Multi-instance multi-scale CNN for medical image classification S Li, Y Liu, X Sui, C Chen, G Tjio, DSW Ting, RSM Goh Medical Image Computing and Computer Assisted Intervention–MICCAI 2019: 22nd …, 2019 | 67 | 2019 |
Beyond 18F-FDG: characterization of PET/CT and PET/MR scanners for a comprehensive set of positron emitters of growing application—18F, 11C, 89Zr, 124I, 68Ga, and 90Y AT Soderlund, J Chaal, G Tjio, JJ Totman, M Conti, DW Townsend Journal of Nuclear Medicine 56 (8), 1285-1291, 2015 | 53 | 2015 |
Referral for disease-related visual impairment using retinal photograph-based deep learning: a proof-of-concept, model development study YC Tham, A Anees, L Zhang, JHL Goh, TH Rim, S Nusinovici, H Hamzah, ... The Lancet Digital Health 3 (1), e29-e40, 2021 | 37 | 2021 |
Automatic detection of anatomical landmarks in brain MR scanning using multi-task deep neural networks X Yang, WT Tang, G Tjio, SY Yeo, Y Su Neurocomputing 396, 514-521, 2020 | 28 | 2020 |
Adversarial semantic hallucination for domain generalized semantic segmentation G Tjio, P Liu, JT Zhou, RSM Goh Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 20 | 2022 |
A multi-channel deep learning approach for segmentation of the left ventricular endocardium from cardiac images X Yang, G Tjio, F Yang, J Ding, S Kumar, S Leng, X Zhao, RS Tan, ... 2019 41st annual international conference of the IEEE engineering in …, 2019 | 6 | 2019 |
Opencc–an open Benchmark data set for Corpus Callosum Segmentation and Evaluation X Yang, X Zhao, G Tjio, C Chen, L Wang, B Wen, Y Su 2020 IEEE International Conference on Image Processing (ICIP), 3020-3024, 2020 | 5 | 2020 |
Estimation of Haemoglobin A1c from Retinal photographs via Deep Learning. YC Tham, Y Liu, D Ting, GC Tjio, A Anees, GSW Tan, C Sabanayagam, ... Investigative Ophthalmology & Visual Science 60 (9), 1456-1456, 2019 | 3 | 2019 |
Multi-discriminator generative adversarial networks for improved thin retinal vessel segmentation G Tjio, S Li, X Xu, DSW Ting, Y Liu, RSM Goh Ophthalmic Medical Image Analysis: 6th International Workshop, OMIA 2019 …, 2019 | 3 | 2019 |
Accurate tumor tissue region detection with accelerated deep convolutional neural networks G Tjio, X Yang, JM Hong, ST Wong, V Ding, A Choo, Y Su arXiv preprint arXiv:2004.08552, 2020 | 1 | 2020 |
Generating Reliable Pixel-Level Labels for Source Free Domain Adaptation G Tjio, P Liu, Y Luo, CK Kwoh, JZ Tianyi arXiv preprint arXiv:2307.00893, 2023 | | 2023 |
Dual Stage Stylization Modulation for Domain Generalized Semantic Segmentation G Tjio, P Liu, CK Kwoh, JT Zhou arXiv preprint arXiv:2304.09347, 2023 | | 2023 |
Adaptive Stylization Modulation for Domain Generalized Semantic Segmentation G Tjio, P Liu, CK Kwoh, JT Zhou CoRR, 2023 | | 2023 |
A Low Cost Ppe Detection Workflow for Manufacturing Facilities G Tjio, K Lim, E Su, P Liu, VB Nguyen Proceedings of the 12th Conference on Learning Factories (CLF 2022), 2022 | | 2022 |
Referral for disease-related visual impairment using retinal photograph-based deep learning YC Tham, A Anees, L Zhang, JHL Goh, TH Rim, S Nusinovici, H Hamzah, ... | | 2021 |
'All-in-One'Screening for Pathology-Related Visual Impairment using Artificial Intelligence-Integrated Retinal Imaging. YC Tham, A Anees, Y Liu, G Tjio, TH Rim, S Nusinovici, DSW Ting, ... Investigative Ophthalmology & Visual Science 61 (7), 5151-5151, 2020 | | 2020 |
ASSESSMENT OF ACTIVITY QUANTIFICATION ACCURACY IN PET/MR IMAGING TCIEN GABRIEL | | 2016 |
Metal artifact correction of MR-based attenuation image with PET emission data for simultaneous PET/MR imaging G Tjio, J Totman, D Townsend Journal of Nuclear Medicine 54 (supplement 2), 2112-2112, 2013 | | 2013 |
A rapid calculation method of B0 field inhomogeneity map for reduction of metal induced artifacts in MR-based attenuation correction G Tjio, J Totman, D Townsend Journal of Nuclear Medicine 54 (supplement 2), 2110-2110, 2013 | | 2013 |
Beautifying Diffusion Models: Learning Context-Aware Filters for Robust Dense Prediction on Test-Time Corrupted Images G Tjio, N Chung, Y Xing, X Cao, I Tsang, C Kwoh, Q Guo | | |