Search Results - "Do, Trang T. T."

Multitask Learning on Graph Convolutional Residual Neural Networks for Screening of Multitarget Anticancer Compounds by Nguyen-Vo, Thanh-Hoang, Do, Trang T. T., Nguyen, Binh P.

“…Recently, various modern experimental screening pipelines and assays have been developed to find promising anticancer drug candidates. However, it is…”
Get full text

Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers by Nguyen-Vo, Thanh-Hoang, Trinh, Quang H., Nguyen, Loc, Do, Trang T. T., Chua, Matthew Chin Heng, Nguyen, Binh P.

“…Malaria is a threatening disease that has claimed many lives and has a high prevalence rate annually. Through the past decade, there have been many studies to…”
Get full text

An efficient hybrid deep learning architecture for predicting short antimicrobial peptides by Nguyen, Quang H., Nguyen‐Vo, Thanh‐Hoang, Do, Trang T. T., Nguyen, Binh P.

“…Short‐length antimicrobial peptides (AMPs) have been demonstrated to have intensified antimicrobial activities against a wide spectrum of microbes. Therefore,…”
Get full text

Sustainable Model for Public Health Emergency Operations Centers for Global Settings by Balajee, S Arunmozhi, Pasi, Omer G, Etoundi, Alain Georges M, Rzeszotarski, Peter, Do, Trang T, Hennessee, Ian, Merali, Sharifa, Alroy, Karen A, Phu, Tran Dac, Mounts, Anthony W

“…Capacity to receive, verify, analyze, assess, and investigate public health events is essential for epidemic intelligence. Public health Emergency Operations…”
Get full text

iEnhancer-ECNN: identifying enhancers and their strength using ensembles of convolutional neural networks by Nguyen, Quang H, Nguyen-Vo, Thanh-Hoang, Le, Nguyen Quoc Khanh, Do, Trang T T, Rahardja, Susanto, Nguyen, Binh P

“…Enhancers are non-coding DNA fragments which are crucial in gene regulation (e.g. transcription and translation). Having high locational variation and free…”
Get full text

iNSP‐GCAAP: Identifying nonclassical secreted proteins using global composition of amino acid properties by Do, Trang T. T., Nguyen‐Vo, Thanh‐Hoang, Pham, Hung T., Trinh, Quang H., Nguyen, Binh P.

“…Nonclassical secreted proteins (NSPs) refer to a group of proteins released into the extracellular environment under the facilitation of different biological…”
Get full text

Event-Based Surveillance at Community and Healthcare Facilities, Vietnam, 2016–2017 by Clara, Alexey, Do, Trang T, Dao, Anh T.P, Tran, Phu D, Dang, Tan Q, Tran, Quang D, Ngu, Nghia D, Ngo, Tu.H, Phan, Hung C, Nguyen, Thuy T.P, Lai, Anh T, Nguyen, Dung T, Nguyen, My.K, Nguyen, Hieu T.M, Becknell, Steven, Bernadotte, Christina, Nguyen, Huyen T, Nguyen, Quoc C, Mounts, Anthony W, Balajee, S. Arunmozhi

“…Surveillance and outbreak reporting systems in Vietnam required improvements to function effectively as early warning and response systems. Accordingly, the…”
Get full text

Testing early warning and response systems through a full-scale exercise in Vietnam by Clara, Alexey, Dao, Anh T P, Tran, Quy, Tran, Phu D, Dang, Tan Q, Nguyen, Huong T, Tran, Quang D, Rzeszotarski, Peter, Talbert, Karen, Stehling-Ariza, Tasha, Veasey, Frances, Clemens, Lynne, Mounts, Anthony W, Lofgren, Hannah, Balajee, S Arunmozhi, Do, Trang T

“…Simulation exercises can functionally validate World Health Organization (WHO) International Health Regulations (IHR 2005) core capacities. In 2018, the…”
Get full text

iPseU-NCP: Identifying RNA pseudouridine sites using random forest and NCP-encoded features by Nguyen-Vo, Thanh-Hoang, Nguyen, Quang H, Do, Trang T T, Nguyen, Thien-Ngan, Rahardja, Susanto, Nguyen, Binh P

“…Pseudouridine modification is most commonly found among various kinds of RNA modification occurred in both prokaryotes and eukaryotes. This biochemical event…”
Get full text

Developing monitoring and evaluation tools for event-based surveillance: experience from Vietnam by Clara, Alexey, Dao, Anh T P, Mounts, Anthony W, Bernadotte, Christina, Nguyen, Huyen T, Tran, Quy M, Tran, Quang D, Dang, Tan Q, Merali, Sharifa, Balajee, S Arunmozhi, Do, Trang T

