Paschali, Magdalini

1. A Vision-Language Foundation Model to Enhance Efficiency of Chest X-ray Interpretation
   2024/01/22 by Zhihong Chen, Chen, Zhihong, Maya Varma +37 · 49 citations
   Medicine · #COVID-19 diagnosis using AI #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging
2. Merlin: A Computed Tomography Vision-Language Foundation Model and Dataset
   2024/06/10 by Louis Blankemeier, Ashwin Kumar, Blankemeier, Louis +68 · 25 citations
   Computer Science · Earth and Planetary Sciences · Medicine · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Geological Modeling and Analysis #Medical Image Segmentation Techniques #Medical Imaging Techniques and Applications
3. Generalizability vs. Robustness: Adversarial Examples for Medical Imaging
   2018/03/23 by Magdalini Paschali, Sailesh Conjeti, Paschali, Magdalini +5 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Generative Adversarial Networks and Image Synthesis
4. Ultrasound-Guided Robotic Navigation with Deep Reinforcement Learning
   2020/03/30 by Hannes Hase, Mohammad Farid Azampour, Hase, Hannes +11 · 3 citations
   Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO) #Robotics and Sensor-Based Localization
5. Deep Learning Under the Microscope: Improving the Interpretability of Medical Imaging Neural Networks
   2019/04/05 by Paschali, Magdalini, Naeem, Muhammad Ferjad, Simson, Walter +3 · 2 citations
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
6. Confidence-based Out-of-Distribution Detection: A Comparative Study and Analysis
   2021/07/06 by Berger, Christoph, Paschali, Magdalini, Glocker, Ben +1 · 1 citation
   #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
7. Self-Supervised Learning for Physiologically-Based Pharmacokinetic Modeling in Dynamic PET
   2023/05/17 by De Benetti, Francesca, Simson, Walter, Paschali, Magdalini +5 · 1 citation
   #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
8. Automated Real-time Assessment of Intracranial Hemorrhage Detection AI Using an Ensembled Monitoring Model (EMM)
   2025/05/16 by Fang, Zhongnan, Johnston, Andrew, Cheuy, Lina +10 · 2 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
9. Bridging the Gap between Deep Learning and Hypothesis-Driven Analysis via Permutation Testing
   2022/07/28 by Magdalini Paschali, Paschali, Magdalini, Qingyu Zhao +5 · 1 citation
   Environmental Science · Neuroscience · Psychology · #FOS: Computer and information sciences #Functional Brain Connectivity Studies #Health, Environment, Cognitive Aging #Machine Learning (cs.LG) #Mental Health Research Topics
10. End-to-End Learning-Based Ultrasound Reconstruction
    2019/04/09 by Walter Simson, Simson, Walter, Rüdiger Göbl +10 · 1 citation
    Computer Science · Engineering · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Flow Measurement and Analysis #Ultrasound Imaging and Elastography
11. Improving Performance, Robustness, and Fairness of Radiographic AI Models with Finely-Controllable Synthetic Data
    2025/08/22 by Moroianu, Stefania L., Bluethgen, Christian, Chambon, Pierre +8 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences