Multimodal deep learning models for early detection of Alzheimer’s disease stage J Venugopalan, L Tong, HR Hassanzadeh, MD Wang Scientific reports 11 (1), 3254, 2021 | 449 | 2021 |
–Omic and electronic health record big data analytics for precision medicine PY Wu, CW Cheng, CD Kaddi, J Venugopalan, R Hoffman, MD Wang IEEE Transactions on Biomedical Engineering 64 (2), 263-273, 2016 | 327 | 2016 |
icuARM-An ICU clinical decision support system using association rule mining CW Cheng, N Chanani, J Venugopalan, K Maher, MD Wang IEEE Journal of Translational Engineering in Health and Medicine 1, 4400110 …, 2013 | 54 | 2013 |
Kinect-based rehabilitation system for patients with traumatic brain injury J Venugopalan, C Cheng, TH Stokes, MD Wang 2013 35th annual international conference of the ieee engineering in …, 2013 | 50 | 2013 |
iACT-An interactive mHealth monitoring system to enhance psychotherapy for adolescents with sickle cell disease C Cheng, RC Brown, LL Cohen, J Venugopalan, TH Stokes, MD Wang 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 36 | 2013 |
Novel data imputation for multiple types of missing data in intensive care units J Venugopalan, N Chanani, K Maher, MD Wang IEEE journal of biomedical and health informatics 23 (3), 1243-1250, 2019 | 29 | 2019 |
Intelligent mortality reporting with FHIR RA Hoffman, H Wu, J Venugopalan, P Braun, MD Wang IEEE journal of biomedical and health informatics 22 (5), 1583-1588, 2018 | 24 | 2018 |
A novel temporal similarity measure for patients based on irregularly measured data in electronic health records Y Sha, J Venugopalan, MD Wang Proceedings of the 7th ACM International Conference on Bioinformatics …, 2016 | 23 | 2016 |
Improving validity of cause of death on death certificates RA Hoffman, J Venugopalan, L Qu, H Wu, MD Wang Proceedings of the 2018 ACM International Conference on Bioinformatics …, 2018 | 18 | 2018 |
Activity and school attendance monitoring system for adolescents with sickle cell disease J Venugopalan, C Brown, C Cheng, TH Stokes, MD Wang 2012 Annual International Conference of the IEEE Engineering in Medicine and …, 2012 | 15 | 2012 |
Systematic review of advanced AI methods for improving healthcare data quality in post COVID-19 Era M Isgut, L Gloster, K Choi, J Venugopalan, MD Wang IEEE Reviews in Biomedical Engineering 16, 53-69, 2022 | 13 | 2022 |
Combination of static and temporal data analysis to predict mortality and readmission in the intensive care J Venugopalan, N Chanani, K Maher, MD Wang 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 12 | 2017 |
11C-PIB PET image analysis for Alzheimer's diagnosis using weighted voting ensembles W Wu, J Venugopalan, MD Wang 2017 39th Annual International Conference of the IEEE Engineering in …, 2017 | 12 | 2017 |
Domain adaptation using convolutional autoencoder and gradient boosting for adverse events prediction in the intensive care unit Y Zhu, J Venugopalan, Z Zhang, NK Chanani, KO Maher, MD Wang Frontiers in Artificial Intelligence 5, 640926, 2022 | 7 | 2022 |
MotionTalk: personalized home rehabilitation system for assisting patients with impaired mobility J Venugopalan, CW Cheng, MD Wang Proceedings of the 5th ACM Conference on Bioinformatics, Computational …, 2014 | 6 | 2014 |
Benchmarks for Indian legal NLP: a survey P Kalamkar, J Venugopalan, V Raghavan JSAI International symposium on artificial intelligence, 33-48, 2021 | 4 | 2021 |
A pilot biomedical engineering course in rapid prototyping for mobile health TH Stokes, J Venugopalan, EN Hubbard, MD Wang 2013 35th Annual International Conference of the IEEE Engineering in …, 2013 | 4 | 2013 |
Inverse and forward modeling machine learning-based generative design J Venugopalan, S Srivastava, K Chalupka, M Staniszewski, F Villeneuve, ... US Patent App. 17/429,760, 2022 | 3 | 2022 |
Indian legal NLP benchmarks: a survey P Kalamkar arXiv preprint arXiv:2107.06056, 2021 | 3 | 2021 |
Multimodal deep learning models for early detection of Alzheimer’s disease stage. Sci Rep 11, 3254 (2021) J Venugopalan, L Tong, HR Hassanzadeh, MD Wang | 3 | |