasan, Shidhartho Roy, Md. Ashraful Alam, Eklas Hossain, Mohiuddin Ahmad
Accurate and robust whole heart substructure segmentation is crucial in developing clinical applications, such as computer-aided diagnosis and computer-aided surgery.
2 code implementations • 21 Jul 2020 • Md. Kamrul Hasan, Md. Ashraful Alam, Md. Toufick E Elahi, Shidhartho Roy, Sifat Redwan Wahid
Our source codes and model are publicly available at https://github. com/kamruleee51/CVR-Net.
no code implementations • 23 Jul 2019 • Aimon Rahman, Hasib Zunair, M. Sohel Rahman, Jesia Quader Yuki, Sabyasachi Biswas, Md. Ashraful Alam, Nabila Binte Alam, M. R. C. Mahdy
The evaluation metric accuracy and loss along with 5-fold cross validation was used to compare and select the best performing architecture.