Shahab Aslani - RankMe

19 papers Journal 13Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Association of Progressive PPFE and Mortality in Lung Cancer Screening Cohorts. CoRR Shahab Aslani, Mehran Azimbagirad, Daryl Cheng, Daisuke Yamada, Ryoko Egashira, Adam Szmul, Justine Chan-Fook, Robert Chapman, Alfred Chung Pui So, Shanshan Wang, John McCabe, Tianqi Yang, Jose M. Brenes, Eyjolfur Gudmundsson, SUMMIT Consortium, Susan M. Astley, Daniel C. Alexander, Sam M. Janes, Joseph Jacob
2026	J	`jnl`	Multiscale segmentation using hierarchical phase-contrast tomography and deep learning. PLoS Comput. Biol. Yang Zhou, Shahab Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, Alexandre Bellier, Maximilian Ackermann, Paul Tafforeau, Peter D. Lee, Claire L. Walsh
2025	J	`jnl`	A computationally frugal open-source foundation model for thoracic disease detection in lung cancer screening programs. CoRR Niccolò McConnell, Pardeep Vasudev, Daisuke Yamada, Daryl Cheng, Mehran Azimbagirad, John McCabe, Shahab Aslani, Ahmed H. Shahin, Yukun Zhou, SUMMIT Consortium, André Altmann, Yipeng Hu, Paul Taylor, Sam M. Janes, Daniel C. Alexander, Joseph Jacob
2024	J	`jnl`	Enhancing cancer prediction in challenging screen-detected incident lung nodules using time-series deep learning. Comput. Medical Imaging Graph. 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
2024	—	`conf`	Spectral Transition Evaluation and Heatmap Extraction for Deep Learning Classifiers. MICAD Mehran Azimbagirad, Pardeep Vasudev, Adam Szmul, John McCabe, Shahab Aslani, Niccolò McConnell, Brintha Selvarajah, Amyn Bhamani, Daniel C. Alexander, Joseph Jacob
2023	J	`jnl`	A hybrid CNN-RNN approach for survival analysis in a Lung Cancer Screening study. CoRR Yaozhi Lu, Shahab Aslani, An Zhao, Ahmed H. Shahin, David Barber, Mark Emberton, Daniel C. Alexander, Joseph Jacob
2023	J	`jnl`	Deep Learning for Vascular Segmentation and Applications in Phase Contrast Tomography Imaging. CoRR 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 L. Walsh
2022	J	`jnl`	Deep Learning-Based Long Term Mortality Prediction in the National Lung Screening Trial. IEEE Access Yaozhi Lu, Shahab Aslani, Mark Emberton, Daniel C. Alexander, Joseph Jacob
2022	J	`jnl`	Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning. CoRR 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
2022	—	`conf`	Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors. MICAD Shahab Aslani, Watjana Lilaonitkul, Vaishnavi Gnanananthan, Divya Raj, Bojidar Rangelov, Alexandra L. Young, Yipeng Hu, Paul Taylor, Daniel C. Alexander, Joseph Jacob
2022	J	`jnl`	Optimising Chest X-Rays for Image Analysis by Identifying and Removing Confounding Factors. CoRR Shahab Aslani, Watjana Lilaonitkul, Vaishnavi Gnanananthan, Divya Raj, Bojidar Rangelov, Alexandra L. Young, Yipeng Hu, Paul Taylor, Daniel C. Alexander, Joseph Jacob
2020	—	`—`	Deep learning approaches for segmentation of multiple sclerosis lesions on brain MRI. Shahab Aslani
2020	—	`conf`	Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. ISBI Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
2019	J	`jnl`	Multi-branch convolutional neural network for multiple sclerosis lesion segmentation. NeuroImage Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
2019	—	`conf`	Multiple Organs Segmentation in Abdomen CT Scans Using a Cascade of CNNs. ICIAP (1) Muhammad Usman Akbar, Shahab Aslani, Vittorio Murino, Diego Sona
2019	J	`jnl`	Scanner Invariant Multiple Sclerosis Lesion Segmentation from MRI. CoRR Shahab Aslani, Vittorio Murino, Michael Dayan, Roger C. Tam, Diego Sona, Ghassan Hamarneh
2018	—	`conf`	Deep 2D Encoder-Decoder Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation in Brain MRI. BrainLes@MICCAI (1) Shahab Aslani, Michael Dayan, Vittorio Murino, Diego Sona
2018	J	`jnl`	Multi-branch Convolutional Neural Network for Multiple Sclerosis Lesion Segmentation. CoRR Shahab Aslani, Michael Dayan, Loredana Storelli, Massimo Filippi, Vittorio Murino, Maria Assunta Rocca, Diego Sona
2016	J	`jnl`	A new supervised retinal vessel segmentation method based on robust hybrid features. Biomed. Signal Process. Control. Shahab Aslani, Haldun Sarnel