Song, Andrew H.
- Multimodal Whole Slide Foundation Model for Pathology
2024/11/29 by Tong Ding, Ding, Tong, Sophia J. Wagner +43 · 40 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
- HEST-1k: A Dataset for Spatial Transcriptomics and Histology Image Analysis
2024/06/23 by Guillaume Jaume, Paul Doucet, Jaume, Guillaume +19 · 26 citations
Biochemistry, Genetics and Molecular Biology · #Cancer-related molecular mechanisms research #Molecular Biology Techniques and Applications #Gene expression and cancer classification
- Morphological Prototyping for Unsupervised Slide Representation Learning in Computational Pathology
2024/05/19 by Song, Andrew H., Chen, Richard J., Ding, Tong +3 · 18 citations
#Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Multimodal Prototyping for cancer survival prediction
2024/06/28 by Song, Andrew H., Chen, Richard J., Jaume, Guillaume +3 · 12 citations
#Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Molecular-driven Foundation Model for Oncologic Pathology
2025/01/28 by Anurag Vaidya, Andrew Zhang, Vaidya, Anurag +33 · 18 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Genetics, Bioinformatics, and Biomedical Research #Computational Drug Discovery Methods
- Transcriptomics-guided Slide Representation Learning in Computational Pathology
2024/05/19 by Jaume, Guillaume, Oldenburg, Lukas, Vaidya, Anurag +5 · 8 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Multistain Pretraining for Slide Representation Learning in Pathology
2024/08/05 by Jaume, Guillaume, Vaidya, Anurag, Zhang, Andrew +7 · 7 citations
#Artificial Intelligence (cs.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
- A General-Purpose Self-Supervised Model for Computational Pathology
2023/08/29 by Chen, Richard J., Ding, Tong, Lu, Ming Y. +17 · 5 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Biological sciences #FOS: Computer and information sciences #Tissues and Organs (q-bio.TO)
- Incorporating intratumoral heterogeneity into weakly-supervised deep learning models via variance pooling
2022/06/17 by Carmichael, Iain, Song, Andrew H., Chen, Richard J. +3 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Methodology (stat.ME) #electronic engineering #information engineering
- Spike Sorting by Convolutional Dictionary Learning
2018/06/06 by Song, Andrew H., Flores, Francisco, Ba, Demba · 1 citation
#FOS: Biological sciences #FOS: Computer and information sciences #FOS: Electrical engineering #Methodology (stat.ME) #Neurons and Cognition (q-bio.NC) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Channel-Attention Dense U-Net for Multichannel Speech Enhancement
2020/01/30 by Tolooshams, Bahareh, Giri, Ritwik, Song, Andrew H. +2 · 1 citation
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Sound (cs.SD) #electronic engineering #information engineering
- Do Multiple Instance Learning Models Transfer?
2025/06/10 by Daniel Shao, Richard J. Chen, Shao, Daniel +11 · 6 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Medical Image Segmentation Techniques #Cell Image Analysis Techniques
- A Foundation Model for Spatial Proteomics
2025/06/03 by Muhammad Shaban, Yuzhou Chang, Shaban, Muhammad +113 · 3 citations
Biochemistry, Genetics and Molecular Biology · #Advanced Fluorescence Microscopy Techniques #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Single-cell and spatial transcriptomics
- AI-driven 3D Spatial Transcriptomics
2025/02/25 by Cristina Almagro-Pérez, Almagro-Pérez, Cristina, Andrew H. Song +29 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Applications (stat.AP) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Single-cell and spatial transcriptomics