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 (7346), 2022 | 218 | 2022 |
Utility of percentage signal recovery and baseline signal in DSC-MRI optimized for relative CBV measurement for differentiating glioblastoma, lymphoma, metastasis, and meningioma MD Lee, GL Baird, LC Bell, CC Quarles, JL Boxerman American Journal of Neuroradiology 40 (9), 1445-1450, 2019 | 46 | 2019 |
Tumor volume improves preoperative differentiation of prolactinomas and nonfunctioning pituitary adenomas K Wright, M Lee, N Escobar, D Pacione, M Young, G Fatterpekar, ... Endocrine, 2021 | 18 | 2021 |
Association of partial T2-FLAIR mismatch sign and isocitrate dehydrogenase mutation in WHO grade 4 gliomas: results from the ReSPOND consortium MD Lee, SH Patel, S Mohan, H Akbari, S Bakas, MLP Nasrallah, ... Neuroradiology 65 (9), 1343-1352, 2023 | 13 | 2023 |
Preoperative differentiation of hypophysitis and pituitary adenomas using a novel clinicoradiologic scoring system K Wright, H Kim, T Hill, M Lee, C Orillac, N Mogar, D Pacione, N Agrawal Pituitary 25, 602-614, 2022 | 8 | 2022 |
MRI-Based Deep Learning Method for Classification of IDH Mutation Status CG Bangalore Yogananda, BC Wagner, NCD Truong, JM Holcomb, ... Bioengineering 10 (9), 1045, 2023 | 7 | 2023 |
“The Pituitary within GRASP”–Golden-Angle Radial Sparse Parallel Dynamic MRI Technique and Applications to the Pituitary Gland MD Lee, MG Young, GM Fatterpekar Seminars in Ultrasound, CT and MRI 42 (3), 307-315, 2021 | 5 | 2021 |
Localization of protoporphyrin IX during glioma-resection surgery via paired stimulated Raman histology and fluorescence microscopy M Nasir-Moin, LI Wadiura, V Sacalean, D Juros, M Movahed-Ezazi, ... Nature biomedical engineering 8 (6), 672-688, 2024 | 4 | 2024 |
Distinguishing Brain Metastasis Progression From Radiation Effects After Stereotactic Radiosurgery Using Longitudinal GRASP Dynamic Contrast-Enhanced MRI A Berger, MD Lee, E Lotan, KT Block, G Fatterpekar, D Kondziolka Neurosurgery, 2022 | 3 | 2022 |
A No-Math Primer on the Principles of Machine Learning for Radiologists MD Lee, M Elsayed, S Chopra, YW Lui Seminars in Ultrasound, CT and MRI 43 (2), 133-141, 2022 | 3 | 2022 |
NIMG-22. Prediction of glioblastoma cellular infiltration and recurrence using machine learning and multi-parametric mri analysis: results from the multi-institutional respond … H Akbari, S Mohan, JA Garcia, AF Kazerooni, C Sako, S Bakas, G Shukla, ... Neuro-Oncology 23 (Supplement_6), vi132-vi133, 2021 | 3 | 2021 |
Predicting peritumoral glioblastoma infiltration and subsequent recurrence using deep-learning–based analysis of multi-parametric magnetic resonance imaging S Kwak, H Akbari, JA Garcia, S Mohan, Y Dicker, C Sako, Y Matsumoto, ... Journal of Medical Imaging 11 (5), 054001-054001, 2024 | 2 | 2024 |
Two-Stage Training Framework Using Multicontrast MRI Radiomics for IDH Mutation Status Prediction in Glioma NCD Truong, CG Bangalore Yogananda, BC Wagner, JM Holcomb, ... Radiology: Artificial Intelligence 6 (4), e230218, 2024 | 2 | 2024 |
Localization of protoporphyrin IX in glioma patients with paired stimulated Raman histology and two-photon excitation fluorescence microscopy M Nasir-Moin, L Wadiura, D Juros, M Movahed-Ezazi, M Lee, H Weiss, ... | 2 | 2022 |
Investigating the Influence of DSC-MRI Acquisition Methods on the Clinical Application of Percentage Signal Recovery in Brain Tumors NB Semmineh, LC Bell, AM Stokes, E Mathew, M Lee, JL Boxerman, ... Proceedings of the 27th Annual Meeting of ISMRM, 392, 2019 | 2 | 2019 |
T2-FLAIR mismatch sign predicts DNA methylation subclass and CDKN2A/B status in IDH-mutant astrocytomas MD Lee, R Jain, K Galbraith, A Chen, E Lieberman, SH Patel, ... Clinical Cancer Research, 2024 | 1 | 2024 |
NIMG-67. MULTI-PARAMETRIC MRI-BASED MACHINE LEARNING ANALYSIS FOR PREDICTION OF NEOPLASTIC INFILTRATION AND RECURRENCE IN PATIENTS WITH GLIOBLASTOMA: UPDATES FROM THE MULTI … H Akbari, S Mohan, J Garcia, AF Kazerooni, C Sako, S Bakas, M Bilello, ... Neuro-Oncology 24 (Supplement_7), vii179-vii180, 2022 | 1 | 2022 |
NIMG-33. PROGNOSTIC STRATIFICATION OF DE NOVO GLIOBLASTOMA PATIENTS ACROSS 22 GEOGRAPHICALLY DISTINCT INSTITUTIONS: UPDATES FROM THE RESPOND CONSORTIUM H Akbari, S Bakas, C Sako, AF Kazerooni, J Villanueva-Meyer, J Garcia, ... Neuro-Oncology 24 (Supplement_7), vii170-vii170, 2022 | 1 | 2022 |
Bilateral Retrocerebellar Arachnoid Cysts Presenting as Peripheral Vertigo: Case Report and Literature Review MD Lee, N Ziman, D Juan Cureus 12 (7), e9139, 2020 | 1 | 2020 |
Machine Learning-based Prognostic Subgrouping of Glioblastoma: A Multi-center Study H Akbari, S Bakas, C Sako, A Fathi Kazerooni, J Villanueva-Meyer, ... Neuro-Oncology, noae260, 2024 | | 2024 |