| 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 | 573 | 2021 |
| Deep learning based feature-level integration of multi-omics data for breast cancer patients survival analysis L Tong, J Mitchel, K Chatlin, MD Wang BMC medical informatics and decision making 20, 1-12, 2020 | 111 | 2020 |
| Explainable artificial intelligence methods in combating pandemics: A systematic review F Giuste, W Shi, Y Zhu, T Naren, M Isgut, Y Sha, L Tong, M Gupte, ... IEEE Reviews in Biomedical Engineering 16, 5-21, 2022 | 103 | 2022 |
| Advancing medical imaging informatics by deep learning-based domain adaptation A Choudhary, L Tong, Y Zhu, MD Wang Yearbook of medical informatics 29 (01), 129-138, 2020 | 84 | 2020 |
| COVID-19 automatic diagnosis with radiographic imaging: Explainable attention transfer deep neural networks W Shi, L Tong, Y Zhu, MD Wang IEEE Journal of Biomedical and Health Informatics 25 (7), 2376-2387, 2021 | 81 | 2021 |
| Emerging technologies and their impact on regulatory science E Anklam, MI Bahl, R Ball, RD Beger, J Cohen, S Fitzpatrick, P Girard, ... Experimental Biology and Medicine 247 (1), 1-75, 2022 | 46 | 2022 |
| Integrating multi-omics data by learning modality invariant representations for improved prediction of overall survival of cancer L Tong, H Wu, MD Wang Methods 189, 74-85, 2021 | 43 | 2021 |
| Impact of RNA-seq data analysis algorithms on gene expression estimation and downstream prediction L Tong, PY Wu, JH Phan, HR Hassazadeh, W Tong, MD Wang Scientific reports 10 (1), 17925, 2020 | 35 | 2020 |
| Integrating multi-omics data with EHR for precision medicine using advanced artificial intelligence L Tong, W Shi, M Isgut, Y Zhong, P Lais, L Gloster, J Sun, A Swain, ... IEEE Reviews in Biomedical Engineering, 2023 | 30 | 2023 |
| Fusion in breast cancer histology classification J Vizcarra, R Place, L Tong, D Gutman, MD Wang Proceedings of the 10th ACM international conference on bioinformatics …, 2019 | 28 | 2019 |
| Improved prediction on heart transplant rejection using convolutional autoencoder and multiple instance learning on whole-slide imaging Y Zhu, L Tong, SR Deshpande, MD Wang 2019 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2019 | 24 | 2019 |
| Exam: an explainable attention-based model for covid-19 automatic diagnosis W Shi, L Tong, Y Zhuang, Y Zhu, MD Wang Proceedings of the 11th ACM international conference on bioinformatics …, 2020 | 23 | 2020 |
| Did COVID-19 affect time to presentation in the setting of pediatric testicular torsion? AR Littman, KM Janssen, L Tong, H Wu, MD Wang, E Blum, AJ Kirsch Pediatric Emergency Care 37 (2), 123-125, 2021 | 22 | 2021 |
| Generating region of interests for invasive breast cancer in histopathological whole-slide-image SM Patil, L Tong, MD Wang 2020 IEEE 44th Annual Computers, Software, and Applications Conference …, 2020 | 21 | 2020 |
| Predicting heart rejection using histopathological whole-slide imaging and deep neural network with dropout L Tong, R Hoffman, SR Deshpande, MD Wang 2017 IEEE EMBS International Conference on Biomedical & Health Informatics …, 2017 | 21 | 2017 |
| The impact of RNA-seq aligners on gene expression estimation C Yang, PY Wu, L Tong, J Phan, M Wang Proceedings of the 6th ACM Conference on Bioinformatics, Computational …, 2015 | 20 | 2015 |
| Improving classification of breast cancer by utilizing the image pyramids of whole-slide imaging and multi-scale convolutional neural networks L Tong, Y Sha, MD Wang 2019 IEEE 43rd Annual Computer Software and Applications Conference (COMPSAC …, 2019 | 16 | 2019 |
| Explainable synthetic image generation to improve risk assessment of rare pediatric heart transplant rejection FO Giuste, R Sequeira, V Keerthipati, P Lais, A Mirzazadeh, A Mohseni, ... Journal of biomedical informatics 139, 104303, 2023 | 14 | 2023 |
| A translational pipeline for overall survival prediction of breast cancer patients by decision-level integration of multi-omics data J Mitchel, K Chatlin, L Tong, MD Wang 2019 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2019 | 14 | 2019 |
| Improve model generalization and robustness to dataset bias with bias-regularized learning and domain-guided augmentation Y Zhang, H Wu, H Liu, L Tong, MD Wang arXiv preprint arXiv:1910.06745, 2019 | 14 | 2019 |
May Dongmei Wang, FAIMBE,FIAMBE...Coulter Distinguished Faculty Fellow & Prof. Georgia Tech and Emory Univ.Verified email at bme.gatech.edu