Artificial Intelligence has transformed medical imaging and overall healthcare industry. Our radiologists work hand in hand with partners from SingHealth HSRC, A*STAR IHPC, NTU, NUS on the following AI projects:
AI & Deep Learning in Radiology, Team SCRATCH – Dr Lionel Cheng
Multimodal Cross-modality Segmentation Implementing of AI based capturing pulmonary nodule discrepancy in CT studies – Dr Tan Jin Rong
Decoding global gene expression in liver cancer through deep learning and standard-of-care clinical imaging – Dr Lim Kheng Choon
Automated Detection of Osteoporosis on Hip X-Ray - Dr Tan Eu Jin
Enhancing appropriateness of surgical referral to improve accessibility and value in knee osteoarthritis: Development and validation of a deep-learning algorithm – Dr Lim Chee Yeong
Automated classification of intracranial haemorrhage on head CT scans – A/Prof Chan Ling Ling
Cross-Modality Deep Learning Brain Tissue Segmentation – A/Prof Chan Ling Ling
Evaluation of ACR appropriateness of brain MRI orders using textual (Natural Language Processing) input – A/Prof Chan Ling Ling
Please reach out to the respective Principal Investigators above if you are interested to be part of our exciting projects or for more information.
A/Prof Chan Ling Ling – chan.ling.ling@singhealth.com.sg
Dr Lim Chee Yeong – lim.chee.yeong@singhealth.com.sg
Dr Lionel Cheng – lionel.cheng.t.e@singhealth.com.sg
Dr Lim Kheng Choon - lim.kheng.choon@singhealth.com.sg
Dr Tan Eu Jin – tan.eu.jin@singhealth.com.sg
Dr Tan Jin Rong – tan.jin.rong@singhealth.com.sg
Zhu L, Chan LL, Ng TK, Yang K, Zhang M, Ooi BC. Semi-Supervised Unpaired Multi-Modal Learning for Label-Efficient Medical Image Segmentation. 24th International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2021
Tan JR, Cheong EHT, Chan LP, Tham WP. Implementation of an Artificial Intelligence-Based Double Read System in Capturing Pulmonary Nodule Discrepancy in CT Studies. Current Problems in Diagnostic Radiology. 2020 Jul 27:S0363-0188(20)30140-7
Zhang AY, Lam SSW, Ong MEH, Tang PH, Chan LL. Explainable AI: Classification of MRI Brain Scans for Quality Improvement. BDCAT '19: Proceedings of the 6th IEEE/ACM International Conference on Big Data Computing, Applications and Technologies. Dec 2019;95-102. https://doi.org/10.1145/3365109.3368791
Zhang AY, Lam SSW, Liu N, Pang Y, Chan LL, Tang PH. Development of a Radiology Decision Support System for the Classification of MRI Brain Scans. Proceedings - 5th IEEE/ACM International Conference on Big Data Computing 2019, Applications and Technologies, BDCAT 2018 pp. 107-115
