Md Asadullah Turja

According to our database, Md Asadullah Turja authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

Distributed Training of Large Graph Neural Networks with Variable Communication Rates.

Juan Cerviño, Md Asadullah Turja, Hesham Mostafa, Nageen Himayat, Alejandro Ribeiro

CoRR, 2024

2023

FastSample: Accelerating Distributed Graph Neural Network Training for Billion-Scale Graphs.

Hesham Mostafa, Adam Grabowski, Md Asadullah Turja, Juan Cerviño, Alejandro Ribeiro, Nageen Himayat

CoRR, 2023

DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics.

Md Asadullah Turja, Martin Styner, Guorong Wu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

2022

Learning Strategies for Contrast-agnostic Segmentation via SynthSeg for Infant MRI data.

Ziyao Shang, Md Asadullah Turja, Eric Feczko, Audrey Houghton, Amanda Rueter, Lucille A Moore, Kathy Snider, Timothy Hendrickson, Paul Reiners, Sally Stoyell, Omid Kardan, Monica Rosenberg, Jed T. Elison, Damien A. Fair, Martin A. Styner

Proceedings of the International Conference on Medical Imaging with Deep Learning, 2022

2021

Computing Steiner Trees using Graph Neural Networks.

Abu Reyan Ahmed, Md Asadullah Turja, Faryad Darabi Sahneh, Mithun Ghosh, Keaton Hamm, Stephen G. Kobourov

CoRR, 2021

Learning the Latent Heat Diffusion Process through Structural Brain Network from Longitudinal β-Amyloid Data.

Md Asadullah Turja, Guorong Wu, Defu Yang, Martin Andreas Styner

Proceedings of the Medical Imaging with Deep Learning, 7-9 July 2021, Lübeck, Germany., 2021

Extra axial cerebrospinal fluid volume and a diagnosis of Alzheimer's disease.

Jash Mirani, Nathaniel Fulmer, Md Asadullah Turja, Guorong Wu, Martin Styner

Proceedings of the Medical Imaging 2021: Biomedical Applications in Molecular, 2021

2019

Joint Identification of Network Hub Nodes by Multivariate Graph Inference.

Defu Yang, Chenggang Yan, Feiping Nie, Xiaofeng Zhu, Md Asadullah Turja, Leo Charles Peek Zsembik, Martin Styner, Guorong Wu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Constructing Consistent Longitudinal Brain Networks by Group-Wise Graph Learning.

Md Asadullah Turja, Leo Charles Peek Zsembik, Guorong Wu, Martin Styner

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019