Walia Farzana

14 papers Journal 4Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Technological Evolvement in AAC Modalities to Foster Communications of Verbally Challenged ASD Children: A Systematic Review.
IEEE Access
Walia Farzana, Farhana Sarker, Tom Chau, Khondaker Abdullah Al Mamun
2024 J jnl
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction.
IEEE J. Biomed. Health Informatics
Md. Shibly Sadique, Walia Farzana, Ahmed G. Temtam, E. Lappinen, Arastoo Vossough, Khan M. Iftekharuddin
2023 J jnl
Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction.
CoRR
Md. Shibly Sadique, Walia Farzana, Ahmed G. Temtam, E. Lappinen, Arastoo Vossough, Khan M. Iftekharuddin
2023 — conf
Brain Tumor Segmentation: Glioma Segmentation in Sub-Saharan Africa Patients Using nnU-Net.
BraTS/CrossMoDA@MICCAI
Md. Shibly Sadique, Md Monibor Rahman, Walia Farzana, Alexander M. Glandon, Ahmed G. Temtam, Khan M. Iftekharuddin
2023 — conf
Class activation mapping and uncertainty estimation in multi-organ segmentation.
Computer-Aided Diagnosis
Md. Shibly Sadique, Walia Farzana, Ahmed G. Temtam, Khan M. Iftekharuddin
2023 — conf
Local Synthesis of Healthy Brain Tissue Using an Enhanced 3D Pix2Pix Model for Medical Image Inpainting.
BraTS/CrossMoDA@MICCAI
Md. Shibly Sadique, Md Monibor Rahman, Walia Farzana, Alexander M. Glandon, Ahmed G. Temtam, Khan M. Iftekharuddin
2023 — conf
Pediatric Brain Tumor Segmentation Using Multiresolution Fractal Deep Neural Network.
BraTS/CrossMoDA@MICCAI
Ahmed G. Temtam, Md. Shibly Sadique, Md Monibor Rahman, Walia Farzana, Khan M. Iftekharuddin
2023 J jnl
Prediction of Rapid Early Progression and Survival Risk with Pre-Radiation MRI in WHO Grade 4 Glioma Patients.
CoRR
Walia Farzana, Mustafa M. Basree, Norou Diawara, Zeina A. Shboul, Sagel Dubey, Marie M. Lockhart, Mohamed Hamza, Joshua D. Palmer, Khan M. Iftekharuddin
2022 — conf
Brain Tumor Segmentation Using Neural Ordinary Differential Equations with UNet-Context Encoding Network.
BrainLes@MICCAI
Md. Shibly Sadique, Md Monibor Rahman, Walia Farzana, Ahmed G. Temtam, Khan M. Iftekharuddin
2022 — conf
Uncertainty estimation in classification of MGMT using radiogenomics for glioblastoma patients.
Computer-Aided Diagnosis
Walia Farzana, Zeina A. Shboul, Ahmed G. Temtam, Khan M. Iftekharuddin
2021 — conf
Brain Tumor Segmentation Using UNet-Context Encoding Network.
BrainLes@MICCAI (1)
Md Monibor Rahman, Md. Shibly Sadique, Ahmed G. Temtam, Walia Farzana, Lasitha Vidyaratne, Khan M. Iftekharuddin
2021 — conf
Radiogenomic Prediction of MGMT Using Deep Learning with Bayesian Optimized Hyperparameters.
BrainLes@MICCAI (2)
Walia Farzana, Ahmed G. Temtam, Zeina A. Shboul, Md Monibor Rahman, Md. Shibly Sadique, Khan M. Iftekharuddin
2020 — conf
An Evaluation of Augmentative and Alternative Communication Research for ASD Children in Developing Countries: Benefits and Barriers.
HCI (49)
Walia Farzana, Farhana Sarker, Quazi Delwar Hossain, Tom Chau, Khondaker Abdullah Al Mamun
2020 — conf
Communication Support Utilizing AAC for Verbally Challenged Children in Developing Countries During COVID-19 Pandemic.
HCI (49)
Walia Farzana, Farhana Sarker, Ravi Vaidyanathan, Tom Chau, Khondaker Abdullah Al Mamun