- Assistant Professor, Gerontology and Geriatric Medicine
- Departments and Affiliations
- Gerontology and Geriatric Medicine
- Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning. Ma D, Kumar M, Khetan V, Sen P, Bhende M, Chen S, Yu TTL, Lee S, Navajas EV, Matsubara JA, Ju MJ, Sarunic MV, Raman R, Beg MF. Comput Biol Med. 2022 Feb; 143:105319.
- Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease. Mirabnahrazam G, Ma D, Lee S, Popuri K, Lee H, Cao J, Wang L, Galvin JE, Beg MF. J Alzheimers Dis. 2022; 87(3):1345-1365.
- 3D hemisphere-based convolutional neural network for whole-brain MRI segmentation. Yee E, Ma D, Popuri K, Chen S, Lee H, Chow V, Ma C, Wang L, Beg MF. Comput Med Imaging Graph. 2022 01; 95:102000.
- LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images. Ma D, Lu D, Chen S, Heisler M, Dabiri S, Lee S, Lee H, Ding GW, Sarunic MV, Beg MF. Comput Med Imaging Graph. 2021 12; 94:101988.
- Effect of optical coherence tomography and angiography sampling rate towards diabetic retinopathy severity classification. Yu TT, Ma D, Lo J, Ju MJ, Beg MF, Sarunic MV. Biomed Opt Express. 2021 Oct; 12(10):6660-6673.