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Radiomics-based machine learning models in STEMI: a promising tool for the prediction of major adverse cardiac events.
Published in:
European Radiology, 2023, v. 33, n. 7, p. 4611, doi. 10.1007/s00330-023-09394-6
By:
- Durmaz, Emine Sebnem;
- Karabacak, Mert;
- Ozkara, Burak Berksu;
- Kargın, Osman Aykan;
- Raimoglu, Utku;
- Tokdil, Hasan;
- Durmaz, Eser;
- Adaletli, Ibrahim
Publication type:
Article
What you need to know about: arterial cerebrovascular syndromes caused by static or dynamic musculoskeletal compression.
Published in:
British Journal of Hospital Medicine (17508460), 2022, v. 83, n. 3, p. 1, doi. 10.12968/hmed.2021.0091
By:
- Karabacak, Mert;
- Ozkara, Burak B;
- Ozaydin, Burak;
- Baskaya, Mustafa K
Publication type:
Article
Radiomics-based machine learning models for prediction of medulloblastoma subgroups: a systematic review and meta-analysis of the diagnostic test performance.
Published in:
Acta Radiologica, 2023, v. 64, n. 5, p. 1994, doi. 10.1177/02841851221143496
By:
- Karabacak, Mert;
- Ozkara, Burak Berksu;
- Ozturk, Admir;
- Kaya, Busra;
- Cirak, Zeynep;
- Orak, Ece;
- Ozcan, Zeynep
Publication type:
Article
Validation of a deep learning model for traumatic brain injury detection and NIRIS grading on non-contrast CT: a multi-reader study with promising results and opportunities for improvement.
Published in:
Neuroradiology, 2023, v. 65, n. 11, p. 1605, doi. 10.1007/s00234-023-03170-5
By:
- Jiang, Bin;
- Ozkara, Burak Berksu;
- Creeden, Sean;
- Zhu, Guangming;
- Ding, Victoria Y.;
- Chen, Hui;
- Lanzman, Bryan;
- Wolman, Dylan;
- Shams, Sara;
- Trinh, Austin;
- Li, Ying;
- Khalaf, Alexander;
- Parker, Jonathon J.;
- Halpern, Casey H.;
- Wintermark, Max
Publication type:
Article
Utilizing imaging parameters for functional outcome prediction in acute ischemic stroke: A machine learning study.
Published in:
Journal of Neuroimaging, 2024, v. 34, n. 3, p. 356, doi. 10.1111/jon.13194
By:
- Ozkara, Burak B.;
- Karabacak, Mert;
- Hoseinyazdi, Meisam;
- Dagher, Samir A.;
- Wang, Richard;
- Karadon, Sadik Y.;
- Ucisik, F. Eymen;
- Margetis, Konstantinos;
- Wintermark, Max;
- Yedavalli, Vivek S.
Publication type:
Article
Assessing the Performance of Artificial Intelligence Models: Insights from the American Society of Functional Neuroradiology Artificial Intelligence Competition.
Published in:
American Journal of Neuroradiology, 2024, v. 45, n. 9, p. 1276, doi. 10.3174/ajnr.A8317
By:
- Bin Jiang;
- Ozkara, Burak B.;
- Guangming Zhu;
- Boothroyd, Derek;
- Allen, Jason W.;
- Barboriak, Daniel P.;
- Chang, Peter;
- Chan, Cynthia;
- Chaudhari, Ruchir;
- Hui Chen;
- Chukus, Anjeza;
- Ding, Victoria;
- Douglas, David;
- Filippi, Christopher G.;
- Flanders, Adam E.;
- Godwin, Ryan;
- Hashmi, Syed;
- Hess, Christopher;
- Hsu, Kevin;
- Lui, Yvonne W.
Publication type:
Article
Introducing Our New AJNR Early Career, Women in Neuroradiology, and Global Neuroradiology Awards.
Published in:
American Journal of Neuroradiology, 2024, v. 45, n. 4, p. 362, doi. 10.3174/ajnr.A8231
By:
- Cho, Nicholas S.;
- Ozkara, Burak Berksu;
- Boutet, Alexandre;
- Halm, Karen;
- Wilhelm, Laura;
- Shah, Lubdha;
- Wintermark, Max
Publication type:
Article
Student-Run Online Journal Club Initiative During a Time of Crisis: Survey Study.
