Med-DualLoRA: Local Adaptation of Foundation Models for 3D Cardiac MRI | ScienceToStartup | ScienceToStartup

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References (28)

[1]

FedALoRA: Adaptive Local LoRA Aggregation for Personalized Federated Learning in LLM

2025Xinzhiyi Yi, Chunqiang Hu et al.

[2]

Federated Fine-tuning of SAM-Med3D for MRI-based Dementia Classification

2025Kaouther Mouheb, Marawan Elbatel et al.

[3]

A versatile foundation model for cine cardiac magnetic resonance image analysis tasks

Founder's Pitch

"Med-DualLoRA offers a privacy-preserving federated framework for efficient adaptation of foundation models in 3D cardiac MRI."

Medical AI•Score: 7•View PDF ↗

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Med-DualLoRA: Local Adaptation of Foundation Models for 3D Cardiac MRI

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References (28)

Founder's Pitch

"Med-DualLoRA offers a privacy-preserving federated framework for efficient adaptation of foundation models in 3D cardiac MRI."

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Med-DualLoRA: Local Adaptation of Foundation Models for 3D Cardiac MRI

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References (28)

Founder's Pitch

"Med-DualLoRA offers a privacy-preserving federated framework for efficient adaptation of foundation models in 3D cardiac MRI."

Commercial Viability Breakdown

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