| Gamma-and theta-band synchronization during semantic priming reflect local and long-range lexical–semantic networks MS Mellem, RB Friedman, AV Medvedev Brain and language 127 (3), 440-451, 2013 | 67 | 2013 |
| Sentence processing in anterior superior temporal cortex shows a social-emotional bias MS Mellem, KM Jasmin, C Peng, A Martin Neuropsychologia 89, 217-224, 2016 | 63 | 2016 |
| Machine learning models identify multimodal measurements highly predictive of transdiagnostic symptom severity for mood, anhedonia, and anxiety MS Mellem, Y Liu, H Gonzalez, M Kollada, WJ Martin, P Ahammad Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 5 (1), 56-67, 2020 | 33 | 2020 |
| Machine learning identifies large-scale reward-related activity modulated by dopaminergic enhancement in major depression Y Liu, R Admon, MS Mellem, EL Belleau, RH Kaiser, R Clegg, M Beltzer, ... Biological Psychiatry: Cognitive Neuroscience and Neuroimaging 5 (2), 163-172, 2020 | 28 | 2020 |
| Intrinsic frequency biases and profiles across human cortex MS Mellem, S Wohltjen, SJ Gotts, AS Ghuman, A Martin Journal of neurophysiology 118 (5), 2853-2864, 2017 | 27 | 2017 |
| Word class and context affect alpha-band oscillatory dynamics in an older population MS Mellem, MCM Bastiaansen, LK Pilgrim, AV Medvedev, RB Friedman Frontiers in Psychology 3, 97, 2012 | 21 | 2012 |
| Explainable AI enables clinical trial patient selection to retrospectively improve treatment effects in schizophrenia MS Mellem, M Kollada, J Tiller, T Lauritzen BMC medical informatics and decision making 21 (1), 162, 2021 | 14 | 2021 |
| Machine learning-based diagnostic classifier MS Mellem, LIU Yuelu, P Ahammad, HAG CABEZAS, WJ Martin, ... US Patent 11,139,083, 2021 | 6 | 2021 |
| Highly predictive transdiagnostic features shared across schizophrenia, bipolar disorder, and adhd identified using a machine learning based approach Y Liu, MS Mellem, H Gonzalez, M Kollada, AR Mahableshwarkar, ... bioRxiv, 453951, 2018 | 4 | 2018 |
| Systems and methods for processing mri data M Kollada, HAG CABEZAS, LIU Yuelu, MS Mellem, P Ahammad, Q Gao US Patent App. 17/594,234, 2022 | 3 | 2022 |
| A generalizable method for automated quality control of functional neuroimaging datasets M Kollada, Q Gao, MS Mellem, T Banerjee, WJ Martin Explainable AI in Healthcare and Medicine: Building a Culture of …, 2021 | 3 | 2021 |
| Multimodal biomarkers predictive of transdiagnostic symptom severity MS Mellem, LIU Yuelu, P Ahammad, HAG CABEZAS, M Kollada US Patent App. 17/651,626, 2022 | 1 | 2022 |
| System and method for identifying transdiagnostic features shared across mental health disorders LIU Yuelu, MS Mellem, P Ahammad, HAG CABEZAS, M Kollada US Patent 11,244,762, 2022 | 1 | 2022 |
| System and method for identifying transdiagnostic features shared across mental health disorders LIU Yuelu, MS Mellem, P Ahammad, HAG CABEZAS, M Kollada US Patent 11,942,224, 2024 | | 2024 |
| Machine learning-based diagnostic classifier MS Mellem, LIU Yuelu, P Ahammad, HAG CABEZAS, WJ Martin, ... US Patent App. 18/311,087, 2023 | | 2023 |
| Machine learning-based diagnostic classifier MS Mellem, LIU Yuelu, P Ahammad, HAG CABEZAS, WJ Martin, ... US Patent App. 18/209,866, 2023 | | 2023 |
| Machine learning-based diagnostic classifier MS Mellem, LIU Yuelu, P Ahammad, HAG CABEZAS, WJ Martin, ... US Patent 11,715,564, 2023 | | 2023 |
| Machine learning-based diagnostic classifier MS Mellem, LIU Yuelu, P Ahammad, HAG CABEZAS, WJ Martin, ... US Patent 11,676,732, 2023 | | 2023 |
| Multimodal biomarkers predictive of transdiagnostic symptom severity MS Mellem, LIU Yuelu, P Ahammad, HAG CABEZAS, M Kollada US Patent 11,289,187, 2022 | | 2022 |
| Intrinsic frequency biases and profiles across human cortex 1 2 Monika S. Mellem1, Sophie Wohltjen1, Stephen J. Gotts1, Avniel Singh Ghuman1, 2, 3 Alex Martin1 4 5 MS Mellem | | 2017 |
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