Ma, Da

Federated Learning for Microvasculature Segmentation and Diabetic Retinopathy Classification of OCT Data

Lo, J., Yu, T. T., Ma, D., Zang, P., Owen, J. P., Zhang, Q., Wang, R. K., Beg, M. F., Lee, A. Y., Jia, Y., et al. (2021) · Ophthalmology Science

Retinal Imaging and AnalysisRetinal Diseases and Treatments

Cited by 105

Using machine learning to quantify structural MRI neurodegeneration patterns of Alzheimer's disease into dementia score: Independent validation on 8,834 images from ADNI, AIBL, OASIS, and MIRIAD databases

Popuri, K., Ma, D., Wang, L., & Beg, M. F. (2020) · Human Brain Mapping

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 96

Differential Diagnosis of Frontotemporal Dementia, Alzheimer's Disease, and Normal Aging Using a Multi-Scale Multi-Type Feature Generative Adversarial Deep Neural Network on Structural Magnetic Resonance Images

Ma, D., Lu, D., Popuri, K., Wang, L., Beg, M. F., & Initiative, A. D. N. (2020) · Frontiers in Neuroscience

Dementia and Cognitive Impairment ResearchMedical Image Segmentation Techniques

Cited by 56

Comparison of in vivo and ex vivo MRI for the detection of structural abnormalities in a mouse model of tauopathy

Holmes, H. E., Powell, N. M., Ma, D., Ismail, O., Harrison, I. F., Wells, J. A., Colgan, N., O'Callaghan, J. M., Johnson, R. A., Murray, T. K., et al. (2017) · Frontiers in Neuroinformatics

Alzheimer's disease research and treatmentsDementia and Cognitive Impairment Research

Cited by 55

Imaging the accumulation and suppression of tau pathology using multiparametric MRI

Holmes, H. E., Colgan, N., Ismail, O., Ma, D., Powell, N. M., O'Callaghan, J. M., Harrison, I. F., Johnson, R. A., Murray, T. K., Ahmed, Z., et al. (2016) · Neurobiology of Aging

Alzheimer's disease research and treatmentsDementia and Cognitive Impairment Research

Cited by 51

Machine learning based multimodal neuroimaging genomics dementia score for predicting future conversion to alzheimer’s disease

Mirabnahrazam, G., Initiative, T. A. D. N., Ma, D., Lee, S., Popuri, K., Lee, H., Cao, J., Wang, L., Galvin, J. E., & Beg, M. F. (2022) · Journal of Alzheimer's Disease

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 50

Study the Longitudinal in vivo and Cross-Sectional ex vivo Brain Volume Difference for Disease Progression and Treatment Effect on Mouse Model of Tauopathy Using Automated MRI Structural Parcellation

Ma, D., Holmes, H. E., Cardoso, M. J., Modat, M., Harrison, I. F., Powell, N. M., O’Callaghan, J. M., Ismail, O., Johnson, R. A., O’Neill, M. J., et al. (2019) · Frontiers in Neuroscience

Dementia and Cognitive Impairment ResearchMedical Image Segmentation Techniques

Cited by 36

Differential diagnosis of frontotemporal dementia subtypes with explainable deep learning on structural MRI

Ma, D., Stocks, J., Rosen, H., Kantarci, K., Lockhart, S. N., Bateman, J. R., Craft, S., Gurcan, M. N., Popuri, K., Beg, M. F., et al. (2024) · Frontiers in Neuroscience

Dementia and Cognitive Impairment ResearchAlzheimer's disease research and treatments

Cited by 9