A large-scale neural network training framework for generalized estimation of single-trial population dynamics CP Mohammad Reza Keshtkaran*, Andrew R Sedler*, Raeed H Chowdhury, Raghav ... Nature Methods 19 (12), 1572-1577, 2022 | 58 | 2022 |
A deep learning framework for inference of single-trial neural population dynamics from calcium imaging with subframe temporal resolution F Zhu, HA Grier, R Tandon, C Cai, A Agarwal, A Giovannucci, ... Nature neuroscience 25 (12), 1724-1734, 2022 | 16 | 2022 |
Machine learning selection of most predictive brain proteins suggests role of sugar metabolism in Alzheimer’s disease R Tandon, AI Levey, JJ Lah, NT Seyfried, CS Mitchell Journal of Alzheimer's Disease 92 (2), 411-424, 2023 | 9 | 2023 |
Canalization of the polygenic risk for common diseases and traits in the UK Biobank cohort S Nagpal, R Tandon, G Gibson Molecular Biology and Evolution 39 (4), msac053, 2022 | 9 | 2022 |
sEBM: scaling event based models to predict disease progression via implicit biomarker selection and clustering R Tandon, A Kirkpatrick, CS Mitchell International Conference on Information Processing in Medical Imaging, 208-221, 2023 | 2 | 2023 |
Predictors of Cognitive Decline in Healthy Middle-Aged Individuals with Asymptomatic Alzheimer’s Disease R Tandon, L Zhao, CM Watson, M Elmor, C Heilman, K Sanders, ... Research Square, 2023 | 1 | 2023 |
What Threshold of Amyloid Reduction Is Necessary to Meaningfully Improve Cognitive Function in Transgenic Alzheimer’s Disease Mice? A Singh, M Maker, J Prakash, R Tandon, CS Mitchell Journal of Alzheimer's Disease Reports 8 (1), 371-385, 2024 | | 2024 |
EmbedGEM: A framework to evaluate the utility of embeddings for genetic discovery S Mukherjee, ZR McCaw, J Pei, A Merkoulovitch, R Tandon, TW Soare, ... bioRxiv, 2023.11. 24.568344, 2023 | | 2023 |
Machine Learning to Stratify Asymptomatic Alzheimer’s Disease Progression Risk with Cerebrospinal Fluid Biomarkers R Tandon, CM Watson, NT Seyfried, CS Mitchell, L Zhao, JJ Lah Alzheimer's & Dementia 18, e069445, 2022 | | 2022 |
Multimodal Machine Learning to Identify Risk of Progression in Asymptomatic Alzheimer's Disease R Tandon, CM Watson, NT Seyfried, JJ Lah, CS Mitchell ANNALS OF NEUROLOGY 92, S56-S56, 2022 | | 2022 |
AI‐based selection of superior proteomic biomarkers for classifying Alzheimer’s disease R Tandon, NT Seyfried, CS Mitchell Alzheimer's & Dementia 17, e058741, 2021 | | 2021 |
Machine Learning Classification of Diagnostic Proteomics for Alzheimer Disease R Tandon, N Seyfried, CS Mitchell ANNALS OF NEUROLOGY 90, S91-S91, 2021 | | 2021 |
Towards Universal Deep Learning Artificial Intelligence for Alzheimer's Disease Magnetic Resonance Imaging R Tandon, S Nambi, CS Mitchell ANNALS OF NEUROLOGY 90, S82-S83, 2021 | | 2021 |
A Machine Learning Approach to Analyze the Efficacy of Standard Clinic Metrics for Predicting Alzheimer Progression SV Vanga, R Tandon, A Kirkpatrick, CS Mitchell ANNALS OF NEUROLOGY 90, S83-S83, 2021 | | 2021 |