Maged Goubran

23 papers B 2Journal 19Unranked 2
YearRankTypeTitle / Venue / Authors
2025 J jnl
A generalizable 3D framework and model for self-supervised learning in medical imaging.
CoRR
Tony Xu, Sepehr Hosseini, Chris Anderson, Anthony Rinaldi, Rahul G. Krishnan, Anne L. Martel, Maged Goubran
2025 J jnl
A generalizable 3D framework and model for self-supervised learning in medical imaging.
npj Digit. Medicine
Tony Xu, Sepehr Hosseini, Chris Anderson, Anthony Rinaldi, Rahul G. Krishnan, Anne L. Martel, Maged Goubran
2025 J jnl
A robust generalizable device-agnostic deep learning model for sleep-wake determination from triaxial wrist accelerometry.
CoRR
Nasim Montazeri, Stone Yang, Dominik Luszczynski, John Zhang, Dharmendra Gurve, Andrew Centen, Maged Goubran, Andrew S. P. Lim
2025 J jnl
ModalTune: Fine-Tuning Slide-Level Foundation Models with Multi-Modal Information for Multi-task Learning in Digital Pathology.
CoRR
Vishwesh Ramanathan, Tony Xu, Pushpak Pati, Faruk Ahmed, Maged Goubran, Anne L. Martel
2025 J jnl
SELMA3D challenge: Self-supervised learning for 3D light-sheet microscopy image segmentation.
CoRR
Ying Chen, Rami Al-Maskari, Izabela Horvath, Mayar Ali, Luciano Höher, Kaiyuan Yang, Zengming Lin, Zhiwei Zhai, Mengzhe Shen, Dejin Xun, Yi Wang, Tony Xu, Maged Goubran, Yunheng Wu, Kensaku Mori, Johannes C. Paetzold, Ali Ertürk
2024 J jnl
A Robust Ensemble Algorithm for Ischemic Stroke Lesion Segmentation: Generalizability and Clinical Utility Beyond the ISLES Challenge.
CoRR
Ezequiel de la Rosa, Mauricio Reyes, Sook-Lei Liew, Alexandre Hutton, Roland Wiest, Johannes Kaesmacher, Uta Hanning, Arsany Hakim, Richard Zubal, Waldo Valenzuela, David Robben, Diana Maria Sima, Vincenzo Anania, Arne Brys, James A. Meakin, Anne Mickan, Gabriel Broocks, Christian Heitkamp, Shengbo Gao, Kongming Liang, Ziji Zhang, Md Mahfuzur Rahman Siddiquee, Andriy Myronenko, Pooya Ashtari, Sabine Van Huffel, Hyun-su Jeong, Chiho Yoon, Chulhong Kim, Jiayu Huo, Sébastien Ourselin, Rachel Sparks, Albert Clèrigues, Arnau Oliver, Xavier Lladó, Liam F. Chalcroft, Ioannis Pappas, Jeroen Bertels, Ewout Heylen, Juliette Moreau, Nima Hatami, Carole Frindel, Abdul Qayyum, Moona Mazher, Domenec Puig, Shao-Chieh Lin, Chun-Jung Juan, Tianxi Hu, Lyndon Boone, Maged Goubran, Yi-Jui Liu, Susanne Wegener, Florian Kofler, Ivan Ezhov, Suprosanna Shit, Moritz Roman Hernandez Petzsche, Bjoern H. Menze, Jan S. Kirschke, Benedikt Wiestler
2024 J jnl
Mamba-based Deep Learning Approaches for Sleep Staging on a Wireless Multimodal Wearable System without Electroencephalography.
CoRR
Andrew H. Zhang, Alex He-Mo, Richard Fei Yin, Chunlin Li, Yuzhi Tang, Dharmendra Gurve, Nasim Montazeri Ghahjaverestan, Maged Goubran, Bo Wang, Andrew S. P. Lim
2024 J jnl
Network response of brain microvasculature to neuronal stimulation.
NeuroImage
James R. Mester, Matthew Rozak, Adrienne Dorr, Maged Goubran, John G. Sled, Bojana Stefanovic
2023 J jnl
Changes in the Cerebello-Thalamo-Cortical Network After Magnetic Resonance-Guided Focused Ultrasound Thalamotomy.
Brain Connect.
Christian Thaler, Qiyuan Tian, Max Wintermark, Pejman Ghanouni, Casey H. Halpern, Jaimie M. Henderson, Raag D. Airan, Michael Zeineh, Maged Goubran, Christoph Leuze, Jens Fiehler, Kim Butts-Pauly, Jennifer A. McNab
2023 — conf
Masked Image Modeling for Label-Efficient Segmentation in Two-Photon Excitation Microscopy.
MILLanD@MICCAI
Tony Xu, Matthew Rozak, Emmanuel E. Ntiri, Adrienne Dorr, James R. Mester, Bojana Stefanovic, Anne L. Martel, Maged Goubran
2023 J jnl
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI.
NeuroImage
Lyndon Boone, Mahdi Biparva, Parisa Mojiri Forooshani, Joel Ramirez, Mario Masellis, Robert Bartha, Sean Symons, Stephen C. Strother, Sandra E. Black, Chris Heyn, Anne L. Martel, Richard H. Swartz, Maged Goubran
2022 J jnl
ROOD-MRI: Benchmarking the robustness of deep learning segmentation models to out-of-distribution and corrupted data in MRI.
