Soroosh Tayebi Arasteh

1. Using Machine Learning to Reduce the Need for Contrast Agents in Breast MRI through Synthetic Images
   2023/03/21 by Gustav Müller‐Franzes, Gustav Müller-Franzes, Luisa Huck +11 · 32 citations
   Medicine · Computer Science · #MRI in cancer diagnosis #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
2. Medical Diffusion: Denoising Diffusion Probabilistic Models for 3D Medical Image Generation
   2022/11/07 by Firas Khader, Khader, Firas, Gustav Mueller-Franzes +27 · 7 citations
   Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
3. RadioRAG: Online Retrieval-augmented Generation for Radiology Question Answering
   2024/07/22 by Soroosh Tayebi Arasteh, Arasteh, Soroosh Tayebi, Mahshad Lotfinia +17 · 1 voice · 7 citations
   Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
4. From large language models to multimodal AI: A scoping review on the potential of generative AI in medicine
   2025/02/13 by Lukas Buess, Matthias Keicher, Buess, Lukas +7 · 4 citations
   Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #FOS: Computer and information sciences #Machine Learning in Healthcare
5. An Empirical Study on Text-Independent Speaker Verification based on the GE2E Method
   2020/11/10 by Soroosh Tayebi Arasteh, Arasteh, Soroosh Tayebi · 1 citation
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
6. Self-supervision drives representational convergence in medical foundation models more than clinical supervision
   2026/07/22 by Soroosh Tayebi Arasteh, Sebastian Ziegelmayer, Mahshad Lotfinia +4
   Computer Science · #cs.CV #cs.AI #cs.CL #cs.LG