Barbieri, Sebastiano

1. Improved unsupervised physics-informed deep learning for intravoxel\n incoherent motion modeling and evaluation in pancreatic cancer patients
   2020/11/03 by Misha P. T. Kaandorp, Misha Kaandorp, Sebastiano Barbieri +15 · 3 citations
   Medicine · #Advanced MRI Techniques and Applications #FOS: Biological sciences #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Medical Physics (physics.med-ph) #Quantitative Methods (q-bio.QM) #Radiomics and Machine Learning in Medical Imaging
2. Incorporating Uncertainty in Learning to Defer Algorithms for Safe Computer-Aided Diagnosis
   2021/08/17 by Jessie Liu, Liu, Jessie, Blanca Gallego +3 · 3 citations
   Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #COVID-19 diagnosis using AI #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare
3. Benchmarking Deep Learning Architectures for Predicting Readmission to the ICU and Describing Patients-at-Risk
   2019/05/21 by Barbieri, Sebastiano, Kemp, James, Perez-Concha, Oscar +4 · 2 citations
   #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
4. Generating Synthetic Clinical Data that Capture Class Imbalanced Distributions with Generative Adversarial Networks: Example using Antiretroviral Therapy for HIV
   2022/08/18 by Nicholas I-Hsien Kuo, Kuo, Nicholas I-Hsien, Garcia, Federico +7 · 1 citation
   Computer Science · #AI in cancer detection #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning in Healthcare