CoRR
Lyndon Boone, Mahdi Biparva, Parisa Mojiri Forooshani, Joel Ramirez, Mario Masellis, Robert Bartha, Sean Symons, Stephen C. Strother, Sandra E. Black, Chris Heyn, Anne L. Martel, Richard H. Swartz, Maged Goubran
2021 J jnl
Comparison of diffusion MRI and CLARITY fiber orientation estimates in both gray and white matter regions of human and primate brain.
NeuroImage
Christoph Leuze, Maged Goubran, Muhamed Barakovic, Markus Aswendt, Qiyuan Tian, Brian Hsueh, A. Crow, E. M. M. Weber, Gary Steinberg, Michael Zeineh, E. D. Plowey, Alessandro Daducci, Giorgio M. Innocenti, Jean-Philippe Thiran, Karl Deisseroth, Jennifer A. McNab
2021 J jnl
Improved Segmentation of the Intracranial and Ventricular Volumes in Populations with Cerebrovascular Lesions and Atrophy Using 3D CNNs.
Neuroinformatics
Emmanuel E. Ntiri, Melissa F. Holmes, Parisa Mojiri Forooshani, Joel Ramirez, Fuqiang Gao, Miracle Ozzoude, Sabrina Adamo, Christopher J. M. Scott, Dar Dowlatshahi, Jane M. Lawrence-Dewar, Donna Kwan, Anthony E. Lang, Sean Symons, Robert Bartha, Stephen C. Strother, Jean-Claude Tardif, Mario Masellis, Richard H. Swartz, Alan R. Moody, Sandra E. Black, Maged Goubran
2020 J jnl
Improving cardiac MRI convolutional neural network segmentation on small training datasets and dataset shift: A continuous kernel cut approach.
Medical Image Anal.
Fumin Guo, Matthew Ng, Maged Goubran, Steffen E. Petersen, Stefan K. Piechnik, Stefan Neubauer, Graham A. Wright
2020 J jnl
Longitudinal alteration of cortical thickness and volume in high-impact sports.
NeuroImage
Brian D. Mills, Maged Goubran, Sherveen N. Parivash, Emily L. Dennis, Paymon Rezaii, Carolyn Akers, Wei Bian, Lex A. Mitchell, Brian Boldt, David Douglas, Sohrab Sami, Nicole Mouchawar, Eugene W. Wilson, Phil DiGiacomo, Mansi B. Parekh, Huy Do, Jaime Lopez, Jarrett Rosenberg, Michael Zeineh
2019 — conf
Non-Binary Approaches for Classification of Amyloid Brain PET.
ISMVL
Katherine Zukotvnski, Vincent C. Gaudet, Phillip Kuo, Sabrina Adamo, Maged Goubran, Christian Bocti, Michael Borrie, Howard Chertkow, Richard Frayne, Robin Hsiung, Robert Laforce Jr., Michael D. Noseworthy, Frank S. Prato, Jim D. Sahlas, Christopher Scott, Eric E. Smith, Vesna Sossi, Alexander Thiel, Jean-Paul Soucy, Jean-Claude Tardif, Sandra E. Black
2017 J jnl
The separate effects of lipids and proteins on brain MRI contrast revealed through tissue clearing.
NeuroImage
Christoph Leuze, Markus Aswendt, Emily Ferenczi, Corey W. Liu, Brian Hsueh, Maged Goubran, Qiyuan Tian, Gary Steinberg, Michael M. Zeineh, Karl Deisseroth, Jennifer A. McNab
2016 J jnl
Individual feature maps: a patient-specific analysis tool with applications in temporal lobe epilepsy.
Int. J. Comput. Assist. Radiol. Surg.
Diego Cantor-Rivera, John S. H. Baxter, Sandrine de Ribaupierre, Jonathan C. Lau, Seyed M. Mirsattari, Maged Goubran, Jorge G. Burneo, David A. Steven, Terry M. Peters, Ali R. Khan
2015 J jnl
Detection of temporal lobe epilepsy using support vector machines in multi-parametric quantitative MR imaging.
Comput. Medical Imaging Graph.
Diego Cantor-Rivera, Ali R. Khan, Maged Goubran, Seyed M. Mirsattari, Terry M. Peters
2013 J jnl
Image registration of ex-vivo MRI to sparsely sectioned histology of hippocampal and neocortical temporal lobe specimens.
NeuroImage
Maged Goubran, Cathie Crukley, Sandrine de Ribaupierre, Terence M. Peters, Ali R. Khan
2012 B conf
Robust registration of sparsely sectioned histology to ex-vivo MRI of temporal lobe resections.
Image Processing
Maged Goubran, Ali R. Khan, Cathie Crukley, Susan Buchanan, Brendan Santyr, Sandrine de Ribaupierre, Terry M. Peters
2010 B conf
Detection of small human cerebral cortical lesions with MRI under different levels of Gaussian smoothing: applications in epilepsy.
Image Processing
Diego Cantor-Rivera, Maged Goubran, Alan Kraguljac, Robert Bartha, Terry M. Peters