Shah, Anand

1. Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
   2024/03/11 by Che Liu, Liu, Che, Zhongwei Wan +9 · 11 citations
   Medicine · #ECG Monitoring and Analysis
2. M-FLAG: Medical Vision-Language Pre-training with Frozen Language Models and Latent Space Geometry Optimization
   2023/07/17 by Che Liu, Sibo Cheng, Liu, Che +13 · 8 citations
   Medicine · Computer Science · #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
3. Utilizing Synthetic Data for Medical Vision-Language Pre-training: Bypassing the Need for Real Images
   2023/10/10 by Liu, Che, Shah, Anand, Bai, Wenjia +1 · 5 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency
   2023/12/03 by Che Liu, Cheng Ouyang, Liu, Che +17 · 5 citations
   Computer Science · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #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) #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
5. IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training
   2023/10/11 by Che Liu, Sibo Cheng, Liu, Che +9 · 4 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging
6. G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training
   2023/12/03 by Che Liu, Cheng Ouyang, Liu, Che +9 · 3 citations
   Medicine · Computer Science · #COVID-19 diagnosis using AI #Multimodal Machine Learning Applications #Radiomics and Machine Learning in Medical Imaging