Binh P. Nguyen

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 34

Top Topics

Early Detection

Nearest Neighbor

Top Venues

J. Chem. Inf. Model.

Biomed. Signal Process. Control.

Publications

Tong Wu, Peizhao Li, Jie Sun, Binh P. Nguyen
Adaptive edge prior-based deep attention residual network for low-dose CT image denoising. Biomed. Signal Process. Control. 98 (2024)
Alex X. Wang, Colin R. Simpson, Binh P. Nguyen
Enhancing Data Governance through Data-Centric AI: Case Study in New Zealand Government Sector. ICCAE (2024)
Alex X. Wang, Stefanka S. Chukova, Andrew Sporle, Barry J. Milne, Colin R. Simpson, Binh P. Nguyen
Enhancing public research on citizen data: An empirical investigation of data synthesis using Statistics New Zealand's Integrated Data Infrastructure. Inf. Process. Manag. 61 (1) (2024)
Thanh-Hoang Nguyen-Vo, Susanto Rahardja, Binh P. Nguyen
-Methyladenine Sites in Mouse Genomes. ISCAS (2024)
Tuan Vinh, Loc Nguyen, Quang H. Trinh, Thanh-Hoang Nguyen-Vo, Binh P. Nguyen
Predicting Cardiotoxicity of Molecules Using Attention-Based Graph Neural Networks. J. Chem. Inf. Model. 64 (6) (2024)
Alex X. Wang, Binh P. Nguyen, Tom Elliott, James F. Mbinta, Andrew Sporle, Colin R. Simpson
Early Detection of Depression Using Machine Learning and Social Well-Being Survey Data. ICCAE (2024)
Binh P. Nguyen, Thanh-Hoang Nguyen-Vo, Loc Nguyen, Quang H. Trinh, Chalinor Baliuag, Trang T. T. Do, Susanto Rahardja
iR6mA-RNN: Identifying N6-Methyladenosine Sites in Eukaryotic Transcriptomes using Recurrent Neural Networks and Sequence-embedded Features. SSP (2023)
Alex X. Wang, Stefanka S. Chukova, Colin R. Simpson, Binh P. Nguyen
Data-centric AI to Improve Early Detection of Mental Illness. SSP (2023)
Alex X. Wang, Stefanka S. Chukova, Binh P. Nguyen
-nearest neighbors based on centroid displacement. Inf. Sci. 629 (2023)
Binh P. Nguyen, Michael Nigro, Alice Rueda, Venkat Bhat, Sridhar Krishnan
Digital Phenotype Representation by Statistical, Information Theory, Data-Driven Approach with Digital Health Data. ICASSP (2023)
Alex X. Wang, Stefanka S. Chukova, Binh P. Nguyen
Synthetic minority oversampling using edited displacement-based k-nearest neighbors. Appl. Soft Comput. 148 (2023)
Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Loc Nguyen, Phuong-Uyen Nguyen-Hoang, Thien-Ngan Nguyen, Dung T. Nguyen, Binh P. Nguyen, Ly Le
iCYP-MFE: Identifying Human Cytochrome P450 Inhibitors Using Multitask Learning and Molecular Fingerprint-Embedded Encoding. J. Chem. Inf. Model. 62 (21) (2022)
Binh P. Nguyen, Martin Ivanov, Venkat Bhat, Sri Krishnan
Digital phenotyping for classification of anxiety severity during COVID-19. Frontiers Digit. Health 4 (2022)
Quang H. Nguyen, Binh P. Nguyen, Minh T. Nguyen, Matthew Chua, Trang T. T. Do, Nhung Nghiem
Bone age assessment and sex determination using transfer learning. Expert Syst. Appl. 200 (2022)
Sylwan Rahardja, Mou Wang, Binh P. Nguyen, Pasi Fränti, Susanto Rahardja
A lightweight classification of adaptor proteins using transformer networks. BMC Bioinform. 23 (1) (2022)
Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Loc Nguyen, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen
Predicting Antimalarial Activity in Natural Products Using Pretrained Bidirectional Encoder Representations from Transformers. J. Chem. Inf. Model. 62 (21) (2022)
Loc Nguyen, Thanh-Hoang Nguyen-Vo, Quang H. Trinh, Bach Hoai Nguyen, Phuong-Uyen Nguyen-Hoang, Ly Le, Binh P. Nguyen
