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PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis

Official repository for "PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis", accepted as an Oral paper at AAAI 2026.

Datasets, models, and benchmarks for PulseMind.

🌐 Overview

This repository provides the official codebase and evaluation scripts for the PulseMind project, together with:

  • 🧪 MediScope: a large-scale multimodal medical dataset.
    In this release, we provide a curated subset of ~1,000 cases (JSON + images). The full dataset is larger and will be gradually released.
  • 🧠 Models:
    • PulseMind-72B
  • 📊 Benchmarks:
    • MedDiagnose – 237-sample test set (JSON + images)
    • CMtMedQA-test – 1,000-sample test set (JSON)
    • MedDiagnose-plus – 937-sample extended test set (JSON + images)

⚠️ Due to size and privacy considerations, all datasets and model checkpoints are hosted externally and are not stored in this GitHub repository.
This repo mainly contains evaluation code.

🔗 Dataset Download Link

  • MediScope (curated ~1k subset)

  • MedDiagnose (237 samples)

  • CMtMedQA-test (1,000 samples)

  • MedDiagnose-plus (937 samples)

    Download link

🧠 Model Checkpoint Links

After downloading, please follow the recommended directory layout
(e.g., place raw data under data/, benchmark test sets under Benchmark/,
and model checkpoints under model/), so that the provided evaluation scripts can run out of the box.

📁 Repository Structure (Code Only)

The GitHub repository mainly contains evaluation code and auxiliary configs:

.
├── data/                        # (empty by default) place downloaded datasets here
│
├── Benchmark/
│   ├── CMtMedQA-test/           # Folder for CMtMedQA-test data (JSON, etc.)
│   ├── MedDiagnose/             # Folder for MedDiagnose data (JSON + images)
│   ├── MedDiagnose-plus/        # Folder for MedDiagnose-plus data (JSON + images)
│   └── Eval/                    # Optional: extra evaluation utilities / configs
│
├── model/                       # Place downloaded model checkpoints here
│
└── README.md