Imaging AI · Endocrinology
CalSense+
Singapore public hospital-cluster environment — Nationally funded healthcare AI programme
AI detection of calcium abnormalities for hyperparathyroidism diagnosis and treatment planning. $3.97M MOH-funded. CO-PI.
$3.97M MOHMedical ImagingDeep LearningEndocrinology
LLM · Radiology Workflow
MRI Spine Auto-Protocoling LLM
Singapore academic hospital environment — The Spine Journal 2025
Secure institutional LLM for MRI spine request form enhancement and auto-protocoling. Published in The Spine Journal 25(3), 505-514 (2025).
Spine Journal 2025LLMRadiologyMRI
Mixed Reality · 3D Ultrasound
HoloPOCUS
Singapore public hospital-cluster environment — ASMUS 2023
Portable mixed-reality 3D ultrasound tracking, reconstruction and overlay system. Published at ASMUS/MICCAI 2023 and in Lecture Notes in Computer Science.
LNCS 2023Mixed Reality3D UltrasoundReconstruction
Platform · AI Ops · Governance
Discovery AI Platform
Singapore public hospital-cluster environment — Health-system digital innovation office
System architect for production-grade clinical AI deployment platform integrating with hospital cluster EMR, data governance SOPs, and multi-department data feeds.
PlatformAI OpsEMR Integration
Radiology AI · Deep Learning
Scoliosis AI
Singapore academic hospital environment — Annals AMS 2024
Published automated Cobb angle measurement for scoliosis radiographs, with GAN-based vertebrae segmentation and deep learning-assisted productivity work.
Annals AMS 2024Radiology AIDeep LearningGAN
Operations AI · Scheduling
Dynamic Scheduling for Healthcare
Singapore health-system environment — Surgical operations programme
Machine-learning workflow to optimise clinic and surgical scheduling, supporting operational planning and resource allocation.
$1.98M GrantOperations AISchedulingMachine Learning
Epidemiology · Multimodal Cohorts
Allergic Comorbidities — Singapore & Australia Cohorts
Singapore research university — Internal Medicine Journal 2023
Cohort study examining allergic disease risk across ancestry and early-life environmental contexts in Singapore and Australia.
IMJ 2023EpidemiologyAllergic DiseaseCohort Study
Neuro AI · Brain Connectivity
Cognitive Function Prediction in Preterm Children
Singapore health-system environment — Neurodevelopment research programme
Neuroimaging and machine-learning study using brain connectivity features to support cognitive-risk stratification in preterm children.
NMRC BRACONeuroimagingPreterm BirthBrain Connectivity
Clinical Prediction · Hepatobiliary
Pancreatitis Severity Prediction
Singapore academic hospital environment — HPB 2019
Clinical prediction work evaluating severity scoring for acute pancreatitis and supporting risk stratification in hepatobiliary care.
HAPS ValidationAcute PancreatitisClinical ScoresHAPS
Oncology AI · Risk Scoring
Blood Culture Outcome Score — Oncology
Singapore health-system environment — Haematology-Oncology
Prediction model to estimate risk of positive blood cultures during chemotherapy-related oncology care.
OncologyBlood CultureChemotherapy
Genomics · Multiple Myeloma
Functional High-Risk Myeloma Prediction
Singapore cancer-care research environment — Blood Cancer Journal 2022
Transcriptomics-based risk modelling to identify patients with multiple myeloma at high risk of induction failure or early relapse, supporting research into functional high-risk disease biology.
Blood Cancer JMultiple MyelomaGenomicsTranscriptomics
Cohort Platform · Clinical NLP
Unified Breast Cancer Cohort — Singapore
Singapore health-system environment — Breast Oncology Programme
Unified breast cancer research database with NLP tools to extract structured data from pathology reports, imaging notes, and clinical documentation.
Breast CancerCohort DatabaseClinical NLP
Screening AI · Cohort Enrichment
Breast Cancer Cohort Enrichment Platform
Singapore health-system environment — Screening research programme
Machine-learning workflow to enrich breast-cancer screening cohorts for early-detection research and prioritisation.
IPPP $400KBreast CancerScreeningMachine Learning
Platform · NGEMR · Production AI
Endeavour AI (EAI Platform)
Singapore health-system environment — Health-system digital innovation office
Healthcare AI deployment platform enabling integration between institutional clinical systems and locally developed AI applications, with governance, access control, and multi-department workflow support.
EAI PlatformNGEMREPIC ESB
HPC · Deep Learning Infrastructure
PRESCIENCE HPC Platform
Singapore health-system environment — National HPC partnership
On-premises high-performance computing platform enabling secure deep-learning workloads for sensitive healthcare data within institutional boundaries.
NSCCHPCDeep LearningOn-Premises