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Complete abdomen and pelvis segmentation using U‐net variant architecture.
Published in:
Medical Physics, 2020, v. 47, n. 11, p. 5609, doi. 10.1002/mp.14422
By:
- Weston, Alexander D.;
- Korfiatis, Panagiotis;
- Philbrick, Kenneth A.;
- Conte, Gian Marco;
- Kostandy, Petro;
- Sakinis, Thomas;
- Zeinoddini, Atefeh;
- Boonrod, Arunnit;
- Moynagh, Michael;
- Takahashi, Naoki;
- Erickson, Bradley J.
Publication type:
Article
Checklist for Reproducibility of Deep Learning in Medical Imaging.
Published in:
Journal of Digital Imaging, 2024, v. 37, n. 4, p. 1664, doi. 10.1007/s10278-024-01065-2
By:
- Moassefi, Mana;
- Singh, Yashbir;
- Conte, Gian Marco;
- Khosravi, Bardia;
- Rouzrokh, Pouria;
- Vahdati, Sanaz;
- Safdar, Nabile;
- Moy, Linda;
- Kitamura, Felipe;
- Gentili, Amilcare;
- Lakhani, Paras;
- Kottler, Nina;
- Halabi, Safwan S.;
- Yacoub, Joseph H.;
- Hou, Yuankai;
- Younis, Khaled;
- Erickson, Bradley J.;
- Krupinski, Elizabeth;
- Faghani, Shahriar
Publication type:
Article
Reproducibility of Deep Learning Algorithms Developed for Medical Imaging Analysis: A Systematic Review.
Published in:
Journal of Digital Imaging, 2023, v. 36, n. 5, p. 2306, doi. 10.1007/s10278-023-00870-5
By:
- Moassefi, Mana;
- Rouzrokh, Pouria;
- Conte, Gian Marco;
- Vahdati, Sanaz;
- Fu, Tianyuan;
- Tahmasebi, Aylin;
- Younis, Mira;
- Farahani, Keyvan;
- Gentili, Amilcare;
- Kline, Timothy;
- Kitamura, Felipe C.;
- Huo, Yuankai;
- Kuanar, Shiba;
- Younis, Khaled;
- Erickson, Bradley J.;
- Faghani, Shahriar
Publication type:
Article
A Comparison of Three Different Deep Learning-Based Models to Predict the MGMT Promoter Methylation Status in Glioblastoma Using Brain MRI.
Published in:
Journal of Digital Imaging, 2023, v. 36, n. 3, p. 837, doi. 10.1007/s10278-022-00757-x
By:
- Faghani, Shahriar;
- Khosravi, Bardia;
- Moassefi, Mana;
- Conte, Gian Marco;
- Erickson, Bradley J.
Publication type:
Article
Algebraic topology-based machine learning using MRI predicts outcomes in primary sclerosing cholangitis.
Published in:
European Radiology Experimental, 2022, v. 6, n. 1, p. 1, doi. 10.1186/s41747-022-00312-x
By:
- Singh, Yashbir;
- Jons, William A.;
- Eaton, John E.;
- Vesterhus, Mette;
- Karlsen, Tom;
- Bjoerk, Ida;
- Abildgaard, Andreas;
- Jorgensen, Kristin Kaasen;
- Folseraas, Trine;
- Little, Derek;
- Gulamhusein, Aliya F.;
- Petrovic, Kosta;
- Negard, Anne;
- Conte, Gian Marco;
- Sobek, Joseph D.;
- Jagtap, Jaidip;
- Venkatesh, Sudhakar K.;
- Gores, Gregory J.;
- LaRusso, Nicholas F.;
- Lazaridis, Konstantinos N.
Publication type:
Article
Systematic Literature Review of Machine Learning Algorithms Using Pretherapy Radiologic Imaging for Glioma Molecular Subtype Prediction.
