Diana Mandache

Diana Mandache

Biomedical Imaging & AI · Senior Data Scientist (PhD) · Research-to-Product

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Hi! I’m Diana 👋
I work on AI for medical imaging, with a focus on building robust, interpretable models that can actually be used in clinical practice.

Over the past decade, I’ve worked across research labs, hospitals, and medical-device startups, helping translate machine learning ideas into tools that support real medical decisions.

Currently, I’m developing multimodal clinical pipelines and generative models for liver oncology at HeKA for AP-HP.

What I usually work on

  • 🧠 Deep learning for medical imaging
    CT, MRI, OCT, histology

  • 🗂 Multimodal data pipelines
    Imaging + clinical + longitudinal hospital data

  • 🧪 Diagnosis & patient stratification models
    With a strong emphasis on interpretability and validation

  • 🤝 Close collaboration with clinicians
    Radiologists, surgeons, and biostatisticians

  • 🏥 Applications to Oncology
    Breast, Liver, Skin, Brain

  • 🔁 End-to-end ownership
    From data understanding to model evaluation and reporting

Outside of work, I enjoy exploring Paris, live music, and tracking down the best pastries in town 🥐🎶

Get in touch

If you’re interested in clinical AI, medical imaging, or decision-support systems, I’d be happy to connect.

👉 You can also view my Extended CV or download one-page PDF.