Literature DB >> 32152622

AI-based prognostic imaging biomarkers for precision neuro-oncology: the ReSPOND consortium.

Christos Davatzikos1,2, Jill S Barnholtz-Sloan3, Spyridon Bakas1,2,4, Rivka Colen5, Abhishek Mahajan6, Carmen Balaña Quintero7, Jaume Capellades Font8, Josep Puig9, Rajan Jain10, Andrew E Sloan11, Chaitra Badve12, Daniel S Marcus13, Yoon Seong Choi14,15, Seung-Koo Lee14, Jong Hee Chang16, Laila M Poisson17, Brent Griffith18, Adam P Dicker19, Adam E Flanders20, Thomas C Booth21, Saima Rathore1,2, Hamed Akbari1,2, Chiharu Sako1,2, Michel Bilello1,2, Gaurav Shukla1,2,22, Anahita Fathi Kazerooni1,2, Steven Brem4, Robert Lustig22, Suyash Mohan2, Stephen Bagley23, MacLean Nasrallah24, Donald M O'Rourke4.   

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Year:  2020        PMID: 32152622      PMCID: PMC7283022          DOI: 10.1093/neuonc/noaa045

Source DB:  PubMed          Journal:  Neuro Oncol        ISSN: 1522-8517            Impact factor:   12.300


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  5 in total

1.  Imaging patterns predict patient survival and molecular subtype in glioblastoma via machine learning techniques.

Authors:  Luke Macyszyn; Hamed Akbari; Jared M Pisapia; Xiao Da; Mark Attiah; Vadim Pigrish; Yingtao Bi; Sharmistha Pal; Ramana V Davuluri; Laura Roccograndi; Nadia Dahmane; Maria Martinez-Lage; George Biros; Ronald L Wolf; Michel Bilello; Donald M O'Rourke; Christos Davatzikos
Journal:  Neuro Oncol       Date:  2015-07-16       Impact factor: 12.300

2.  Radiomic signature of infiltration in peritumoral edema predicts subsequent recurrence in glioblastoma: implications for personalized radiotherapy planning.

Authors:  Saima Rathore; Hamed Akbari; Jimit Doshi; Gaurav Shukla; Martin Rozycki; Michel Bilello; Robert Lustig; Christos Davatzikos
Journal:  J Med Imaging (Bellingham)       Date:  2018-03-01

3.  The Cancer Imaging Archive (TCIA): maintaining and operating a public information repository.

Authors:  Kenneth Clark; Bruce Vendt; Kirk Smith; John Freymann; Justin Kirby; Paul Koppel; Stephen Moore; Stanley Phillips; David Maffitt; Michael Pringle; Lawrence Tarbox; Fred Prior
Journal:  J Digit Imaging       Date:  2013-12       Impact factor: 4.056

4.  Imaging Surrogates of Infiltration Obtained Via Multiparametric Imaging Pattern Analysis Predict Subsequent Location of Recurrence of Glioblastoma.

Authors:  Hamed Akbari; Luke Macyszyn; Xiao Da; Michel Bilello; Ronald L Wolf; Maria Martinez-Lage; George Biros; Michelle Alonso-Basanta; Donald M OʼRourke; Christos Davatzikos
Journal:  Neurosurgery       Date:  2016-04       Impact factor: 4.654

5.  Radiomic MRI signature reveals three distinct subtypes of glioblastoma with different clinical and molecular characteristics, offering prognostic value beyond IDH1.

Authors:  Saima Rathore; Hamed Akbari; Martin Rozycki; Kalil G Abdullah; MacLean P Nasrallah; Zev A Binder; Ramana V Davuluri; Robert A Lustig; Nadia Dahmane; Michel Bilello; Donald M O'Rourke; Christos Davatzikos
Journal:  Sci Rep       Date:  2018-03-23       Impact factor: 4.379

  5 in total
  10 in total

1.  Analyzing magnetic resonance imaging data from glioma patients using deep learning.

Authors:  Bjoern Menze; Fabian Isensee; Roland Wiest; Bene Wiestler; Klaus Maier-Hein; Mauricio Reyes; Spyridon Bakas
Journal:  Comput Med Imaging Graph       Date:  2020-12-02       Impact factor: 4.790

2.  Clinical measures, radiomics, and genomics offer synergistic value in AI-based prediction of overall survival in patients with glioblastoma.

