Da Ma

发表

Predicting time-to-conversion for dementia of Alzheimer's type using multi-modal deep survival analysis

Alzheimer's Disease Neuroimaging Initiative, M. Beg, Jiguo Cao, 2022, Neurobiology of Aging.

Effect of optical coherence tomography and angiography sampling rate towards diabetic retinopathy severity classification.

Timothy T. Yu, M. Sarunic, M. Ju, 2021, Biomedical optics express.

Grant on PREDICT-ADFTD: Multimodal Imaging Prediction of AD/FTD and Differential Diagnosis.

L. Younes, A. Toga, K. Kantarci, 2019 .

Multi-view parallel vertebra segmentation and identification on computed tomography (CT) images

M. Beg, K. Popuri, Da Ma, 2022, Informatics in Medicine Unlocked.

Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks

M. Beg, Donghuan Lu, M. Sarunic, 2022, Comput. Biol. Medicine.

Reverse translation of artificial intelligence in glaucoma: Connecting basic science with clinical applications

Kevin C. Chan, L. Pasquale, C. Leung, 2023, Frontiers in Ophthalmology.

Early diagnosis of Alzheimer’s disease on ADNI data using novel longitudinal score based on functional principal component analysis

Jiguo Cao, Haolun Shi, Yunlong Nie, 2021, Journal of medical imaging.

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

Mirza Faisal Beg, Karteek Popuri, Da Ma, 2020, Human brain mapping.

Quantitative assessment of field strength, total intracranial volume, sex, and age effects on the goodness of harmonization for volumetric analysis on the ADNI database

Lei Wang, Mirza Faisal Beg, Karteek Popuri, 2018, Human brain mapping.

Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography pdf

Mirza Faisal Beg, Ricky T. Q. Chen, Da Ma, 2021, ArXiv.

A functional proportional hazard cure rate model for interval-censored data

Jiguo Cao, Haolun Shi, Da Ma, 2021, Statistical methods in medical research.

3D hemisphere-based convolutional neural network for whole-brain MRI segmentation

Mirza Faisal Beg, Karteek Popuri, Da Ma, 2021, Comput. Medical Imaging Graph..

Blinded Clinical Evaluation for Dementia of Alzheimer's Type Classification Using FDG-PET: A Comparison Between Feature-Engineered and Non-Feature-Engineered Machine Learning Methods.

Lisanne M. Jenkins, M. Beg, Lei Wang, 2021, Journal of Alzheimer's disease : JAD.

Grant Report on PREDICT-ADFTD: Multimodal Imaging Prediction of AD/FTD and Differential Diagnosis

Mirza Faisal Beg, Karteek Popuri, Arthur W. Toga, 2019, Journal of psychiatry and brain science.

Comprehensive Validation of Automated Whole Body Skeletal Muscle, Adipose Tissue, and Bone Segmentation from 3D CT images for Body Composition Analysis: Towards Extended Body Composition pdf

Mirza Faisal Beg, Karteek Popuri, Da Ma, 2021, ArXiv.

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

Ruikang K. Wang, Aaron Y. Lee, M. Beg, 2021, Ophthalmology science.

Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning

R. Raman, M. Beg, M. Sarunic, 2022, Comput. Biol. Medicine.

LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images

Mirza Faisal Beg, Da Ma, Gavin Weiguang Ding, 2021, Comput. Medical Imaging Graph..

Longitudinal assessments of retinal degeneration after excitotoxic injury using an end-to-end pipeline with deep learning-based automatic layer segmentation

Mirza Faisal Beg, Kevin C. Chan, Da Ma, 2020 .

In vivo Retinal Fluorescence Imaging With Curcumin in an Alzheimer Mouse Model

M. Beg, M. Sarunic, Sieun Lee, 2020, Frontiers in Neuroscience.

Construction of MRI-Based Alzheimer's Disease Score Based on Efficient 3D Convolutional Neural Network: Comprehensive Validation on 7,902 Images from a Multi-Center Dataset.

Mirza Faisal Beg, Karteek Popuri, Da Ma, 2020, Journal of Alzheimer's disease : JAD.

Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease

M. Beg, Jiguo Cao, Lei Wang, 2022, Journal of Alzheimer's disease : JAD.

Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence pdf

Mirza Faisal Beg, Gavin Weiguang Ding, Morgan Heisler, 2019, ArXiv.

Safety, tolerability, and effectiveness of the sodium-glucose cotransporter 2 inhibitor (SGLT2i) dapagliflozin in combination with standard chemotherapy for patients with advanced, inoperable pancreatic adenocarcinoma: a phase 1b observational study

J. McGill, M. Beg, J. Ippolito, 2023, Cancer & Metabolism.

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

Lei Wang, Mirza Faisal Beg, Karteek Popuri, 2020, Frontiers in Neuroscience.

Phase-corrected buffer averaging for enhanced OCT angiography using FDML laser.

M. Beg, M. Sarunic, M. Ju, 2021, Optics letters.

Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map

Mirza Faisal Beg, Da Ma, Gavin Weiguang Ding, 2020, MIDL.

Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction

Liangliang Wang, M. Beg, Jiguo Cao, 2022, J. Comput. Graph. Stat..

Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning

Mirza Faisal Beg, Da Ma, Marinko Sarunic, 2021, 2021 12th International Symposium on Image and Signal Processing and Analysis (ISPA).