MichelBilelloMDPhD

PubMed

• The Brain Tumor Segmentation (BraTS) Challenge 2023:.
  Hongwei Bran Li, Gian Marco Conte, Syed Muhammad Anwar, Florian Kofler, Ivan Ezhov, Koen van Leemput, Marie Piraud, Maria Diaz, Byrone Cole, Evan Calabrese, Jeff Rudie...> ;Arxiv. 2023 Jun 28
• 1 citations
  Author Correction: Federated learning enables big data for rare cancer boundary detection.
  Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-Han Wang, G Anthony Reina, Patrick Foley, Alexey Gruzdev, Deepthi Karkada, Christos Davatzikos, Chiharu...> ;Nature Communications. 2023 Jan 26
• 47 citations
  Federated learning enables big data for rare cancer boundary detection.
  Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah Sheller, Shih-Han Wang, G Anthony Reina, Patrick Foley, Alexey Gruzdev, Deepthi Karkada, Christos Davatzikos, Chiharu...> ;Nature Communications. 2022 Dec 5
• 6 citations
  The federated tumor segmentation (FeTS) tool: an open-source solution to further solid tumor research.
  Sarthak Pati, Ujjwal Baid, Brandon Edwards, Micah J Sheller, Patrick Foley, G Anthony Reina, Siddhesh Thakur, Chiharu Sako, Michel Bilello, Christos Davatzikos, Jason ...> ;Physics in Medicine and Biology. 2022 Oct 12
• 16 citations
  The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics.
  Spyridon Bakas, Chiharu Sako, Hamed Akbari, Michel Bilello, Aristeidis Sotiras, Gaurav Shukla, Jeffrey D Rudie, Natali Flores Santamaría, Anahita Fathi Kazerooni, Sart...> ;Scientific Data. 2022 Jul 29
• 157 citations
  The Medical Segmentation Decathlon.
  Michela Antonelli, Annika Reinke, Spyridon Bakas, Keyvan Farahani, Annette Kopp-Schneider, Bennett A Landman, Geert Litjens, Bjoern Menze, Olaf Ronneberger, Ronald M S...> ;Nature Communications. 2022 Jul 15
• 2 citations
  Economic impact of selective use of contrast for routine follow-up MRI of patients with multiple sclerosis.
  Raghav R Mattay, Karapet Davtyan, Jeffrey D Rudie, Govind S Mattay, Dina A Jacobs, Matthew Schindler, Laurie A Loevner, Mitchell D Schnall, Michel Bilello, Alexander C...> ;Journal of Neuroimaging. 2022 Jul 1
• 2 citations
  Clinically Deployed Computational Assessment of Multiple Sclerosis Lesions.
  Siddhesh P Thakur, Matthew K Schindler, Michel Bilello, Spyridon Bakas> ;Frontiers in Medicine. 2022 Jan 1
• 2 citations
  Interactive Machine Learning-Based Multi-Label Segmentation of Solid Tumors and Organs
  Dimitrios Bounias, Ashish Singh, Spyridon Bakas, Sarthak Pati, Saima Rathore, Hamed Akbari, Michel Bilello, Benjamin A. Greenberger, Joseph Lombardo, Rhea Chitalia, Na...> ;Applied Sciences. 2021 Aug 2
• 11 citations
  Combining MRI and Histologic Imaging Features for Predicting Overall Survival in Patients with Glioma.
  Saima Rathore, Ahmad Chaddad, Muhammad Aksam Iftikhar, Michel Bilello, Ahmed Abdulkadir> ;Radiology. Imaging Cancer. 2021 Jul 23
• 1 citations
  Patent Foramen Ovale Closure Decreases the Incidence but Not the Size of New Brain Infarction on Magnetic Resonance Imaging: An Analysis of the REDUCE Trial
  Steven R. Messé, Guray Erus, Michel Bilello, Christos Davatzikos, Grethe Andersen, Helle K. Iversen, Risto O. Roine, Christina Sjöstrand, John F. Rhodes, Lars Sønderga...> ;Stroke. 2021 Jan 28
• 9 citations
  Multi-institutional noninvasive in vivo characterization of IDH, 1p/19q, and EGFRvIII in glioma using neuro-Cancer Imaging Phenomics Toolkit (neuro-CaPTk).
  Saima Rathore, Suyash Mohan, Spyridon Bakas, Chiharu Sako, Chaitra Badve, Sarthak Pati, Ashish Singh, Dimitrios Bounias, Phuc Ngo, Hamed Akbari, Aimilia Gastounioti, M...> ;Neuro-Oncology Advances. 2020 Dec 31
• 20 citations
  Reproducibility analysis of multi-institutional paired expert annotations and radiomic features of the Ivy Glioblastoma Atlas Project (Ivy GAP) dataset
  Sarthak Pati, Ruchika Verma, Hamed Akbari, Michel Bilello, Virginia Hill, Chiharu Sako, Ramon Correa, Niha Beig, Ludovic Venet, Siddhesh Thakur, Prashant Serai, Sung M...> ;Medical Physics. 2020 Dec 1
• 2 citations
  A Deep Network for Joint Registration and Reconstruction of Images with Pathologies.