Published in:
American Journal of Neuroradiology, 2023, v. 44, n. 10, p. 1126, doi. 10.3174/ajnr.A8000
By:
- Lost, Jan;
- Verma, Tej;
- Jekel, Leon;
- von Reppert, Marc;
- Tillmanns, Niklas;
- Merkaj, Sara;
- Petersen, Gabriel Cassinelli;
- Bahar, Ryan;
- Gordem, Ayyüce;
- Haider, Muhammad A.;
- Subramanian, Harry;
- Brim, Waverly;
- Ikuta, Ichiro;
- Omuro, Antonio;
- Conte, Gian Marco;
- Marquez-Nostra, Bernadette V.;
- Avesta, Arman;
- Bousabarah, Khaled;
- Nabavizadeh, Ali;
- Kazerooni, Anahita Fathi
Publication type:
Article
310 Digital Physical Activity Phenotype before Cerebrovascular Disease: A Retrospective Study of Accelerometer-Measured Behavior in UK Biobank Observational Cohort.
Published in:
2024
By:
- Zawada, Stephanie;
- Ganjizadeh, Ali;
- Conte, Gian Marco;
- Demaerschalk, Bart;
- Erickson, Bradley
Publication type:
Abstract
SOUP-GAN: Super-Resolution MRI Using Generative Adversarial Networks.
Published in:
Tomography: A Journal for Imaging Research, 2022, v. 8, n. 2, p. 905, doi. 10.3390/tomography8020073
By:
- Zhang, Kuan;
- Hu, Haoji;
- Philbrick, Kenneth;
- Conte, Gian Marco;
- Sobek, Joseph D.;
- Rouzrokh, Pouria;
- Erickson, Bradley J.
Publication type:
Article
Machine learning assisted DSC-MRI radiomics as a tool for glioma classification by grade and mutation status.
Published in:
2020
By:
- Sudre, Carole H.;
- Panovska-Griffiths, Jasmina;
- Sanverdi, Eser;
- Brandner, Sebastian;
- Katsaros, Vasileios K.;
- Stranjalis, George;
- Pizzini, Francesca B.;
- Ghimenton, Claudio;
- Surlan-Popovic, Katarina;
- Avsenik, Jernej;
- Spampinato, Maria Vittoria;
- Nigro, Mario;
- Chatterjee, Arindam R.;
- Attye, Arnaud;
- Grand, Sylvie;
- Krainik, Alexandre;
- Anzalone, Nicoletta;
- Conte, Gian Marco;
- Romeo, Valeria;
- Ugga, Lorenzo
Publication type:
journal article
Persistent homology approach distinguishes potential pattern between "Early" and "Not Early" hepatic decompensation groups using MRI modalities.
Published in:
Current Directions in Biomedical Engineering, 2021, v. 7, n. 2, p. 488, doi. 10.1515/cdbme-2021-2124
By:
- Singh, Yashbir;
- Jons, William;
- Conte, Gian Marco;
- Jagtap, Jaidip;
- Zhang, Kuan;
- Sobek, Joseph D.;
- Rouzrokh, Pouria;
- Eaton, John E.;
- Erickson, Bradley J.
Publication type:
Article
Accelerometer-Measured Behavior Patterns in Incident Cerebrovascular Disease: Insights for Preventative Monitoring From the UK Biobank.
Published in:
Journal of the American Heart Association, 2024, v. 13, n. 11, p. 1, doi. 10.1161/JAHA.123.032965
By:
- Zawada, Stephanie J.;
- Ganjizadeh, Ali;
- Conte, Gian Marco;
- Demaerschalk, Bart M.;
- Erickson, Bradley J.
Publication type:
Article
A deep learning model for discriminating true progression from pseudoprogression in glioblastoma patients.
Published in:
Journal of Neuro-Oncology, 2022, v. 159, n. 2, p. 447, doi. 10.1007/s11060-022-04080-x
By:
- Moassefi, Mana;
- Faghani, Shahriar;
- Conte, Gian Marco;
- Kowalchuk, Roman O.;
- Vahdati, Sanaz;
- Crompton, David J.;
- Perez-Vega, Carlos;
- Cabreja, Ricardo A. Domingo;
- Vora, Sujay A.;
- Quiñones-Hinojosa, Alfredo;
- Parney, Ian F.;
- Trifiletti, Daniel M.;
- Erickson, Bradley J.
Publication type:
Article

Found: 12