User profiles for Dan Nguyen

Dan Nguyen

Medical Artificial Intelligence and Automation (MAIA) Laboratory, UT Southwestern
Verified email at UTSouthwestern.edu
Cited by 2257

Artificial intelligence and machine learning for medical imaging: A technology review

A Barragán-Montero, U Javaid, G Valdés, D Nguyen… - Physica Medica, 2021 - Elsevier
Artificial intelligence (AI) has recently become a very popular buzzword, as a consequence
of disruptive technical advances and impressive experimental results, notably in the field of …

[HTML][HTML] A feasibility study for predicting optimal radiation therapy dose distributions of prostate cancer patients from patient anatomy using deep learning

D Nguyen, T Long, X Jia, W Lu, X Gu, Z Iqbal… - Scientific reports, 2019 - nature.com
Dan Nguyen and Steve Jiang conceived the experiment. Dan Nguyen coded the neural
network, conducted the experiment, analyzed the results, generated all the figures, and …

[HTML][HTML] Transferrin receptor 1 is a cellular receptor for New World haemorrhagic fever arenaviruses

…, J Abraham, CF Spiropoulou, JH Kuhn, D Nguyen… - Nature, 2007 - nature.com
At least five arenaviruses cause viral haemorrhagic fevers in humans. Lassa virus, an Old
World arenavirus, uses the cellular receptor α-dystroglycan to infect cells 1 . Machupo, …

[HTML][HTML] Transcription of Leishmania major Friedlin chromosome 1 initiates in both directions within a single region

S Martı́nez-Calvillo, S Yan, D Nguyen, M Fox, K Stuart… - Molecular cell, 2003 - cell.com
Almost nothing is known about the sequences involved in transcription initiation of protein-coding
genes in the parasite Leishmania. We describe here the transcriptional analysis of …

On the spectral efficiency of full-duplex small cell wireless systems

D Nguyen, LN Tran, P Pirinen… - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
We investigate the spectral efficiency of full-duplex small cell wireless systems, in which a
full-duplex capable base station (BS) is designed to send/receive data to/from multiple half-…

Detecting cyberattacks using anomaly detection in industrial control systems: A federated learning approach

TT Huong, TP Bac, DM Long, TD Luong, NM Dan… - Computers in …, 2021 - Elsevier
In recent years, the rapid development and wide application of advanced technologies have
profoundly impacted industrial manufacturing, leading to smart manufacturing (SM). …

Precoding for full duplex multiuser MIMO systems: Spectral and energy efficiency maximization

D Nguyen, LN Tran, P Pirinen… - IEEE Transactions on …, 2013 - ieeexplore.ieee.org
We consider data transmissions in a full duplex (FD) multiuser multiple-input multiple-output
(MU-MIMO) system, where a base station (BS) bidirectionally communicates with multiple …

3D radiotherapy dose prediction on head and neck cancer patients with a hierarchically densely connected U-net deep learning architecture

D Nguyen, X Jia, D Sher, MH Lin, Z Iqbal… - Physics in medicine …, 2019 - iopscience.iop.org
The treatment planning process for patients with head and neck (H&N) cancer is regarded
as one of the most complicated due to large target volume, multiple prescription dose levels, …

Distinct cerebellar contributions to intrinsic connectivity networks

C Habas, N Kamdar, D Nguyen, K Prater… - Journal of …, 2009 - Soc Neuroscience
Convergent data from various scientific approaches strongly implicate cerebellar systems in
nonmotor functions. The functional anatomy of these systems has been pieced together from …

Generating synthesized computed tomography (CT) from cone-beam computed tomography (CBCT) using CycleGAN for adaptive radiation therapy

X Liang, L Chen, D Nguyen, Z Zhou, X Gu… - Physics in Medicine …, 2019 - iopscience.iop.org
Throughout the course of delivering a radiation therapy treatment, which may take several
weeks, a patient's anatomy may change drastically, and adaptive radiation therapy (ART) may …