Valverde, Sergi
- Identifying the Best Machine Learning Algorithms for Brain Tumor Segmentation, Progression Assessment, and Overall Survival Prediction in the BRATS Challenge
2018/11/05 by Bakas, Spyridon, Reyes, Mauricio, Jakab, Andras +421 · 51 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Improving automated multiple sclerosis lesion segmentation with a\n cascaded 3D convolutional neural network approach
2017/02/16 by Sergi Valverde, Mariano Cabezas, Valverde, Sergi +17 · 3 citations
Computer Science · Immunology and Microbiology · Medicine · Neuroscience · #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Herpesvirus Infections and Treatments #Microbial infections and disease research
- Hierarchical Small Worlds in Software Architecture
2003/07/11 by Valverde, Sergi, Sole, Ricard V. · 2 citations
#Disordered Systems and Neural Networks (cond-mat.dis-nn) #FOS: Physical sciences
- One-shot domain adaptation in multiple sclerosis lesion segmentation using convolutional neural networks
2018/05/31 by Valverde, Sergi, Salem, Mostafa, Cabezas, Mariano +7 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Evolving complexity: how tinkering shapes cells, software and ecological\n networks
2019/07/11 by Ricard V. Solé, Sergi Valverde, Sole, Ricard +1 · 2 citations
Social Sciences · #Evolutionary Game Theory and Cooperation #FOS: Biological sciences #Molecular Networks (q-bio.MN) #Populations and Evolution (q-bio.PE)
- Multiple Sclerosis Lesion Synthesis in MRI using an encoder-decoder\n U-NET
2019/01/17 by Mostafa Salem, Sergi Valverde, Salem, Mostafa +13 · 1 citation
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- Is disruption decreasing, or is it accelerating?
2023/06/25 by R. Alexander Bentley, Sergi Valverde, Bentley, R. Alexander +13 · 2 voices · 1 citation
Decision Sciences · #cs.DL #cs.SI #scientometrics and bibliometrics research
- Fat tails, long memory, maturity and ageing in open-source software projects
2008/02/21 by Damien Challet, Sergi Valverde, Challet, Damien +1 · 1 citation
Computer Science · Decision Sciences · #FOS: Physical sciences #Open Source Software Innovations #Physics and Society (physics.soc-ph) #Scientific Computing and Data Management #Software Engineering Research