Research Output

Flagship Projects

Open science starts with open code. Every major paper from CIMILab is accompanied by a maintained repository, documented codebase, and public dataset.

● Active machine intelligence

DSANet-ISLES

Interpretable multi-architecture ensemble for ischemic stroke lesion segmentation on the ISLES benchmark.

medical ai segmentation
● Active computational informatics

DERNet — Spinal AI

Dual encoder representation network for spinal lesion detection and classification on VinDr-SpineXR.

medical ai radiology
● Active translational ai

BioMed-LLM

Biomedical foundation model fine-tuning and evaluation suite for clinical NLP tasks.

foundation models clinical nlp
● Planned computational informatics

CIMILab-Bench

A unified benchmarking suite for medical AI evaluation — standardized metrics, leaderboards, and reproducibility tooling.

benchmarking evaluation
● Planned computational informatics

CIMILab-DataOps

Automated data versioning, preprocessing, and pipeline management for medical imaging research.

data engineering
● Planned translational ai

CIMILab-Deploy

Inference server and model card toolkit for deploying CIMILab models in clinical and edge environments.

edge ai deployment