“…In 2016-2017, Vietnam's Ministry of Health (MoH) implemented an event-based surveillance (EBS) pilot project in six provinces as part of Global Health Security…”
Get full text

Financial struggles and coping with the aftermath of breast cancer care: An ethnographic study in Vietnam by Do, Trang T., Whittaker, Andrea, Davis, Mark DM

“…Breast cancer, the most common cancer diagnosed among women, disproportionately affects low- and middle-income countries (LMICs). Based on an ethnographic…”
Get full text

Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records by Nguyen, Binh P., Pham, Hung N., Tran, Hop, Nghiem, Nhung, Nguyen, Quang H., Do, Trang T.T., Tran, Cao Truong, Simpson, Colin R.

“…•Information from electronic health records can be used to help us understand what contributes to the onset of diseases including type 2 diabetes…”
Get full text

ResGAT: Residual Graph Attention Networks for molecular property prediction by Nguyen-Vo, Thanh-Hoang, Do, Trang T. T., Nguyen, Binh P.

“…Molecular property prediction is an important step in the drug discovery pipeline. Numerous computational methods have been developed to predict a wide range…”
Get full text

Two New Sesquiterpene Glycosides from Fissistigma balansae Merr by Tham, Pham T, Trang, Do T, Tai, Bui H, Kiem, Phan V

“…Objective Plants of Fissistigma balansae have been used for the treatment of stomachache in Vietnamese traditional medicinal remedies. This study reports 2 new…”
Get full text

Bone age assessment and sex determination using transfer learning by Nguyen, Quang H., Nguyen, Binh P., Nguyen, Minh T., Chua, Matthew C.H., Do, Trang T.T., Nghiem, Nhung

“…Bone age is an important index in the measurement of the biological maturity in children. Although many machine learning methods have been developed to…”
Get full text

Identifying Transcription Factors That Prefer Binding to Methylated DNA Using Reduced G‑Gap Dipeptide Composition by Nguyen, Quang H., Tran, Hoang V., Nguyen, Binh P., Do, Trang T. T.

“…Transcription factors (TFs) play an important role in gene expression and regulation of 3D genome conformation. TFs have ability to bind to specific DNA…”
Get full text

eMIC-AntiKP: Estimating minimum inhibitory concentrations of antibiotics towards Klebsiella pneumoniae using deep learning by Nguyen, Quang H., Ngo, Hoang H., Nguyen-Vo, Thanh-Hoang, Do, Trang T.T., Rahardja, Susanto, Nguyen, Binh P.

“…Nowadays, antibiotic resistance has become one of the most concerning problems that directly affects the recovery process of patients. For years, numerous…”
Get full text

Event-Based Surveillance at Community and Healthcare Facilities, Vietnam, 2016-2017 by Clara, Alexey, Do, Trang T, Dao, Anh T P, Tran, Phu D, Dang, Tan Q, Tran, Quang D, Ngu, Nghia D, Ngo, Tu H, Phan, Hung C, Nguyen, Thuy T P, Lai, Anh T, Nguyen, Dung T, Nguyen, My K, Nguyen, Hieu T M, Becknell, Steven, Bernadotte, Christina, Nguyen, Huyen T, Nguyen, Quoc C, Mounts, Anthony W, Balajee, S Arunmozhi

“…Surveillance and outbreak reporting systems in Vietnam required improvements to function effectively as early warning and response systems. Accordingly, the…”
Get full text

Factors Influencing Community Event-based Surveillance: Lessons Learned from Pilot Implementation in Vietnam by Clara, Alexey, Dao, Anh T P, Do, Trang T, Tran, Phu D, Tran, Quang D, Ngu, Nghia D, Ngo, Tu H, Phan, Hung C, Nguyen, Thuy T P, Bernadotte-Schmidt, Christina, Nguyen, Huyen T, Alroy, Karen Ann, Balajee, S Arunmozhi, Mounts, Anthony W

“…Community event-based surveillance aims to enhance the early detection of emerging public health threats and thus build health security. The Ministry of Health…”
Get more information

Heart Disease Classification using Novel Heterogeneous Ensemble by Nguyen, Khang, Lim, Jerome Wei Yang, Lee, Kuo Ping, Lin, Terry, Tian, Jing, Do, Trang T. T., Chua, Matthew Chin Heng, Nguyen, Binh P.

“…Heart disease diagnosis requires substantial effort from medical professionals. To efficiently predict the prevalence of heart disease, researchers have turned…”
Get full text