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M. Bilello · SciRah

Researcher profile · Semantic Scholar

M. Bilello

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M. Bilello — researcher profile on SciRah

h-index: 38
Works: 111
Citations: 13K

Most-cited papers

Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features
S. Bakas, H. Akbari, Aristeidis Sotiras, M. Bilello +5 more
2017Scientific Data3,089 citations Open access
Semantic Scholar
Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
S. Bakas, M. Reyes, A. Jakab, S. Bauer +419 more
2018arXiv.org2,123 citations
Semantic Scholar
The Medical Segmentation Decathlon
M. Antonelli, A. Reinke, S. Bakas, K. Farahani +54 more
2021Nature Communications1,658 citations Open access
Semantic Scholar
The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification
U. Baid, S. Ghodasara, S. Mohan, M. Bilello +99 more
2021arXiv.org1,221 citations
Semantic Scholar
A large annotated medical image dataset for the development and evaluation of segmentation algorithms
Amber L. Simpson, M. Antonelli, S. Bakas, M. Bilello +20 more
2019arXiv.org1,050 citations
Semantic Scholar
Federated learning enables big data for rare cancer boundary detection
Sarthak Pati, U. Baid, Brandon Edwards, Micah J. Sheller +275 more
2022Nature Communications403 citations Open access
Semantic Scholar
Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques.
Luke Macyszyn, H. Akbari, J. Pisapia, X. Da +13 more
2016Neuro-Oncology296 citations Open access
Semantic Scholar
GLISTR: Glioma Image Segmentation and Registration
A. Gooya, K. Pohl, M. Bilello, L. Cirillo +3 more
2012IEEE Transactions on Medical Imaging235 citations Open access
Semantic Scholar
The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics
S. Bakas, Chiharu Sako, H. Akbari, M. Bilello +28 more
2022Scientific Data222 citations Open access
Semantic Scholar
Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome
C. Davatzikos, Saima Rathore, S. Bakas, Sarthak Pati +21 more
2018Journal of Medical Imaging202 citations Open access
Semantic Scholar
Comparative Evaluation of Registration Algorithms in Different Brain Databases With Varying Difficulty: Results and Insights
Yang-Ming Ou, H. Akbari, M. Bilello, X. Da +1 more
2014IEEE Transactions on Medical Imaging171 citations Open access
Semantic Scholar
Epidermal Growth Factor Receptor Extracellular Domain Mutations in Glioblastoma Present Opportunities for Clinical Imaging and Therapeutic Development
Zev A. Binder, A. H. Thorne, S. Bakas, E. P. Wileyto +23 more
2018Cancer Cell157 citations Open access
Semantic Scholar
Imaging Surrogates of Infiltration Obtained Via Multiparametric Imaging Pattern Analysis Predict Subsequent Location of Recurrence of Glioblastoma
H. Akbari, Luke Macyszyn, X. Da, M. Bilello +6 more
2016Neurosurgery152 citations Open access
Semantic Scholar
Radiomic MRI signature reveals three distinct subtypes of glioblastoma with different clinical and molecular characteristics, offering prognostic value beyond IDH1
Saima Rathore, H. Akbari, M. Rozycki, K. Abdullah +8 more
2018Scientific Reports150 citations Open access
Semantic Scholar
Proposed Standardized Neurological Endpoints for Cardiovascular Clinical Trials: An Academic Research Consortium Initiative.
A. Lansky, S. Messé, A. Brickman, M. Dwyer +33 more
2017Journal of the American College of Cardiology132 citations Open access
Semantic Scholar
Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning
Saima Rathore, H. Akbari, J. Doshi, G. Shukla +4 more
2018Journal of Medical Imaging125 citations Open access
Semantic Scholar
Proposed Standardized Neurological Endpoints for Cardiovascular Clinical Trials: An Academic Research Consortium Initiative
A. Lansky, S. Messé, A. Brickman, M. Dwyer +33 more
2018European Heart Journal101 citations Open access