Published in:
JMIR Medical Education, 2022, v. 8, n. 1, p. 1, doi. 10.2196/33612
By:
- Ozkara, Burak Berksu;
- Karabacak, Mert;
- Alpaydin, Duygu Demet
Publication type:
Article
The Relative Cerebral Blood Volume (rCBV) < 42% Is Independently Associated with Collateral Status in Anterior Circulation Large Vessel Occlusion.
Published in:
Journal of Clinical Medicine, 2024, v. 13, n. 6, p. 1588, doi. 10.3390/jcm13061588
By:
- Lakhani, Dhairya A.;
- Balar, Aneri B.;
- Koneru, Manisha;
- Wen, Sijin;
- Ozkara, Burak Berksu;
- Lu, Hanzhang;
- Wang, Richard;
- Hoseinyazdi, Meisam;
- Mei, Janet;
- Xu, Risheng;
- Nabi, Mehreen;
- Mazumdar, Ishan;
- Cho, Andrew;
- Chen, Kevin;
- Sepehri, Sadra;
- Hyson, Nathan;
- Urrutia, Victor;
- Luna, Licia;
- Hillis, Argye E.;
- Heit, Jeremy J.
Publication type:
Article
Prediction of Functional Outcome in Stroke Patients with Proximal Middle Cerebral Artery Occlusions Using Machine Learning Models.
Published in:
Journal of Clinical Medicine, 2023, v. 12, n. 3, p. 839, doi. 10.3390/jcm12030839
By:
- Ozkara, Burak B.;
- Karabacak, Mert;
- Hamam, Omar;
- Wang, Richard;
- Kotha, Apoorva;
- Khalili, Neda;
- Hoseinyazdi, Meisam;
- Chen, Melissa M.;
- Wintermark, Max;
- Yedavalli, Vivek S.
Publication type:
Article
Deep Learning for Detecting Brain Metastases on MRI: A Systematic Review and Meta-Analysis.
Published in:
Cancers, 2023, v. 15, n. 2, p. 334, doi. 10.3390/cancers15020334
By:
- Ozkara, Burak B.;
- Chen, Melissa M.;
- Federau, Christian;
- Karabacak, Mert;
- Briere, Tina M.;
- Li, Jing;
- Wintermark, Max
Publication type:
Article
Assessment of Computed Tomography Perfusion Research Landscape: A Topic Modeling Study.
Published in:
Tomography: A Journal for Imaging Research, 2023, v. 9, n. 6, p. 2016, doi. 10.3390/tomography9060158
By:
- Ozkara, Burak B.;
- Karabacak, Mert;
- Margetis, Konstantinos;
- Yedavalli, Vivek S.;
- Wintermark, Max;
- Bisdas, Sotirios
Publication type:
Article
Deep Learning-Based Radiomics for Prognostic Stratification of Low-Grade Gliomas Using a Multiple-Gene Signature.
Published in:
Applied Sciences (2076-3417), 2023, v. 13, n. 6, p. 3873, doi. 10.3390/app13063873
By:
- Karabacak, Mert;
- Ozkara, Burak B.;
- Senparlak, Kaan;
- Bisdas, Sotirios
Publication type:
Article
Pretreatment parameters associated with hemorrhagic transformation among successfully recanalized medium vessel occlusions.
Published in:
Journal of Neurology, 2024, v. 271, n. 4, p. 1901, doi. 10.1007/s00415-023-12149-4
By:
- Koneru, Manisha;
- Hoseinyazdi, Meisam;
- Wang, Richard;
- Ozkara, Burak Berksu;
- Hyson, Nathan Z.;
- Marsh, Elisabeth Breese;
- Llinas, Rafael H.;
- Urrutia, Victor C.;
- Leigh, Richard;
- Gonzalez, Luis Fernando;
- Xu, Risheng;
- Caplan, Justin M.;
- Huang, Judy;
- Lu, Hanzhang;
- Luna, Licia;
- Wintermark, Max;
- Dmytriw, Adam A.;
- Guenego, Adrien;
- Albers, Gregory W.;
- Heit, Jeremy J.
