Spyridon Bakas

Cytowane przez

	Wszystkie	Od 2019
Cytowania	22894	22184
h-indeks	50	50
i10-indeks	103	99

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Współautorzy

Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Professor Radiology/ESE/DBEIZweryfikowany adres z pennmedicine.upenn.edu
Sarthak PatiIndiana University, Technical University of MunichZweryfikowany adres z iu.edu
Aristeidis SotirasAssistant Professor, Washington UniversityZweryfikowany adres z wustl.edu
Donald M. O'RourkeUniversity of PennsylvaniaZweryfikowany adres z uphs.upenn.edu
Bjoern H MenzeUniversität ZürichZweryfikowany adres z uzh.ch
Alex ZwanenburgNational Center for Tumor Diseases (NCT/UCC) DresdenZweryfikowany adres z nct-dresden.de
Bennett Allan LandmanElectrical and Computer Engineering, Vanderbilt UniversityZweryfikowany adres z vanderbilt.edu
M. Jorge CardosoReader, King's College LondonZweryfikowany adres z kcl.ac.uk
Keyvan FarahaniProgram Director, NCI; Adj Associate Professor, Johns Hopkins UniversityZweryfikowany adres z jhmi.edu
Shadi AlbarqouniProfessor of Computational Medical Imaging Research @Uni. Bonn | AI Group Leader @HelmholtzAIZweryfikowany adres z uni-bonn.de
Siddhesh ThakurIndiana University School of MedicineZweryfikowany adres z iu.edu
Despina KontosProfessor of Radiology, Vice-Chair of AI and Data Science Research, Columbia RadiologyZweryfikowany adres z cumc.columbia.edu
Anahita Fathi KazerooniPhD, University of PennsylvaniaZweryfikowany adres z pennmedicine.upenn.edu
Rivka R. ColenMD Anderson Cancer CenterZweryfikowany adres z mdanderson.org
Justin KirbyFrederick National Laboratory for Cancer ResearchZweryfikowany adres z mail.nih.gov
Holger R. RothNVIDIAZweryfikowany adres z nvidia.com
Ronald M. Summers, MD, PhDNational Institutes of Health Clinical CenterZweryfikowany adres z nih.gov
Klaus H. Maier-HeinProfessor, Medical Image Computing, German Cancer Research CenterZweryfikowany adres z dkfz.de
Nicola RiekeNVIDIAZweryfikowany adres z nvidia.com
Daniel MarcusProfessor of Radiology, Washington UniversityZweryfikowany adres z wustl.edu

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Spyridon Bakas

Associate Professor, Indiana University. - Director, Division of Computational Pathology

Zweryfikowany adres z iu.edu - Strona główna

Biomedical Image Analysis Cancer Imaging Computational Pathology Radiogenomics Radiomics


