Glioma Grading via Analysis of Digital Pathology Images Using Machine Learning

by Saima Rathore, Tamim Niazi, Muhammad Aksam Iftikhar, Ahmad Chaddad
Published 2020-03-01

Segmentation and Grade Prediction of Colon Cancer Digital Pathology Images Across Multiple Institutions

by Saima Rathore, Muhammad Aksam Iftikhar, Ahmad Chaddad, Tamim Niazi, Thomas Karasic, Michel Bilello
Published 2019-11-01

Multimodal Ensemble-Based Segmentation of White Matter Lesions and Analysis of Their Differential Characteristics across Major Brain Regions

by Saima Rathore, Tamim Niazi, Muhammad Aksam Iftikhar, Ashish Singh, Batool Rathore, Michel Bilello, Ahmad Chaddad
Published 2020-03-01

Applying Bayesian Network Approach to Determine the Association Between Morphological Features Extracted from Prostate Cancer Images

by Lal Hussain, Amjad Ali, Saima Rathore, Sharjil Saeed, Adnan Idris, Muhammad Usama Usman, Muhammad Aksam Iftikhar, Doug Young Suh
Published 2019-01-01

Multivariate Analysis of Preoperative Magnetic Resonance Imaging Reveals Transcriptomic Classification of de novo Glioblastoma Patients

by Saima Rathore, Saima Rathore, Hamed Akbari, Hamed Akbari, Spyridon Bakas, Spyridon Bakas, Spyridon Bakas, Jared M. Pisapia, Jared M. Pisapia, Gaurav Shukla, Gaurav Shukla, Jeffrey D. Rudie, Xiao Da, Ramana V. Davuluri, Nadia Dahmane, Donald M. O'Rourke, Christos Davatzikos, Christos Davatzikos
Published 2019-12-01

Deep Radiomic Analysis to Predict Gleason Score in Prostate Cancer

by Ahmad Chaddad, Michael J. Kucharczyk, Christian Desrosiers, Idowu Paul Okuwobi, Yousef Katib, Mingli Zhang, Saima Rathore, Paul Sargos, Tamim Niazi
Published 2020-01-01

Spatial Wavelet-Based Coherence and Coupling in EEG Signals With Eye Open and Closed During Resting State

by Lal Hussain, Wajid Aziz, Sharjil Saeed, Adnan Idris, Imtiaz Ahmad Awan, Saeed Arif Shah, Malik Sajjad Ahmad Nadeem, Saima Rathore
Published 2018-01-01

Magnetic Resonance Imaging Based Radiomic Models of Prostate Cancer: A Narrative Review

by Ahmad Chaddad, Michael J. Kucharczyk, Abbas Cheddad, Sharon E. Clarke, Lama Hassan, Shuxue Ding, Saima Rathore, Mingli Zhang, Yousef Katib, Boris Bahoric, Gad Abikhzer, Stephan Probst, Tamim Niazi
Published 2021-02-01

Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training

by Siddhesh Thakur, Jimit Doshi, Sarthak Pati, Saima Rathore, Chiharu Sako, Michel Bilello, Sung Min Ha, Gaurav Shukla, Adam Flanders, Aikaterini Kotrotsou, Mikhail Milchenko, Spencer Liem, Gregory S. Alexander, Joseph Lombardo, Joshua D. Palmer, Pamela LaMontagne, Arash Nazeri, Sanjay Talbar, Uday Kulkarni, Daniel Marcus, Rivka Colen, Christos Davatzikos, Guray Erus, Spyridon Bakas
Published 2020-10-01

Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs

by Dimitrios Bounias, Ashish Singh, Spyridon Bakas, Sarthak Pati, Saima Rathore, Hamed Akbari, Michel Bilello, Benjamin A. Greenberger, Joseph Lombardo, Rhea D. Chitalia, Nariman Jahani, Aimilia Gastounioti, Michelle Hershman, Leonid Roshkovan, Sharyn I. Katz, Bardia Yousefi, Carolyn Lou, Amber L. Simpson, Richard K. G. Do, Russell T. Shinohara, Despina Kontos, Konstantina Nikita, Christos Davatzikos
Published 2021-08-01