Da Ma

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 38

Top Topics

Optical Coherence Tomography

Differential Diagnosis

Top Venues

Comput. Biol. Medicine

Comput. Medical Imaging Graph.

Frontiers Neuroinformatics

Publications

Hongshen Xu, Zichen Zhu, Da Ma, Situo Zhang, Shuai Fan, Lu Chen, Kai Yu
Rejection Improves Reliability: Training LLMs to Refuse Unknown Questions Using RL from Knowledge Feedback. CoRR (2024)
Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. CoRR (2024)
Zihan Zhao, Da Ma, Lu Chen, Liangtai Sun, Zihao Li, Hongshen Xu, Zichen Zhu, Su Zhu, Shuai Fan, Guodong Shen, Xin Chen, Kai Yu
ChemDFM: Dialogue Foundation Model for Chemistry. CoRR (2024)
Hongshen Xu, Lu Chen, Zihan Zhao, Da Ma, Ruisheng Cao, Zichen Zhu, Kai Yu
Hierarchical Multimodal Pre-training for Visually Rich Webpage Understanding. WSDM (2024)
Hanqi Li, Lu Chen, Da Ma, Zijian Wu, Su Zhu, Kai Yu
Evolving Subnetwork Training for Large Language Models. CoRR (2024)
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
Sparsity-Accelerated Training for Large Language Models. ACL (Findings) (2024)
Da Ma, Lu Chen, Pengyu Wang, Hongshen Xu, Hanqi Li, Liangtai Sun, Su Zhu, Shuai Fan, Kai Yu
Sparsity-Accelerated Training for Large Language Models. CoRR (2024)
Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research. AAAI (2024)
Ruisheng Cao, Hanchong Zhang, Hongshen Xu, Jieyu Li, Da Ma, Lu Chen, Kai Yu
ASTormer: An AST Structure-aware Transformer Decoder for Text-to-SQL. CoRR (2023)
Li-Xin Yuan, Hong-Mei Xu, Zi-Yu Zhang, Xu-Wei Liu, Jing-Xin Li, Jia-He Wang, Hao-Bo Cui, Hao-Ran Huang, Yue Zheng, Da Ma
High precision tracking analysis of cell position and motion fields using 3D U-net network models. Comput. Biol. Medicine 154 (2023)
Timothy T. Yu, Da Ma, Jayden Cole, Myeong Jin Ju, Mirza Faisal Beg, Marinko V. Sarunic
Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning. CoRR (2023)
Shuo Chen, Da Ma, Sieun Lee, Timothy T. L. Yu, Gavin Xu, Donghuan Lu, Karteek Popuri, Myeong Jin Ju, Marinko V. Sarunic, Mirza Faisal Beg
Segmentation-guided domain adaptation and data harmonization of multi-device retinal optical coherence tomography using cycle-consistent generative adversarial networks. Comput. Biol. Medicine 159 (2023)
Liangtai Sun, Yang Han, Zihan Zhao, Da Ma, Zhennan Shen, Baocai Chen, Lu Chen, Kai Yu
SciEval: A Multi-Level Large Language Model Evaluation Benchmark for Scientific Research. CoRR (2023)
Ghazal Mirabnahrazam, Da Ma, Sieun Lee, Karteek Popuri, Hyunwoo Lee, Jiguo Cao, Lei Wang, James E. Galvin, Mirza Faisal Beg, Alzheimer's Disease Neuroimaging Initiative
Machine Learning Based Multimodal Neuroimaging Genomics Dementia Score for Predicting Future Conversion to Alzheimer's Disease. CoRR (2022)
Ghazal Mirabnahrazam, Da Ma, Cédric Beaulac, Sieun Lee, Karteek Popuri, Hyunwoo Lee, Jiguo Cao, James E. Galvin, Lei Wang, Mirza Faisal Beg, Alzheimer's Disease Neuroimaging Initiative
Predicting Time-to-conversion for Dementia of Alzheimer's Type using Multi-modal Deep Survival Analysis. CoRR (2022)
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
DialogZoo: Large-Scale Dialog-Oriented Task Learning. CoRR (2022)
Da Ma, Meenakshi Kumar, Vikas Khetan, Parveen Sen, Muna Bhende, Shuo Chen, Timothy T. L. Yu, Sieun Lee, Eduardo V. Navajas, Joanne A. Matsubara, Myeong Jin Ju, Marinko V. Sarunic, Rajiv Raman, Mirza Faisal Beg
Clinical explainable differential diagnosis of polypoidal choroidal vasculopathy and age-related macular degeneration using deep learning. Comput. Biol. Medicine 143 (2022)
Shuo Chen, Da Ma, Sieun Lee, Timothy T. L. Yu, Gavin Xu, Donghuan Lu, Karteek Popuri, Myeong Jin Ju, Marinko V. Sarunic, Mirza Faisal Beg
Segmentation-guided Domain Adaptation and Data Harmonization of Multi-device Retinal Optical Coherence Tomography using Cycle-Consistent Generative Adversarial Networks. CoRR (2022)
Da Ma, Xixian Peng, Qiuzhen Wang, Xin (Robert) Luo
Understanding Users' Willingness to Pay for Privacy in Mobile Applications: An Integration of Protection Motivation and Privacy Calculus. PACIS (2022)
Da Ma, Matthew J. Hashim, Qiuzhen Wang
Using Active Privacy Transparency to Mitigate the Tension Between Data Access and Consumer Privacy. ICIS (2022)