Tytuł Sortuj wg cytatów Sortuj wg roku Sortuj wg tytułu	Cytowane przez Cytowane przez	Rok
The Image Biomarker Standardization Initiative: standardized quantitative radiomics for high-throughput image-based phenotyping A Zwanenburg, M Vallières, MA Abdalah, HJWL Aerts, V Andrearczyk, ... Radiology 295 (2), 328-338, 2020	3418*	2020
Advancing The Cancer Genome Atlas glioma MRI collections with expert segmentation labels and radiomic features S Bakas, H Akbari, A Sotiras, M Bilello, M Rozycki, J Kirby, J Freymann, ... Nature Scientific Data 4 (170117), 2017	2723	2017
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, M Rempfler, A Crimi, RT Shinohara, ... arXiv preprint arXiv:1811.02629, 2018	2173*	2018
The Future of Digital Health with Federated Learning N Rieke, J Hancox, W Li, F Milletarì, HR Roth, S Albarqouni, S Bakas, ... npj Digital Medicine 3, 2020	1894	2020
The Liver Tumor Segmentation benchmark (LiTS) P Bilic, P Christ, HB Li, E Vorontsov, A Ben-Cohen, G Kaissis, A Szeskin, ... Medical Image Analysis 84, 102680, 2022	1264	2022
Federated learning in medicine: facilitating multi-institutional collaborations without sharing patient data MJ Sheller, B Edwards, GA Reina, J Martin, S Pati, A Kotrotsou, ... Scientific reports 10 (1), 12598, 2020	1242	2020
A large annotated medical image dataset for the development and evaluation of segmentation algorithms AL Simpson, M Antonelli, S Bakas, M Bilello, K Farahani, B van Ginneken, ... arXiv preprint arXiv:1902.09063, 2019	1095	2019
The Medical Segmentation Decathlon M Antonelli, A Reinke, S Bakas, K Farahani, A Kopp-Schneider, ... Nature Communications 13 (1), 1-13, 2022	992	2022
Segmentation labels and radiomic features for the pre-operative scans of the TCGA-LGG collection S Bakas, H Akbari, A Sotiras, M Bilello, M Rozycki, J Kirby, J Freymann, ... The Cancer Imaging Archive 286, DOI:10.7937/K9/TCIA.2017.GJQ7R0EF, 2017	831	2017
The RSNA-ASNR-MICCAI BraTS 2021 benchmark on brain tumor segmentation and radiogenomic classification U Baid, S Ghodasara, S Mohan, M Bilello, E Calabrese, E Colak, ... arXiv preprint arXiv:2107.02314, 2021	754	2021
Multi-Institutional Deep Learning Modeling Without Sharing Patient Data: A Feasibility Study on Brain Tumor Segmentation MJ Sheller, GA Reina, B Edwards, J Martin, S Bakas International MICCAI Brainlesion Workshop 2018, 92-104, 2018	614	2018
Glioma progression is shaped by genetic evolution and microenvironment interactions FS Varn, KC Johnson, J Martinek, JT Huse, MLP Nasrallah, P Wesseling, ... Cell 185 (12), 2184-2199. e16, 2022	268	2022
OpenFL: the open federated learning library P Foley, MJ Sheller, B Edwards, S Pati, W Riviera, M Sharma, PN Moorthy, ... Physics in Medicine & Biology 67 (21), 214001, 2022	227*	2022
Advanced magnetic resonance imaging in glioblastoma: a review G Shukla, GS Alexander, S Bakas, R Nikam, K Talekar, JD Palmer, W Shi Chin Clin Oncol 6 (4), 40, 2017	225	2017
Cancer imaging phenomics toolkit: quantitative imaging analytics for precision diagnostics and predictive modeling of clinical outcome C Davatzikos, S Rathore, S Bakas, S Pati, M Bergman, R Kalarot, ... Journal of medical imaging 5 (1), 011018-011018, 2018	216	2018
Federated learning enables big data for rare cancer boundary detection S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ... Nature Communications 13 (1), 1-17, 2022	213	2022
Common Limitations of Image Processing Metrics: A Picture Story A Reinke, M Eisenmann, MD Tizabi, CH Sudre, T Rädsch, M Antonelli, ... arXiv preprint arXiv:2104.05642, 2021	186	2021
CheckList for EvaluAtion of Radiomics research (CLEAR): a step-by-step reporting guideline for authors and reviewers endorsed by ESR and EuSoMII B Kocak, B Baessler, S Bakas, R Cuocolo, A Fedorov, L Maier-Hein, ... Insights into Imaging 14 (75), 2023	174	2023
Epidermal Growth Factor Receptor Extracellular Domain Mutations in Glioblastoma Present Opportunities for Clinical Imaging and Therapeutic Development ZA Binder, AH Thorne, S Bakas, EP Wileyto, M Bilello, H Akbari, ... Cancer Cell 34 (1), 163-177. e7, 2018	170	2018
Metrics reloaded: recommendations for image analysis validation L Maier-Hein, A Reinke, P Godau, MD Tizabi, F Buettner, E Christodoulou, ... Nature methods 21 (2), 195-212, 2024	150	2024

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