iANP-EC: Identifying Anticancer Natural Products Using Ensemble Learning Incorporated with Evolutionary Computation. J. Chem. Inf. Model. 62 (21) (2022)
Alex X. Wang, Stefanka S. Chukova, Binh P. Nguyen
Implementation and Analysis of Centroid Displacement-Based k-Nearest Neighbors. ADMA (1) (2022)
Nguyen-Quoc-Khanh Le, Binh P. Nguyen
Prediction of FMN Binding Sites in Electron Transport Chains Based on 2-D CNN and PSSM Profiles. IEEE ACM Trans. Comput. Biol. Bioinform. 18 (6) (2021)
Quang H. Nguyen, Binh P. Nguyen, Trung B. Nguyen, Trang T. T. Do, James F. Mbinta, Colin R. Simpson
Stacking segment-based CNN with SVM for recognition of atrial fibrillation from single-lead ECG recordings. Biomed. Signal Process. Control. 68 (2021)
Edmund Kwong Wei Leow, Binh P. Nguyen, Matthew Chin Heng Chua
Robo-advisor using genetic algorithm and BERT sentiments from tweets for hybrid portfolio optimisation. Expert Syst. Appl. 179 (2021)
Khang Nguyen, Jerome Wei Yang Lim, Kuo Ping Lee, Terry Lin, Jing Tian, Trang T. T. Do, Matthew Chin Heng Chua, Binh P. Nguyen
Heart Disease Classification using Novel Heterogeneous Ensemble. BHI (2021)
Quang H. Nguyen, Ramasamy Muthuraman, Laxman Singh, Gopa Sen, Anh Cuong Tran, Binh P. Nguyen, Matthew Chin Heng Chua
Diabetic Retinopathy Detection using Deep Learning. ICMLSC (2020)
Shaista Hussain, Ayesha Anees, Ankit Das, Binh P. Nguyen, Mardiana Marzuki, Shuping Lin, Graham Wright, Amit Singhal
High-content image generation for drug discovery using generative adversarial networks. Neural Networks 132 (2020)
Xing Wang, Khang Nguyen, Binh P. Nguyen
Churn Prediction using Ensemble Learning. ICMLSC (2020)
Hung N. Pham, Renjie Tan, Yu Tian Cai, Shahril Mustafa, Ngan Chong Yeo, Hui Juin Lim, Trang T. T. Do, Binh P. Nguyen, Matthew Chin Heng Chua
Automated Grading in Diabetic Retinopathy Using Image Processing and Modified EfficientNet. ICCCI (2020)
Kim Chwee Lim, Swee Heng Sin, Chien Wei Lee, Weng Khin Chin, Junliang Lin, Khang Nguyen, Quang H. Nguyen, Binh P. Nguyen, Matthew Chua
Video-based Skeletal Feature Extraction for Hand Gesture Recognition. ICMLSC (2020)
Shaista Hussain, Ankit Das, Binh P. Nguyen, Mardiana Marzuki, Shuping Lin, Arun Kumar, Graham Wright, Amit Singhal
DeLHCA: Deep transfer learning for high-content analysis of the effects of drugs on immune cells. TENCON (2019)
Binh P. Nguyen, Quang H. Nguyen, Giang-Nam Doan-Ngoc, Thanh-Hoang Nguyen-Vo, Susanto Rahardja
iProDNA-CapsNet: identifying protein-DNA binding residues using capsule neural networks. BMC Bioinform. (23) (2019)
Quang H. Nguyen, Binh P. Nguyen, Son Duy Dao, Balagopal Unnikrishnan, Rajan Dhingra, Savitha Rani Ravichandran, Sravani Satpathy, Nirmal Raja Palaparthi, Matthew Chin Heng Chua
Deep Learning Models for Tuberculosis Detection from Chest X-ray Images. ICT (2019)
Binh P. Nguyen, Hung N. Pham, Hop Tran, Nhung Nghiem, Quang H. Nguyen, Trang T. T. Do, Cao Truong Tran, Colin R. Simpson
Predicting the onset of type 2 diabetes using wide and deep learning with electronic health records. Comput. Methods Programs Biomed. 182 (2019)
Lile Cai, Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong
A two-level clustering approach for multidimensional transfer function specification in volume visualization. Vis. Comput. 33 (2) (2017)
Xuan Chen, Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong
Automated brain tumor segmentation using kernel dictionary learning and superpixel-level features. SMC (2016)
Binh P. Nguyen, Hans Heemskerk, Peter T. C. So, Lisa Tucker-Kellogg
Superpixel-based segmentation of muscle fibers in multi-channel microscopy. BMC Syst. Biol. 10 (S-5) (2016)
Binh P. Nguyen, Hoa Ngo, Jihun Kim, Jong Kim
Publishing Graph Data with Subgraph Differential Privacy. WISA (2015)
Binh P. Nguyen, Wei-Liang Tay, Chee-Kong Chui
Robust Biometric Recognition From Palm Depth Images for Gloved Hands. IEEE Trans. Hum. Mach. Syst. 45 (6) (2015)
Lile Cai, Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong
Rule-Enhanced Transfer Function Generation for Medical Volume Visualization. Comput. Graph. Forum 34 (3) (2015)
Chee-Kong Chui, Binh P. Nguyen, Rong Wen
Development of a cognitive engine for balancing automation and human control of surgical robotic system. URAI (2014)
Rong Wen, Wei-Liang Tay, Binh P. Nguyen, Chin-Boon Chng, Chee-Kong Chui
Hand gesture guided robot-assisted surgery based on a direct augmented reality interface. Comput. Methods Programs Biomed. 116 (2) (2014)
Wei Li, Dian Zhou, Minghua Li, Binh P. Nguyen, Xuan Zeng
Near-Field Communication Transceiver System Modeling and Analysis Using SystemC/SystemC-AMS With the Consideration of Noise Issues. IEEE Trans. Very Large Scale Integr. Syst. 21 (12) (2013)
Lile Cai, Wei-Liang Tay, Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong
Automatic transfer function design for medical visualization using visibility distributions and projective color mapping. Comput. Medical Imaging Graph. 37 (7-8) (2013)
Rong Wen, Binh P. Nguyen, Chin-Boon Chng, Chee-Kong Chui
In situ spatial AR surgical planning using projector-Kinect system. SoICT (2013)
Yvonne Ho, Binh P. Nguyen, Chee-Kong Chui
Ant colony optimization for model predictive control for blood glucose regulation. SoICT (2012)
Duc-Phong Le, Binh P. Nguyen
Fast point quadrupling on elliptic curves. SoICT (2012)
Binh P. Nguyen, Yvonne Ho, Zimei Wu, Chee-Kong Chui
Implementation of model predictive control with modified minimal model on low-power RISC microcontrollers. SoICT (2012)
Binh P. Nguyen, Wei-Liang Tay, Chee-Kong Chui, Sim Heng Ong
A clustering-based system to automate transfer function design for medical image visualization. Vis. Comput. 28 (2) (2012)
Binh P. Nguyen, Chee-Kong Chui, Sim Heng Ong, Stephen K. Y. Chang
An efficient compression scheme for 4-D medical images using hierarchical vector quantization and motion compensation. Comput. Biol. Medicine 41 (9) (2011)
Jing Qin, Wai-Man Pang, Binh P. Nguyen, Dong Ni, Chee-Kong Chui
Particle-based simulation of blood flow and vessel wall interactions in virtual surgery. SoICT (2010)
Binh P. Nguyen, Trang T. T. Do, Chee-Kong Chui, Sim Heng Ong
Prediction-based directional search for fast block-matching motion estimation. SoICT (2010)
Trang T. T. Do, Thinh M. Le, Binh P. Nguyen, Yajun Ha
Performance-cost analyses software for H.264 Forward/Inverse Integer Transform. International Symposium on Rapid System Prototyping (2010)
Zhenlan Wang, Binh P. Nguyen, Chee-Kong Chui, Jing Qin, Chuan-Heng Ang, Sim Heng Ong
An efficient clustering method for fast rendering of time-varying volumetric medical data. Vis. Comput. 26 (6-8) (2010)
Bing Nan Li, Binh P. Nguyen, Sim Heng Ong, Jing Qin, Liangjing Yang, Chee-Kong Chui
Image Processing and Modeling for Active Needle Steering in Liver Surgery. CAR (2009)