Evangeline Yee, Da Ma, Karteek Popuri, Shuo Chen, Hyunwoo Lee, Vincent Chow, Cydney Ma, Lei Wang, Mirza Faisal Beg
3D hemisphere-based convolutional neural network for whole-brain MRI segmentation. Comput. Medical Imaging Graph. 95 (2022)
Haolun Shi, Yuping Yang, Liangliang Wang, Da Ma, Mirza Faisal Beg, Jian Pei, Jiguo Cao
Two-Dimensional Functional Principal Component Analysis for Image Feature Extraction. J. Comput. Graph. Stat. 31 (4) (2022)
Timothy T. Yu, Da Ma, Jayden Cole, MyeongJin Ju, Mirza Faisal Beg, Marinko V. Sarunic
Spectral Bandwidth Recovery of Optical Coherence Tomography Images using Deep Learning. ISPA (2021)
Da Ma, Vincent Chow, Karteek Popuri, Mirza Faisal Beg
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. CoRR (2021)
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. ACL/IJCNLP (Findings) (2021)
Ricky Chen, Timothy T. Yu, Gavin Xu, Da Ma, Marinko V. Sarunic, Mirza Faisal Beg
Domain Adaptation via CycleGAN for Retina Segmentation in Optical Coherence Tomography. CoRR (2021)
Da Ma, Donghuan Lu, Shuo Chen, Morgan Heisler, Setareh Dabiri, Sieun Lee, Hyunwoo Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
LF-UNet - A novel anatomical-aware dual-branch cascaded deep neural network for segmentation of retinal layers and fluid from optical coherence tomography images. Comput. Medical Imaging Graph. 94 (2021)
Da Ma, Aiko Morita
Effects of articulatory suppression on the homophone judgments of Chinese-character words. CogSci (2021)
Da Ma, Donghuan Lu, Karteek Popuri, Mirza Faisal Beg
Differential Diagnosis of Frontotemporal Dementia and Alzheimer's Disease using Generative Adversarial Network. CoRR (2021)
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. CoRR (2021)
Da Ma, Donghuan Lu, Morgan Heisler, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
Cascade Dual-branch Deep Neural Networks for Retinal Layer and fluid Segmentation of Optical Coherence Tomography Incorporating Relative Positional Map. MIDL (2020)
Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Jon O. Cleary, Benjamin Sinclair, Ian F. Harrison, Bernard Siow, Karteek Popuri, Sieun Lee, Joanne A. Matsubara, Marinko V. Sarunic, Mirza Faisal Beg, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin
Substantially thinner internal granular layer and reduced molecular layer surface in the cerebellar cortex of the Tc1 mouse model of down syndrome - a comprehensive morphometric analysis with active staining contrast-enhanced MRI. NeuroImage 223 (2020)
Jianhua Hou, Da Ma
How the high-impact papers formed? A study using data from social media and citation. Scientometrics 125 (3) (2020)
Donghuan Lu, Morgan Heisler, Da Ma, Setareh Dabiri, Sieun Lee, Gavin Weiguang Ding, Marinko V. Sarunic, Mirza Faisal Beg
Cascaded Deep Neural Networks for Retinal Layer Segmentation of Optical Coherence Tomography with Fluid Presence. CoRR (2019)
Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin
Grey matter sublayer thickness estimation in themouse cerebellum. CoRR (2019)
Xin Ye, Lu-an Dong, Da Ma
Loan evaluation in P2P lending based on Random Forest optimized by genetic algorithm with profit score. Electron. Commer. Res. Appl. 32 (2018)
Holly E. Holmes, Nick M. Powell, Da Ma, Ozama Ismail, Ian F. Harrison, Jack A. Wells, Niall Colgan, James M. O'Callaghan, Ross A. Johnson, Tracey K. Murray, Zeshan Ahmed, Morten Heggenes, Alice Fisher, M. Jorge Cardoso, Marc Modat, Michael J. O'Neill, Emily C. Collins, Elizabeth M. C. Fisher, Sébastien Ourselin, Mark F. Lythgoe
Comparison of In Vivo and Ex Vivo MRI for the Detection of Structural Abnormalities in a Mouse Model of Tauopathy. Frontiers Neuroinformatics 11 (2017)
Da Ma, Manuel Jorge Cardoso, Maria A. Zuluaga, Marc Modat, Nick M. Powell, Frances K. Wiseman, Victor L. J. Tybulewicz, Elizabeth M. C. Fisher, Mark F. Lythgoe, Sébastien Ourselin
Grey Matter Sublayer Thickness Estimation in the Mouse Cerebellum. MICCAI (3) (2015)
Shimeng Zhang, Da Ma, Jingbao Gao, Jun Gu, Xing Zhang
Poster: Cluster analysis based traffic prediction method from real traffic traces in LTE networks. ChinaCom (2014)
Zhaohui Ding, Xiaohui Wei, Yuan Luo, Da Ma, Peter W. Arzberger, Wilfred W. Li
Customized Plug-in Modules in Metascheduler CSF4 for Life Sciences Applications. New Gener. Comput. 25 (4) (2007)