Automatic classification of cardioembolic and arteriosclerotic ischemic strokes from apparent diffusion coefficient datasets using texture analysis and deep learning. - Javier Villafruela; Sebastian Crites; Bastian Cheng; Christian Knaack; Götz Thomalla; Bijoy K. Menon; Nils Daniel Forkert (Computer-Aided Diagnosis, 2017)

Longitudinal Analysis of Pre-Term Neonatal Cerebral Ventricles From 3D Ultrasound Images Using Spatial-Temporal Deformable Registration. - Wu Qiu; Yimin Chen; Jessica Kishimoto; Sandrine de Ribaupierre; Bernard Chiu; Aaron Fenster; Bijoy K. Menon; Jing Yuan 001 (IEEE Trans. Medical Imaging, 2017)

Joint Segmentation of Intracerebral Hemorrhage and Infarct from Non-Contrast CT Images of Post-treatment Acute Ischemic Stroke Patients. - Hulin Kuang; Mohamed Najm; Bijoy K. Menon; Wu Qiu (MICCAI (3), 2018)

Automated Infarct Segmentation from Follow-up Non-Contrast CT Scans in Patients with Acute Ischemic Stroke Using Dense Multi-Path Contextual Generative Adversarial Network. - Hulin Kuang; Bijoy K. Menon; Wu Qiu (MICCAI (3), 2019)

Segmenting Hemorrhagic and Ischemic Infarct Simultaneously From Follow-Up Non-Contrast CT Images in Patients With Acute Ischemic Stroke. - Hulin Kuang; Bijoy K. Menon; Wu Qiu (IEEE Access, 2019)

Automated brain extraction from head CT and CTA images using convex optimization with shape propagation. - Mohamed Najm; Hulin Kuang; Alyssa Federico; Uzair Jogiat; Mayank Goyal; Michael D. Hill; Andrew Demchuk; Bijoy K. Menon; Wu Qiu (Comput. Methods Programs Biomed., 2019)

Sparse-view CT perfusion with filtered back projection image reconstruction. - Kevin J. Chung; Bijoy K. Menon; Ting-Yim Lee (Biomedical Applications in Molecular, Structural, and Functional Imaging, 2020)

EIS-Net: Segmenting early infarct and scoring ASPECTS simultaneously on non-contrast CT of patients with acute ischemic stroke. - Hulin Kuang; Bijoy K. Menon; Sung Il Sohn; Wu Qiu (Medical Image Anal., 2021)

Evaluating nnU-Net for early ischemic change segmentation on non-contrast computed tomography in patients with Acute Ischemic Stroke. - Houssam El-Hariri; Luis A. Souto Maior Neto; Petra Cimflova; Fouzi Bala; Rotem Golan; Alireza Sojoudi; Chris Duszynski; Ibukun Elebute; Seyed Hossein Mousavi; Wu Qiu; Bijoy K. Menon (Comput. Biol. Medicine, 2022)

Synchronous Image-Label Diffusion Probability Model with Application to Stroke Lesion Segmentation on Non-contrast CT. - Jianhai Zhang; Tonghua Wan; M. Ethan MacDonald; Bijoy K. Menon; Aravind Ganesh; Qiu Wu (CoRR, 2023)

SPD matrices representing artery anatomy for first-pass effect prediction by aggregated networks with multi-scale attentions. - Jianhai Zhang; Fouzi Bala; Petra Cimflova; Nishita Singh; Faysal Benali; Michael D. Hill; Bijoy K. Menon; Wu Qiu (Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2023)

Radiation Dose Reduction in Computed Tomography Perfusion of Acute Ischemic Stroke Patients Using a Denoising Autoencoder. - Pattarawut Charatpangoon; Pauline Delannoy; Connor McDougall; Fernando Vega; Aashka Mohite; Philip Barber; Bijoy K. Menon; Aravind Ganesh; M. Ethan MacDonald (ISBI, 2024)

Synchronous Image-Label Diffusion with Anisotropic Noise for Stroke Lesion Segmentation on Non-Contrast CT. - Jianhai Zhang; Tonghua Wan; M. Ethan MacDonald; Bijoy K. Menon; Wu Qiu; Aravind Ganesh (MICCAI (2), 2024)

Tiny-objective segmentation for spot signs on multi-phase CT angiography via contrastive learning with dynamic-updated positive-negative memory banks. - Jianhai Zhang; Mackenzie Horn; Koji Tanaka; Fouzi Bala; Nishita Singh; Faysal Benali; Aravind Ganesh; Andrew Demchuk; Bijoy K. Menon; Wu Qiu (Comput. Biol. Medicine, 2025)