| Energy-efficient multiplier-less discrete convolver through probabilistic domain transformation M Alawad, Y Bai, RF DeMara, M Lin Proceedings of the 2014 ACM/SIGDA international symposium on Field …, 2014 | 129 | 2014 |
| Limitations of transformers on clinical text classification S Gao, M Alawad, MT Young, J Gounley, N Schaefferkoetter, HJ Yoon, ... IEEE journal of biomedical and health informatics 25 (9), 3596-3607, 2021 | 109 | 2021 |
| Automatic extraction of cancer registry reportable information from free-text pathology reports using multitask convolutional neural networks M Alawad, S Gao, JX Qiu, HJ Yoon, J Blair Christian, L Penberthy, ... Journal of the American Medical Informatics Association 27 (1), 89-98, 2020 | 83 | 2020 |
| Classifying cancer pathology reports with hierarchical self-attention networks S Gao, JX Qiu, M Alawad, JD Hinkle, N Schaefferkoetter, HJ Yoon, ... Artificial intelligence in medicine 101, 101726, 2019 | 47 | 2019 |
| LabVIEW FPGA implementation of a PID controller for DC motor speed control FH Ali, MM Hussein, SMB Ismael 2010 1st International Conference on Energy, Power and Control (EPC-IQ), 139-144, 2010 | 47 | 2010 |
| Privacy-preserving deep learning NLP models for cancer registries M Alawad, HJ Yoon, S Gao, B Mumphrey, XC Wu, EB Durbin, JC Jeong, ... IEEE transactions on emerging topics in computing 9 (3), 1219-1230, 2020 | 39 | 2020 |
| Stochastic-based deep convolutional networks with reconfigurable logic fabric M Alawad, M Lin IEEE Transactions on multi-scale computing systems 2 (4), 242-256, 2016 | 34 | 2016 |
| Survey of Stochastic-based Computation Paradigms M Alawad, M Lin IEEE Transactions on Emerging Topics in Computing, 2016 | 33 | 2016 |
| Coarse-to-fine multi-task training of convolutional neural networks for automated information extraction from cancer pathology reports M Alawad, HJ Yoon, GD Tourassi 2018 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2018 | 32 | 2018 |
| Deep active learning for classifying cancer pathology reports K De Angeli, S Gao, M Alawad, HJ Yoon, N Schaefferkoetter, XC Wu, ... BMC bioinformatics 22, 1-25, 2021 | 28 | 2021 |
| Retrofitting word embeddings with the UMLS metathesaurus for clinical information extraction M Alawad, SMS Hasan, JB Christian, G Tourassi 2018 IEEE International Conference on Big Data (Big Data), 2838-2846, 2018 | 22 | 2018 |
| Fir filter based on stochastic computing with reconfigurable digital fabric M Alawad, M Lin 2015 IEEE 23rd Annual International Symposium on Field-Programmable Custom …, 2015 | 19 | 2015 |
| Scalable FPGA Accelerator for Deep Convolutional Neural Networks with Stochastic Streaming M Alawad, M Lin IEEE Transactions on Multi-Scale Computing Systems 4 (4), 888-899, 2018 | 18 | 2018 |
| Accelerated training of bootstrap aggregation-based deep information extraction systems from cancer pathology reports HJ Yoon, HB Klasky, JP Gounley, M Alawad, S Gao, EB Durbin, XC Wu, ... Journal of biomedical informatics 110, 103564, 2020 | 17 | 2020 |
| Energy efficient stochastic-based deep spiking neural networks for sparse datasets M Alawad, HJ Yoon, G Tourassi 2017 IEEE International Conference on Big Data (Big Data), 311-318, 2017 | 17 | 2017 |
| Using case-level context to classify cancer pathology reports S Gao, M Alawad, N Schaefferkoetter, L Penberthy, XC Wu, EB Durbin, ... PLoS One 15 (5), e0232840, 2020 | 16 | 2020 |
| Model-based Hyperparameter Optimization of Convolutional Neural Networks for Information Extraction from Cancer Pathology Reports on HPC HJ Yoon, J Gounley, S Gao, MM Alawad, A Ramanathan, G Tourassi 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2019 | 16 | 2019 |
| Deep Transfer Learning Across Cancer Registries for Information Extraction from Pathology Reports MM Alawad, S Gao, JX Qiu, NT Schaefferkoetter, J Hinkle, HJ Yoon, ... 2018 IEEE EMBS International Conference on Biomedical & Health Informatics (BHI), 2019 | 16 | 2019 |
| Memory-Efficient Probabilistic 2-D Finite Impulse Response (FIR) Filter M Alawad, M Lin IEEE Transactions on Multi-Scale Computing Systems, 1-1, 2017 | 15 | 2017 |
| Integration of domain knowledge using medical knowledge graph deep learning for cancer phenotyping M Alawad, S Gao, MC Shekar, SM Hasan, JB Christian, XC Wu, ... arXiv preprint arXiv:2101.01337, 2021 | 14 | 2021 |
Georgia TourassiOak Ridge National LabVerified email at ornl.gov