Semantic Scholar
Pattern Analysis of Dynamic Susceptibility Contrast MRI Reveals Peritumoral Tissue Heterogeneity
H. Akbari, Luke Macyszyn, X. Da, R. Wolf +4 more
2014Radiology96 citations Open access
Semantic Scholar
Direct Visualization of Short Transverse Relaxation Time Component (ViSTa)
S. Oh, M. Bilello, M. Schindler, C. Markowitz +2 more
2013NeuroImage93 citations Open access
Semantic Scholar
Histopathology-validated machine learning radiographic biomarker for non-invasive discrimination between true progression and pseudo-progression in glioblastoma
H. Akbari, Saima Rathore, S. Bakas, M. Nasrallah +16 more
2020Cancer91 citations Open access
Semantic Scholar
Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training
Siddhesh P. Thakur, J. Doshi, Sarthak Pati, Saima Rathore +20 more
2020NeuroImage87 citations Open access
Semantic Scholar
The Brain Tumor Sequence Registration (BraTS-Reg) Challenge: Establishing Correspondence Between Pre-Operative and Follow-up MRI Scans of Diffuse Glioma Patients
B. Baheti, Satrajit Chakrabarty, H. Akbari, M. Bilello +69 more
202174 citations
Semantic Scholar
Correlating Cognitive Decline with White Matter Lesion and Brain Atrophy MRI Measurements in Alzheimer’s Disease
M. Bilello, J. Doshi, S. Nabavizadeh, Jon B. Toledo +5 more
2015Journal of Alzheimer's Disease74 citations Open access
Semantic Scholar
Population-based MRI atlases of spatial distribution are specific to patient and tumor characteristics in glioblastoma
M. Bilello, H. Akbari, X. Da, J. Pisapia +5 more
2016NeuroImage: Clinical70 citations Open access
Semantic Scholar
Joint Segmentation and Deformable Registration of Brain Scans Guided by a Tumor Growth Model
A. Gooya, K. Pohl, M. Bilello, G. Biros +1 more
2011International Conference on Medical Image Computing and Computer-Assisted Intervention69 citations Open access
Semantic Scholar
Cerebral Embolic Protection in Patients Undergoing Surgical Aortic Valve Replacement: A Randomized Clinical Trial
M. Mack, M. Acker, A. Gelijns, J. Overbey +28 more
2017Journal of the American Medical Association (JAMA)68 citations Open access
Semantic Scholar
Brain Cancer Imaging Phenomics Toolkit (brain-CaPTk): An Interactive Platform for Quantitative Analysis of Glioblastoma
Saima Rathore, S. Bakas, Sarthak Pati, H. Akbari +8 more
2017BrainLes@MICCAI65 citations Open access
Semantic Scholar
Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): advanced radiomic features may compensate for lack of advanced MRI modalities
S. Bakas, G. Shukla, H. Akbari, G. Erus +8 more
2020Journal of Medical Imaging57 citations Open access
Semantic Scholar
The Federated Tumor Segmentation (FeTS) Tool: An open-source solution to further solid tumor research
Sarthak Pati, U. Baid, Brandon Edwards, Micah J. Sheller +10 more
2022Physics in Medicine and Biology55 citations Open access
Semantic Scholar
PORTR: Pre-Operative and Post-Recurrence Brain Tumor Registration
Dongjin Kwon, M. Niethammer, H. Akbari, M. Bilello +2 more
2014IEEE Transactions on Medical Imaging51 citations Open access
Semantic Scholar
The Brain Tumor Segmentation (BraTS) Challenge 2023: Brain MR Image Synthesis for Tumor Segmentation (BraSyn)
H. Li, G. Conte, S. Anwar, F. Kofler +60 more
2023arXiv.org50 citations Open access
Semantic Scholar
AI-based Prognostic Imaging Biomarkers for Precision Neurooncology: the ReSPOND Consortium.
C. Davatzikos, J. Barnholtz-Sloan, S. Bakas, R. Colen +28 more
2020Neuro-Oncology49 citations Open access
Semantic Scholar
Effect of Diabetes on Brain structure
R. Bryan, M. Bilello, C. Davatzikos, Ronald M. Lazar +6 more
2014Radiology44 citations Open access
Semantic Scholar
Automated Tumor Volumetry Using Computer-Aided Image Segmentation
Bilwaj Gaonkar, Luke Macyszyn, M. Bilello, Mohammed Salehi Sadaghiani +8 more