Publication type:
Article
The T2-FLAIR mismatch sign in oncologic neuroradiology: History, current use, emerging data, and future directions.
Published in:
Neuroradiology Journal, 2024, v. 37, n. 4, p. 441, doi. 10.1177/19714009231212375
By:
- Dagher, Samir A;
- Lochner, Riley Hideo;
- Ozkara, Burak Berksu;
- Schomer, Donald F;
- Wintermark, Max;
- Fuller, Gregory N;
- Ucisik, F Eymen
Publication type:
Article
CT perfusion based rCBF <38% volume is independently and negatively associated with digital subtraction angiography collateral score in anterior circulation large vessel occlusions.
Published in:
Neuroradiology Journal, 2024, v. 37, n. 4, p. 462, doi. 10.1177/19714009241242639
By:
- Lakhani, Dhairya A;
- Balar, Aneri B;
- Koneru, Manisha;
- Wen, Sijin;
- Ozkara, Burak Berksu;
- Wang, Richard;
- Hoseinyazdi, Meisam;
- Nabi, Mehreen;
- Mazumdar, Ishan;
- Cho, Andrew;
- Chen, Kevin;
- Sepehri, Sadra;
- Hyson, Nathan;
- Xu, Risheng;
- Urrutia, Victor;
- Luna, Licia;
- Hillis, Argye E;
- Heit, Jeremy J;
- Albers, Greg W;
- Rai, Ansaar T
Publication type:
Article
Enhancing hospital course and outcome prediction in patients with traumatic brain injury: A machine learning study.
Published in:
Neuroradiology Journal, 2024, v. 37, n. 1, p. 74, doi. 10.1177/19714009231212364
By:
- Zhu, Guangming;
- Ozkara, Burak B;
- Chen, Hui;
- Zhou, Bo;
- Jiang, Bin;
- Ding, Victoria Y;
- Wintermark, Max
Publication type:
Article
CT Perfusion Derived rCBV < 42% Lesion Volume Is Independently Associated with Followup FLAIR Infarct Volume in Anterior Circulation Large Vessel Occlusion.
Published in:
Diagnostics (2075-4418), 2024, v. 14, n. 8, p. 845, doi. 10.3390/diagnostics14080845
By:
- Lakhani, Dhairya A.;
- Balar, Aneri B.;
- Salim, Hamza;
- Koneru, Manisha;
- Wen, Sijin;
- Ozkara, Burak;
- Lu, Hanzhang;
- Wang, Richard;
- Hoseinyazdi, Meisam;
- Xu, Risheng;
- Nabi, Mehreen;
- Mazumdar, Ishan;
- Cho, Andrew;
- Chen, Kevin;
- Sepehri, Sadra;
- Hyson, Nathan;
- Urrutia, Victor;
- Luna, Licia;
- Hillis, Argye E.;
- Heit, Jeremy J.
Publication type:
Article
Correlating volumetric and linear measurements of brain metastases on MRI scans using intelligent automation software: a preliminary study.
Published in:
Journal of Neuro-Oncology, 2023, v. 162, n. 2, p. 363, doi. 10.1007/s11060-023-04297-4
By:
- Ozkara, Burak B.;
- Federau, Christian;
- Dagher, Samir A.;
- Pattnaik, Debajani;
- Ucisik, F. Eymen;
- Chen, Melissa M.;
- Wintermark, Max
Publication type:
Article
Prediction of Poor Outcome after Successful Thrombectomy in Patients with Severe Acute Ischemic Stroke: A Pilot Retrospective Study.
Published in:
Neurology International, 2023, v. 15, n. 1, p. 225, doi. 10.3390/neurolint15010015
By:
- Ozkara, Burak B.;
- Karabacak, Mert;
- Kotha, Apoorva;
- Aslan, Alperen;
- Hamam, Omar;
- Edpuganti, Namratha;
- Hoseinyazdi, Meisam;
- Wang, Richard;
- Cristiano, Brian C.;
- Yedavalli, Vivek S.
Publication type:
Article

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