| Machine learning methods predict individual upper-limb motor impairment following therapy in chronic stroke C Tozlu, D Edwards, A Boes, D Labar, KZ Tsagaris, J Silverstein, ... Neurorehabilitation and neural repair 34 (5), 428-439, 2020 | 59 | 2020 |
| Classifying multiple sclerosis patients on the basis of SDMT performance using machine learning K Buyukturkoglu, D Zeng, S Bharadwaj, C Tozlu, E Mormina, KC Igwe, ... Multiple Sclerosis Journal 27 (1), 107-116, 2021 | 28 | 2021 |
| Machine learning to investigate superficial white matter integrity in early multiple sclerosis K Buyukturkoglu, C Vergara, V Fuentealba, C Tozlu, JB Dahan, BE Carroll, ... Journal of Neuroimaging 32 (1), 36-47, 2022 | 15 | 2022 |
| Structural disconnectivity from paramagnetic rim lesions is related to disability in multiple sclerosis C Tozlu, K Jamison, T Nguyen, N Zinger, U Kaunzner, S Pandya, Y Wang, ... Brain and Behavior 11 (10), e2353, 2021 | 14 | 2021 |
| Dynamic functional connectivity better predicts disability than structural and static functional connectivity in people with multiple sclerosis C Tozlu, K Jamison, SA Gauthier, A Kuceyeski Frontiers in neuroscience 15, 763966, 2021 | 10 | 2021 |
| Estimated connectivity networks outperform observed connectivity networks when classifying people with multiple sclerosis into disability groups C Tozlu, K Jamison, Z Gu, S Gauthier, A Kuceyeski NeuroImage: Clinical, 2021 | 9 | 2021 |
| Larger lesion volume in people with multiple sclerosis is associated with increased transition energies between brain states and decreased entropy of brain activity C Tozlu, S Card, K Jamison, SA Gauthier, A Kuceyeski Network Neuroscience 7 (2), 539-556, 2023 | 8 | 2023 |
| Comparison of classification methods for tissue outcome after ischaemic stroke C Tozlu, B Ozenne, TH Cho, N Nighoghossian, IK Mikkelsen, L Derex, ... European Journal of Neuroscience 50 (10), 3590-3598, 2019 | 8 | 2019 |
| Lesion features on magnetic resonance imaging discriminate multiple sclerosis patients SM Hurtado Rúa, UW Kaunzner, S Pandya, E Sweeney, C Tozlu, ... European journal of neurology 29 (1), 237-246, 2022 | 7 | 2022 |
| The sequence of regional structural disconnectivity due to multiple sclerosis lesions C Tozlu, E Olafson, KW Jamison, E Demmon, U Kaunzner, M Marcille, ... Brain Communications 5 (6), fcad332, 2023 | 5 | 2023 |
| Structural disconnectivity from quantitative susceptibility mapping rim+ lesions is related to disability in people with multiple sclerosis C Tozlu, K Jamison, T Nguyen, N Zinger, U Kaunzner, S Pandya, Y Wang, ... medRxiv, 2020.12. 10.20244939, 2020 | 3 | 2020 |
| Predicting response to motor therapy in chronic stroke patients using Machine Learning C Tozlu, D Edwards, A Boes, D Labar, KZ Tsagaris, J Silverstein, HP Lane, ... bioRxiv, 457416, 2018 | 3 | 2018 |
| Modeling individual disability evolution in multiple sclerosis patients based on longitudinal multimodal imaging and clinical data C Tozlu, D Sappey-Marinier, G Kocevar, F Cotton, S Vukusic, ... bioRxiv, 733295, 2019 | 2 | 2019 |
| Point of view on outcome prediction models in post-stroke motor recovery O van der Groen, M Ghosh, R Norman, A Kuceyeski, C Tozlu, ... Neurorehabilitation and neural repair 38 (5), 386-398, 2024 | 1 | 2024 |
| A randomized controlled trial of oral antipyretic treatment to reduce overheating during exercise in adults with multiple sclerosis VM Leavitt, C Tozlu, KE Nelson, AK Boehme, JE Donnelly, I Aguerre, ... Journal of Neurology 271 (5), 2207-2215, 2024 | 1 | 2024 |
| Structural and functional connectomes in people with multiple sclerosis C Tozlu, K Jamison, SA Gauthier, A Kuceyeski medRxiv, 2020.08. 25.20181727, 2020 | 1 | 2020 |
| Decreased entropy of functional MRI signals in individuals with mild cognitive impairment compared to cognitively normal controls DL Neumann, C Tozlu, QR Razlighi, JA Luchsinger, Y Stern, D Devanand, ... Alzheimer's Association International Conference, 2024 | | 2024 |
| Quantifying the Relationship Between Multiple Sclerosis Lesions and Depression C Tozlu, A Kuceyeski Biological Psychiatry 95 (12), 1058-1059, 2024 | | 2024 |
| Novel Risk Factors for Predicting Immune-effector Cell Associated Neurotoxicity Syndrome (ICANS)(P3-14.001) A Friedman, C Tozlu, C Gordillo, R Reshef, S Wesley Neurology 102 (17_supplement_1), 2348, 2024 | | 2024 |
| Sex-specific differences in brain activity dynamics of youth with a family history of substance use disorder LS Schilling, SP Singleton, C Tozlu, M Hédo, Q Zhao, KM Pohl, ... bioRxiv, 2024.09. 03.610959, 2024 | | 2024 |
