Machine Learning Decision Tree Models for Differentiation of Posterior Fossa Tumors Using Diffusion Histogram Analysis and Structural MRI Findings

by Seyedmehdi Payabvash, Seyedmehdi Payabvash, Mariam Aboian, Mariam Aboian, Tarik Tihan, Soonmee Cha
Published 2020-02-01

A case of post angiography subdural collection contrast enhancement: Time course of attenuation reduction

by Abhi Jain, DPT, MEd, Seyedmehdi Payabvash, MD
Published 2019-03-01

Infantile bladder rupture during voiding cystourethrography

by Abdol M. Kajbafzadeh, Parisa Saeedi, Ali R. Sina, Seyedmehdi Payabvash, Amirali H. Salmasi
Published 2007-08-01

White Matter Connectome Correlates of Auditory Over-Responsivity: Edge Density Imaging and Machine-Learning Classifiers

by Seyedmehdi Payabvash, Seyedmehdi Payabvash, Eva M. Palacios, Julia P. Owen, Maxwell B. Wang, Teresa Tavassoli, Molly Gerdes, Annie Brandes-Aitken, Pratik Mukherjee, Pratik Mukherjee, Elysa J. Marco, Elysa J. Marco
Published 2019-03-01

Fluid dynamics simulations show that facial masks can suppress the spread of COVID-19 in indoor environments

by Ali Khosronejad, Christian Santoni, Kevin Flora, Zexia Zhang, Seokkoo Kang, Seyedmehdi Payabvash, Fotis Sotiropoulos
Published 2020-12-01

Stroke atlas of the brain: Voxel-wise density-based clustering of infarct lesions topographic distribution

by Yanlu Wang, Julia M. Juliano, Sook-Lei Liew, Alexander M. McKinney, Seyedmehdi Payabvash
Published 2019-01-01

Hospital acquired pneumonia is linked to right hemispheric peri-insular stroke.

by André Kemmling, Michael H Lev, Seyedmehdi Payabvash, Rebecca A Betensky, Jing Qian, Shihab Masrur, Lee H Schwamm
Published 2013-01-01

A Fully Automated Method for Segmenting Arteries and Quantifying Vessel Radii on Magnetic Resonance Angiography Images of Varying Projection Thickness

by Sivakami Avadiappan, Seyedmehdi Payabvash, Melanie A. Morrison, Angela Jakary, Christopher P. Hess, Christopher P. Hess, Janine M. Lupo
Published 2020-06-01

A user-guided tool for semi-automated cerebral microbleed detection and volume segmentation: Evaluating vascular injury and data labelling for machine learning

by Melanie A. Morrison, Seyedmehdi Payabvash, Yicheng Chen, Sivakami Avadiappan, Mihir Shah, Xiaowei Zou, Christopher P. Hess, Janine M. Lupo
Published 2018-01-01

Diffusion tensor tractography in children with sensory processing disorder: Potentials for devising machine learning classifiers

by Seyedmehdi Payabvash, Eva M. Palacios, Julia P. Owen, Maxwell B. Wang, Teresa Tavassoli, Molly Gerdes, Anne Brandes-Aitken, Elysa J. Marco, Pratik Mukherjee
Published 2019-01-01

Potential Added Value of PET/CT Radiomics for Survival Prognostication beyond AJCC 8th Edition Staging in Oropharyngeal Squamous Cell Carcinoma

by Stefan P. Haider, Tal Zeevi, Philipp Baumeister, Christoph Reichel, Kariem Sharaf, Reza Forghani, Benjamin H. Kann, Benjamin L. Judson, Manju L. Prasad, Barbara Burtness, Amit Mahajan, Seyedmehdi Payabvash
Published 2020-07-01

Improved outcome prediction using CT angiography in addition to standard ischemic stroke assessment: results from the STOPStroke study.

by R Gilberto González, Michael H Lev, Gregory V Goldmacher, Wade S Smith, Seyedmehdi Payabvash, Gordon J Harris, Elkan F Halpern, Walter J Koroshetz, Erica C S Camargo, William P Dillon, Karen L Furie
Published 2012-01-01

Prediction of post-radiotherapy locoregional progression in HPV-associated oropharyngeal squamous cell carcinoma using machine-learning analysis of baseline PET/CT radiomics

by Stefan P. Haider, Kariem Sharaf, Tal Zeevi, Philipp Baumeister, Christoph Reichel, Reza Forghani, Benjamin H. Kann, Alexandra Petukhova, Benjamin L. Judson, Manju L. Prasad, Chi Liu, Barbara Burtness, Amit Mahajan, Seyedmehdi Payabvash
Published 2021-01-01

Site-Specific Variation in Radiomic Features of Head and Neck Squamous Cell Carcinoma and Its Impact on Machine Learning Models

by Xiaoyang Liu, Farhad Maleki, Nikesh Muthukrishnan, Katie Ovens, Shao Hui Huang, Almudena Pérez-Lara, Griselda Romero-Sanchez, Sahir Rai Bhatnagar, Avishek Chatterjee, Marc Philippe Pusztaszeri, Alan Spatz, Gerald Batist, Seyedmehdi Payabvash, Stefan P. Haider, Amit Mahajan, Caroline Reinhold, Behzad Forghani, Brian O’Sullivan, Eugene Yu, Reza Forghani
Published 2021-07-01