Santamaria-Pang, Alberto
- Foundation Models for Biomedical Image Segmentation: A Survey
2024/01/15 by Lee, Ho Hin, Gu, Yu, Zhao, Theodore +9 · 13 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MedImageInsight: An Open-Source Embedding Model for General Domain Medical Imaging
2024/10/09 by Codella, Noel C. F., Jin, Ying, Jain, Shrey +28 · 16 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- 3D-MIR: A Benchmark and Empirical Study on 3D Medical Image Retrieval in Radiology
2023/11/23 by Asma Ben Abacha, Alberto Santamaría-Pang, Abacha, Asma Ben +21 · 5 citations
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Region-based Contrastive Pretraining for Medical Image Retrieval with Anatomic Query
2023/05/09 by Ho Hin Lee, Alberto Santamaría-Pang, Lee, Ho Hin +11 · 1 citation
Computer Science · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
- WaveFormer: A 3D Transformer with Wavelet-Driven Feature Representation for Efficient Medical Image Segmentation
2025/03/31 by Md Mahfuz Al Hasan, Hasan, Md Mahfuz Al, Mahdi Zaman +20 · 2 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Medical Imaging and Analysis #Medical Image Segmentation Techniques
- Multi-Modal Mamba Modeling for Survival Prediction (M4Survive): Adapting Joint Foundation Model Representations
2025/03/13 by Ho Hin Lee, Lee, Ho Hin, Alberto Santamaría-Pang +7 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #MRI in cancer diagnosis #Radiomics and Machine Learning in Medical Imaging
- From Embeddings to Accuracy: Comparing Foundation Models for Radiographic Classification
2025/05/16 by Xue Li, Jameson Merkow, Li, Xue +25 · 2 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering