User profiles for Dan Nguyen
Dan NguyenMedical 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
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 …
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
… 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 …
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, …
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 …
genes in the parasite Leishmania. We describe here the transcriptional analysis of …
On the spectral efficiency of full-duplex small cell wireless systems
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-…
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
In recent years, the rapid development and wide application of advanced technologies have
profoundly impacted industrial manufacturing, leading to smart manufacturing (SM). …
profoundly impacted industrial manufacturing, leading to smart manufacturing (SM). …
Precoding for full duplex multiuser MIMO systems: Spectral and energy efficiency maximization
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 …
(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
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, …
as one of the most complicated due to large target volume, multiple prescription dose levels, …
Distinct cerebellar contributions to intrinsic connectivity networks
Convergent data from various scientific approaches strongly implicate cerebellar systems in
nonmotor functions. The functional anatomy of these systems has been pieced together from …
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
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 …
weeks, a patient's anatomy may change drastically, and adaptive radiation therapy (ART) may …