Arcucci, Rossella
- Machine learning with data assimilation and uncertainty quantification for dynamical systems: a review
2023/03/18 by Sibo Cheng, Cheng, Sibo, Cesar Quilodran-Casas +31 · 16 citations
Earth and Planetary Sciences · Environmental Science · #Meteorological Phenomena and Simulations #Climate variability and models #Plant Water Relations and Carbon Dynamics
- Frozen Language Model Helps ECG Zero-Shot Learning
2023/03/22 by Jun Li, Che Liu, Li, Jun +7 · 14 citations
Medicine · Computer Science · #ECG Monitoring and Analysis #Sentiment Analysis and Opinion Mining
- Zero-Shot ECG Classification with Multimodal Learning and Test-time Clinical Knowledge Enhancement
2024/03/11 by Che Liu, Zhongwei Wan, Liu, Che +9 · 15 citations
Medicine · #ECG Monitoring and Analysis
- BIMCV-R: A Landmark Dataset for 3D CT Text-Image Retrieval
2024/03/24 by Yinda Chen, Chen, Yinda, Che Liu +7 · 15 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- MEIT: Multimodal Electrocardiogram Instruction Tuning on Large Language Models for Report Generation
2024/03/07 by Zhongwei Wan, Che Liu, Wan, Zhongwei +14 · 12 citations
Computer Science · #Advanced Text Analysis Techniques
- Med-UniC: Unifying Cross-Lingual Medical Vision-Language Pre-Training by Diminishing Bias
2023/05/31 by Zhongwei Wan, Wan, Zhongwei, Che Liu +15 · 10 citations
Computer Science · Medicine · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI #Biomedical Text Mining and Ontologies
- 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
- Efficient deep data assimilation with sparse observations and time-varying sensors
2023/10/24 by Cheng, Sibo, Liu, Che, Guo, Yike +1 · 6 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Mathematical Physics (math-ph)
- T3D: Advancing 3D Medical Vision-Language Pre-training by Learning Multi-View Visual Consistency
2023/12/03 by Che Liu, Liu, Che, Cheng Ouyang +17 · 6 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
- ETP: Learning Transferable ECG Representations via ECG-Text Pre-training
2023/09/06 by Che Liu, Zhongwei Wan, Liu, Che +7 · 6 citations
Medicine · #Artificial Intelligence (cs.AI) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- 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)
- IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training
2023/10/11 by Che Liu, Liu, Che, Sibo Cheng +9 · 5 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
- Beyond Distillation: Pushing the Limits of Medical LLM Reasoning with Minimalist Rule-Based RL
2025/05/23 by Liu, Che, Wang, Haozhe, Pan, Jiazhen +6 · 18 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- Generative Text-Guided 3D Vision-Language Pretraining for Unified Medical Image Segmentation
2023/06/07 by Yinda Chen, Chen, Yinda, Che Liu +9 · 4 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #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
- FMBench: Benchmarking Fairness in Multimodal Large Language Models on Medical Tasks
2024/10/01 by Peiran Wu, Wu, Peiran, Che Liu +9 · 7 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
- A generative model for surrogates of spatial-temporal wildfire nowcasting
2023/08/05 by Sibo Cheng, Cheng, Sibo, Yike Guo +3 · 3 citations
Environmental Science · #Artificial Intelligence (cs.AI) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fire effects on ecosystems #Landslides and related hazards #Machine Learning (cs.LG)
- Data Assimilation in the Latent Space of a Neural Network
2020/12/22 by Maddalena Amendola, Amendola, Maddalena, Rossella Arcucci +13 · 2 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Neural Networks and Applications
- 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
- Generalised Latent Assimilation in Heterogeneous Reduced Spaces with Machine Learning Surrogate Models
2022/04/07 by Sibo Cheng, Jianhua Chen, Cheng, Sibo +13 · 2 citations
Earth and Planetary Sciences · Engineering · Physics and Astronomy · #Chaotic Dynamics (nlin.CD) #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Lattice Boltzmann Simulation Studies #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Model Reduction and Neural Networks
- Argus: Benchmarking and Enhancing Vision-Language Models for 3D Radiology Report Generation
2024/06/11 by Che Liu, Zhongwei Wan, Liu, Che +13 · 3 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Can Medical Vision-Language Pre-training Succeed with Purely Synthetic Data?
2024/10/17 by Liu, Che, Wan, Zhongwei, Wang, Haozhe +6 · 4 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Does DINOv3 Set a New Medical Vision Standard? Benchmarking 2D and 3D Classification, Segmentation, and Registration
2025/09/08 by Che Liu, Liu, Che, Yinda Chen +39 · 11 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Infrared Thermography in Medicine
- Explainable Global Wildfire Prediction Models using Graph Neural Networks
2024/02/11 by Dayou Chen, Chen, Dayou, Sibo Cheng +7 · 2 citations
Environmental Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Fire effects on ecosystems #Machine Learning (cs.LG)
- Machine learning for modelling unstructured grid data in computational physics: a review
2025/02/13 by Sibo Cheng, Cheng, Sibo, Marc Bocquet +42 · 6 citations
Computer Science · #Advanced Data Storage Technologies #Computational Engineering #Computational Physics and Python Applications #Data Analysis #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an) #and Science (cs.CE)
- Adversarial autoencoders and adversarial LSTM for improved forecasts of urban air pollution simulations
2021/04/13 by César Quilodrán Casas, Quilodrán-Casas, César, Rossella Arcucci +7 · 1 citation
Earth and Planetary Sciences · Engineering · Environmental Science · #Aerodynamics and Acoustics in Jet Flows #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Fluid Dynamics (physics.flu-dyn) #Machine Learning (cs.LG) #Meteorological Phenomena and Simulations #Wind and Air Flow Studies
- SuPreME: A Supervised Pre-training Framework for Multimodal ECG Representation Learning
2025/02/27 by Mingsheng Cai, Jiuming Jiang, Cai, Mingsheng +7 · 2 citations
Medicine · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #ECG Monitoring and Analysis #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- How Far Have Medical Vision-Language Models Come? A Comprehensive Benchmarking Study
2025/07/15 by Che Liu, Liu, Che, Jiazhen Pan +9 · 1 voice · 1 citation
Computer Science · Nursing · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Nursing Diagnosis and Documentation #cs.CV
- TorchDA: A Python package for performing data assimilation with deep learning forward and transformation functions
2024/08/30 by Sibo Cheng, Cheng, Sibo, Jinyang Min +5 · 1 citation
Computer Science · Earth and Planetary Sciences · #Computational Physics and Python Applications #FOS: Computer and information sciences #Geophysics and Gravity Measurements #Machine Learning (cs.LG) #Mathematical Software (cs.MS)
- A Probabilistic Approach to Wildfire Spread Prediction Using a Denoising Diffusion Surrogate Model
2025/07/01 by Yu, Wenbo, Ghosh, Anirbit, Finn, Tobias Sebastian +3 · 2 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- How Does Diverse Interpretability of Textual Prompts Impact Medical Vision-Language Zero-Shot Tasks?
2024/08/31 by Sicheng Wang, Wang, Sicheng, Che Liu +3 · 1 citation
Health Professions · #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) #Interpreting and Communication in Healthcare #Machine Learning (cs.LG) #electronic engineering #information engineering