  Xu Han, Zhengyang Shen, Zhenlin Xu, Spyridon Bakas, Hamed Akbari, Michel Bilello, Christos Davatzikos, Marc Niethammer> ;Machine Learning in Medical Imaging. MLMI. 2020 Oct 4
• 1 citations
  Neuro-Thoracic Radiologists "Corner": Incidental Pulmonary Findings on a Neck MRI Leading to the Diagnosis of COVID-19.
  P. Smith, M. Bilello, S. Mohan> ;AJNR. American Journal of Neuroradiology. 2020 Sep 1
• 30 citations
  Brain extraction on MRI scans in presence of diffuse glioma: Multi-institutional performance evaluation of deep learning methods and robust modality-agnostic training.
  Siddhesh Thakur, Jimit Doshi, Sarthak Pati, Saima Rathore, Chiharu Sako, Michel Bilello, Sung Min Ha, Gaurav Shukla, Adam E. Flanders, Aikaterini Kotrotsou, Mikhail Mi...> ;Neuroimage. 2020 Oct 15
• 25 citations
  Overall survival prediction in glioblastoma patients using structural magnetic resonance imaging (MRI): advanced radiomic features may compensate for lack of advanced ...
  Spyridon Bakas, Gaurav Shukla, Hamed Akbari, Guray Erus, Aristeidis Sotiras, Saima Rathore, Chiharu Sako, Sung Min Ha, Martin Rozycki, Russell T. Shinohara, Michel Bil...> ;Journal of Medical Imaging. 2020 May 1
• 24 citations
  AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium.
  Christos Davatzikos, Jill S. Barnholtz-Sloan, Spyridon Bakas, Rivka R. Colen, Abhishek Mahajan, Carmen Balaña Quintero, Jaume Capellades Font, Josep Puig, Rajan Jain, ...> ;Neuro-Oncology. 2020 Jun 9
• 49 citations
  Histopathology-validated machine learning radiographic biomarker for noninvasive discrimination between true progression and pseudo-progression in glioblastoma.
  Hamed Akbari, Saima Rathore, Spyridon Bakas, MacLean Nasrallah, Gaurav Shukla, Elizabeth Mamourian, Martin Rozycki, Stephen J Bagley, Jeffrey D. Rudie, Adam E. Flander...> ;Cancer. 2020 Jun 1
• 25 citations
  Cancer Imaging Phenomics via CaPTk: Multi-Institutional Prediction of Progression-Free Survival and Pattern of Recurrence in Glioblastoma.
  Anahita Fathi Kazerooni, Hamed Akbari, Gaurav Shukla, Chaitra Badve, Jeffrey D. Rudie, Chiharu Sako, Saima Rathore, Spyridon Bakas, Sarthak Pati, Ashish Singh, Mark Be...> ;JCO Clinical Cancer Informatics. 2020 Mar 19
• 3 citations
  Integrative radiomic analysis for pre-surgical prognostic stratification of glioblastoma patients: from advanced to basic MRI protocols.
  Spyridon Bakas, Gaurav Shukla, Hamed Akbari, Guray Erus, Aristeidis Sotiras, Saima Rathore, Chiharu Sako, Sung Min Ha, Martin Rozycki, Ashish Singh, Russell T. Shinoha...> ;Proceedings of SPIE--the International Society for Optical Engineering. 2020 Mar 16
• 6 citations
  Association between urinary symptom severity and white matter plaque distribution in women with multiple sclerosis.
  Ariana L. Smith, Steven J. Weissbart, Siobhan M. Hartigan, Michel Bilello, Diane K. Newman, Alan J. Wein, Anna P. Malykhina, Guray Erus, Yong Fan> ;Neurourology and Urodynamics. 2020 Jan 1
• 13 citations
  Segmentation and Grade Prediction of Colon Cancer Digital Pathology Images Across Multiple Institutions
  Saima Rathore, Muhammad Aksam Iftikhar, Ahmad Chaddad, Tamim Niazi, Thomas B. Karasic, Michel Bilello> ;Cancers. 2019 Nov 1
• 14 citations
  An Initiative to Reduce Unnecessary Gadolinium-Based Contrast in Multiple Sclerosis Patients.
  Jeffrey D. Rudie, Raghav R. Mattay, Matthew K. Schindler, Samantha J Steingall, Tessa S. Cook, Laurie A. Loevner, Mitchell D. Schnall, Alexander C. Mamourian, Michel B...> ;Journal of the American College of Radiology. 2019 Sep 1
• 12 citations
  Do All Patients with Multiple Sclerosis Benefit from the Use of Contrast on Serial Follow-Up MR Imaging? A Retrospective Analysis
  Raghav R. Mattay, Karapet Davtyan, Michel Bilello, Alexander C. Mamourian> ;AJNR. American Journal of Neuroradiology. 2018 Nov 1
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