Authors:  Erik Toorens; Danni Tu; Anahita Fathi Kazerooni; Sanjay Saxena; Vishnu Bashyam; Hamed Akbari; Elizabeth Mamourian; Chiharu Sako; Costas Koumenis; Ioannis Verginadis; Ragini Verma; Russell T Shinohara; Arati S Desai; Robert A Lustig; Steven Brem; Suyash Mohan; Stephen J Bagley; Tapan Ganguly; Donald M O'Rourke; Spyridon Bakas; MacLean P Nasrallah; Christos Davatzikos
Journal:  Sci Rep       Date:  2022-05-24       Impact factor: 4.996

3.  Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data.

Authors:  Micah J Sheller; Brandon Edwards; G Anthony Reina; Jason Martin; Sarthak Pati; Aikaterini Kotrotsou; Mikhail Milchenko; Weilin Xu; Daniel Marcus; Rivka R Colen; Spyridon Bakas
Journal:  Sci Rep       Date:  2020-07-28       Impact factor: 4.379

4.  Multi-institutional noninvasive in vivo characterization of IDH, 1p/19q, and EGFRvIII in glioma using neuro-Cancer Imaging Phenomics Toolkit (neuro-CaPTk).

Authors:  Saima Rathore; Suyash Mohan; Spyridon Bakas; Chiharu Sako; Chaitra Badve; Sarthak Pati; Ashish Singh; Dimitrios Bounias; Phuc Ngo; Hamed Akbari; Aimilia Gastounioti; Mark Bergman; Michel Bilello; Russell T Shinohara; Paul Yushkevich; Donald M O'Rourke; Andrew E Sloan; Despina Kontos; MacLean P Nasrallah; Jill S Barnholtz-Sloan; Christos Davatzikos
Journal:  Neurooncol Adv       Date:  2021-01-23

5.  Introduction to radiomics and radiogenomics in neuro-oncology: implications and challenges.

Authors:  Niha Beig; Kaustav Bera; Pallavi Tiwari
Journal:  Neurooncol Adv       Date:  2021-01-23

6.  Applications of Radiomics and Radiogenomics in High-Grade Gliomas in the Era of Precision Medicine.

Authors:  Anahita Fathi Kazerooni; Stephen J Bagley; Hamed Akbari; Sanjay Saxena; Sina Bagheri; Jun Guo; Sanjeev Chawla; Ali Nabavizadeh; Suyash Mohan; Spyridon Bakas; Christos Davatzikos; MacLean P Nasrallah
Journal:  Cancers (Basel)       Date:  2021-11-25       Impact factor: 6.575

7.  Imaging Biomarkers of Glioblastoma Treatment Response: A Systematic Review and Meta-Analysis of Recent Machine Learning Studies.

Authors:  Thomas C Booth; Mariusz Grzeda; Alysha Chelliah; Andrei Roman; Ayisha Al Busaidi; Carmen Dragos; Haris Shuaib; Aysha Luis; Ayesha Mirchandani; Burcu Alparslan; Nina Mansoor; Jose Lavrador; Francesco Vergani; Keyoumars Ashkan; Marc Modat; Sebastien Ourselin
Journal:  Front Oncol       Date:  2022-01-31       Impact factor: 6.244

8.  The University of Pennsylvania glioblastoma (UPenn-GBM) cohort: advanced MRI, clinical, genomics, & radiomics.

Authors:  Spyridon Bakas; Chiharu Sako; Hamed Akbari; Michel Bilello; Aristeidis Sotiras; Gaurav Shukla; Jeffrey D Rudie; Natali Flores Santamaría; Anahita Fathi Kazerooni; Sarthak Pati; Saima Rathore; Elizabeth Mamourian; Sung Min Ha; William Parker; Jimit Doshi; Ujjwal Baid; Mark Bergman; Zev A Binder; Ragini Verma; Robert A Lustig; Arati S Desai; Stephen J Bagley; Zissimos Mourelatos; Jennifer Morrissette; Christopher D Watt; Steven Brem; Ronald L Wolf; Elias R Melhem; MacLean P Nasrallah; Suyash Mohan; Donald M O'Rourke; Christos Davatzikos
Journal:  Sci Data       Date:  2022-07-29       Impact factor: 8.501

9.  World Cancer Day 2021 - Perspectives in Pediatric and Adult Neuro-Oncology.

Authors:  Erik P Sulman; David D Eisenstat
Journal:  Front Oncol       Date:  2021-05-10       Impact factor: 6.244

Review 10.  Molecular Biology in Treatment Decision Processes-Neuro-Oncology Edition.

Authors:  Andra V Krauze; Kevin Camphausen
Journal:  Int J Mol Sci       Date:  2021-12-10       Impact factor: 5.923

  10 in total

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