2015Academic Radiology42 citations Open access
Semantic Scholar
Cancer Imaging Phenomics via CaPTk: Multi-Institutional Prediction of Progression-Free Survival and Pattern of Recurrence in Glioblastoma
Anahita Fathi Kazerooni, H. Akbari, G. Shukla, C. Badve +18 more
2020JCO Clinical Cancer Informatics41 citations Open access
Semantic Scholar
Reproducibility analysis of multi-institutional paired expert annotations and radiomic features of the Ivy Glioblastoma Atlas Project (Ivy GAP) dataset
Sarthak Pati, R. Verma, H. Akbari, M. Bilello +12 more
2020Medical Physics (Lancaster)38 citations Open access
Semantic Scholar
Analysis of the BraTS 2023 Intracranial Meningioma Segmentation Challenge
D. LaBella, U. Baid, O. Khanna, Shan McBurney-Lin +118 more
2024Machine Learning for Biomedical Imaging34 citations Open access
Semantic Scholar
Combining MRI and Histologic Imaging Features for Predicting Overall Survival in Patients with Glioma.
Saima Rathore, A. Chaddad, M. A. Iftikhar, M. Bilello +1 more
2021Radiology: Imaging Cancer33 citations Open access
Semantic Scholar
Segmentation and Grade Prediction of Colon Cancer Digital Pathology Images Across Multiple Institutions
Saima Rathore, M. A. Iftikhar, A. Chaddad, T. Niazi +2 more
2019Cancers32 citations Open access
Semantic Scholar
Multi-institutional noninvasive in vivo characterization of IDH, 1p/19q, and EGFRvIII in glioma using neuro-Cancer Imaging Phenomics Toolkit (neuro-CaPTk)
Saima Rathore, S. Mohan, S. Bakas, Chiharu Sako +17 more
2020Neuro-Oncology Advances31 citations Open access
Semantic Scholar
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge
M. Zenk, U. Baid, Sarthak Pati, Akis Linardos +343 more
2025Nature Communications29 citations Open access
Semantic Scholar
The Impact of Pontine Disease on Lower Urinary Tract Symptoms in Patients with Multiple Sclerosis
Steven J. Weissbart, Dasha Pechersky, A. Malykhina, Thomas Bavaria +5 more
2016Neurourology and Urodynamics27 citations Open access
Semantic Scholar
Sickle cell anemia: intracranial stenosis and silent cerebral infarcts in children with low risk of stroke.
M. Arkuszewski, J. Krejza, Rong-Bo Chen, R. Ichord +5 more
2014Advances in Medical Sciences27 citations
Semantic Scholar
Abstract 199: Stroke After Aortic Valve Surgery: Results From A Prospective Cohort
S. Messé, M. Acker, S. Kasner, M. Bilello +3 more
2013Stroke27 citations
Semantic Scholar
A level set method for multiple sclerosis lesion segmentation.
Yue Zhao, Shu-Xu Guo, Min Luo, Xue Shi +3 more
2017Magnetic Resonance Imaging25 citations
Semantic Scholar
Etiology and Risk Factors for Cerebral Infarct after Surgical Aortic Valve Replacement
Allie M. Massaro, S. Messé, M. Acker, S. Kasner +9 more
2016Stroke23 citations Open access
Semantic Scholar
Association of partial T2-FLAIR mismatch sign and isocitrate dehydrogenase mutation in WHO grade 4 gliomas: results from the ReSPOND consortium
Matthew D. Lee, Sohil H. Patel, S. Mohan, H. Akbari +80 more
2023Neuroradiology22 citations Open access
Semantic Scholar
An Initiative to Reduce Unnecessary Gadolinium-Based Contrast in Multiple Sclerosis Patients
J. Rudie, R. Mattay, M. Schindler, Samantha J Steingall +5 more
2019Journal of the American College of Radiology21 citations Open access
Semantic Scholar
Multiple Sclerosis: Identification of Temporal Changes in Brain Lesions with Computer-Assisted Detection Software
M. Bilello, M. Arkuszewski, P. Nucifora, I. Nasrallah +3 more
2013The Neuroradiology Journal20 citations Open access
Semantic Scholar
The Brain Tumor Segmentation (BraTS) Challenge 2023: Local Synthesis of Healthy Brain Tissue via Inpainting
F. Kofler, Felix Meissen, Felix Steinbauer, R. Graf +64 more
2023arXiv.org18 citations Open access
Semantic Scholar

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