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

[BibT_eX]

[DOI]

Siddhesh P. Thakur

Jimit Doshi

NeuroImage, 2020

Community-Centric Brokerage-Aware Access Control for Online Social Networks.

[BibT_eX]

[DOI]

Future Gener. Comput. Syst., 2020

Deep Radiomic Analysis to Predict Gleason Score in Prostate Cancer.

[BibT_eX]

[DOI]

Ahmad Chaddad

Michael J. Kucharczyk

IEEE Access, 2020

Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2020: Image-Guided Procedures, 2020

2019

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

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2019

Deep radiomic features from MRI scans predict survival outcome of recurrent glioblastoma.

[BibT_eX]

[DOI]

CoRR, 2019

Prediction of overall survival and molecular markers in gliomas via analysis of digital pathology images using deep learning.

[BibT_eX]

[DOI]

Saima Rathore

Muhammad Aksam Iftikhar

Zissimos Mourelatos

CoRR, 2019

Radiopathomics: Integration of radiographic and histologic characteristics for prognostication in glioblastoma.

[BibT_eX]

[DOI]

Saima Rathore

Muhammad Aksam Iftikhar

Metin N. Gurcan

Zissimos Mourelatos

CoRR, 2019

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

[BibT_eX]

[DOI]

Muhammad Aksam Iftikhar

Doug Young Suh

IEEE Access, 2019

Imaging Signature of 1p/19q Co-deletion Status Derived via Machine Learning in Lower Grade Glioma.

[BibT_eX]

[DOI]

Saima Rathore

Ahmad Chaddad

Nadeem Haider Bukhari

Tamim Niazi

Proceedings of the Radiomics and Radiogenomics in Neuro-oncology, 2019

Non-invasive transcriptomic classification of de novo Glioblastoma patients through multivariate quantitative analysis of baseline preoperative multimodal magnetic resonance imaging.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2019: Computer-Aided Diagnosis, San Diego, 2019

The Cancer Imaging Phenomics Toolkit (CaPTk): Technical Overview.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018

A multi-modal, multi-atlas-based approach for Alzheimer detection via machine learning.

[BibT_eX]

[DOI]

Muhammad Aksam Iftikhar

Int. J. Imaging Syst. Technol., 2018

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

[BibT_eX]

[DOI]

Malik Sajjad Ahmed Nadeem

Saima Rathore

IEEE Access, 2018

Automated Breast Cancer Detection Using Machine Learning Techniques by Extracting Different Feature Extracting Strategies.

[BibT_eX]

[DOI]

Proceedings of the 17th IEEE International Conference On Trust, 2018

Technical note: a radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Image-Guided Procedures, 2018

Deriving stable multi-parametric MRI radiomic signatures in the presence of inter-scanner variations: survival prediction of glioblastoma via imaging pattern analysis and machine learning techniques.

[BibT_eX]

[DOI]

Proceedings of the Medical Imaging 2018: Computer-Aided Diagnosis, 2018

Object Size Measurement through Images: An Application to Measuring Human Foot Size.

[BibT_eX]

[DOI]

Muhammad Ahmad Shahid

Muhammad Aksam Iftikhar

Zaheer Ahmad Gondal

Muhammad Adnan

Saima Rathore

Proceedings of the 2018 International Conference on Frontiers of Information Technology, 2018

2017

A review on neuroimaging-based classification studies and associated feature extraction methods for Alzheimer's disease and its prodromal stages.

[BibT_eX]

[DOI]

Saima Rathore

Mohamad Habes

Muhammad Aksam Iftikhar

Amanda Shacklett

Christos Davatzikos

NeuroImage, 2017

Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2017

2016

Visual object tracking - classical and contemporary approaches.

[BibT_eX]

[DOI]

Muhammad Aksam Iftikhar

Frontiers Comput. Sci., 2016

Segmentation of Gliomas in Pre-operative and Post-operative Multimodal Magnetic Resonance Imaging Volumes Based on a Hybrid Generative-Discriminative Framework.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2016

Ensemble Sparse Classification of Colon Cancer.

[BibT_eX]

[DOI]

Saima Rathore

Muhammad Aksam Iftikhar

Mehdi Hassan

Proceedings of the International Conference on Frontiers of Information Technology, 2016

2015

Novel structural descriptors for automated colon cancer detection and grading.

[BibT_eX]

[DOI]

Saima Rathore

Mutawarra Hussain

Muhammad Aksam Iftikhar

Abdul Jalil

Comput. Methods Programs Biomed., 2015

Automated colon cancer detection using hybrid of novel geometric features and some traditional features.

[BibT_eX]

[DOI]

Saima Rathore

Mutawarra Hussain

Asifullah Khan

Comput. Biol. Medicine, 2015

GLISTRboost: Combining Multimodal MRI Segmentation, Registration, and Biophysical Tumor Growth Modeling with Gradient Boosting Machines for Glioma Segmentation.

[BibT_eX]

[DOI]

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2015