Shahab Aslani

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Magnetic Resonance Images

Lesion Segmentation

Top Venues

Biomed. Signal Process. Control.

Publications

Shahab Aslani, Pavan Alluri, Eyjolfur Gudmundsson, Edward Chandy, John McCabe, Anand Devaraj, Carolyn Horst, Sam M. Janes, Rahul Chakkara, Daniel C. Alexander, Arjun Nair, Joseph Jacob
Enhancing cancer prediction in challenging screen-detected incident lung nodules using time-series deep learning. Comput. Medical Imaging Graph. 116 (2024)
Ekin Yagis, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, Alexandre Bellier, Christopher Werlein, Maximilian Ackermann, Danny Jonigk, Paul Tafforeau, Peter D. Lee, Claire Walsh
Deep Learning for Vascular Segmentation and Applications in Phase Contrast Tomography Imaging. CoRR (2023)
Yaozhi Lu, Shahab Aslani, An Zhao, Ahmed H. Shahin, David Barber, Mark Emberton, Daniel C. Alexander, Joseph Jacob
A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study. CoRR (2023)
Shahab Aslani, Watjana Lilaonitkul, Vaishnavi Gnanananthan, Divya Raj, Bojidar Rangelov, Alexandra L. Young, Yipeng Hu, Paul Taylor, Daniel C. Alexander, Joseph Jacob
Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors. CoRR (2022)
Shahab Aslani, Pavan Alluri, Eyjolfur Gudmundsson, Edward Chandy, John McCabe, Anand Devaraj, Carolyn Horst, Sam M. Janes, Rahul Chakkara, Arjun Nair, Daniel C. Alexander, SUMMIT consortium, Joseph Jacob
Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning. CoRR (2022)
Yaozhi Lu, Shahab Aslani, Mark Emberton, Daniel C. Alexander, Joseph Jacob
Deep Learning-Based Long Term Mortality Prediction in the National Lung Screening Trial. IEEE Access 10 (2022)
Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. ISBI (2020)
Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Multi-branch convolutional neural network for multiple sclerosis lesion segmentation. NeuroImage 196 (2019)
Muhammad Usman Akbar, Shahab Aslani, Vittorio Murino, Diego Sona
Multiple Organs Segmentation in Abdomen CT Scans Using a Cascade of CNNs. ICIAP (1) (2019)
Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. CoRR (2019)
Shahab Aslani, Michael Dayan, Vittorio Murino, Diego Sona
Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation in Brain MRI. BrainLes@MICCAI (1) (2018)
Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation. CoRR (2018)
Shahab Aslani, Haldun Sarnel
A new supervised retinal vessel segmentation method based on robust hybrid features. Biomed. Signal Process. Control. 30 (2016)