🏢 Company

Foundation model

Artificial intelligence model paradigm

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3 news mentions · 👍 0 likes · 👎 0 dislikes

📌 Topics

Artificial Intelligence (2)
Biotechnology (1)
Immunology (1)
Medical AI (1)
Radiology (1)
Data Science (1)
Machine Learning (1)
Data Efficiency (1)

🏷️ Keywords

Foundation models (3) · EVA model (1) · Immune system (1) · Multimodal data (1) · Translational research (1) · Drug development (1) · Bioinformatics (1) · Abdominal trauma (1) · CT scans (1) · Diagnostic specificity (1) · Bowel injury (1) · Machine learning (1) · Clinical practice (1) · Fine-tuning (1) · LoRA (1) · Task similarity (1) · Data scarcity (1) · arXiv (1) · Machine learning efficiency (1)

📖 Key Information

In artificial intelligence, a foundation model (FM), also known as large x model (LxM, where "x" is a variable representing any text, image, sound, etc.), is a machine learning or deep learning model trained on vast datasets so that it can be applied across a wide range of use cases. Generative AI applications like large language models (LLM) are common examples of foundation models. Building foundation models is often highly resource-intensive, with the most advanced models costing hundreds of millions of dollars to cover the expenses of acquiring, curating, and processing massive datasets, as well as the compute power required for training.

📰 Related News (3)

🇺🇸 EVA: Towards a universal model of the immune system (2026-02-12)
arXiv:2602.10168v1 Announce Type: cross Abstract: The effective application of foundation models to translational research in immune-mediated disease...
🇺🇸 Beyond Calibration: Confounding Pathology Limits Foundation Model Specificity in Abdominal Trauma CT (2026-02-12)
arXiv:2602.10359v1 Announce Type: cross Abstract: Purpose: Translating foundation models into clinical practice requires evaluating their performance...
🇺🇸 Collaborative and Efficient Fine-tuning: Leveraging Task Similarity (2026-02-10)
arXiv:2602.07218v1 Announce Type: cross Abstract: Adaptability has been regarded as a central feature in the foundation models, enabling them to effe...

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People and organizations frequently mentioned alongside Foundation model:

🌐 Abdominal trauma (1 shared articles)
🌐 CT scan (1 shared articles)
🌐 LoRA (machine learning) (1 shared articles)
🌐 Immune system (1 shared articles)
🌐 Translational research (1 shared articles)

Точка Синхронізації