Bernardino Romera‐Paredes

1. Highly accurate protein structure prediction with AlphaFold
   2021/07/15 by John Jumper, Richard Evans, Alexander Pritzel +31 · 1407 citations
   Biochemistry, Genetics and Molecular Biology · Materials Science · #Enzyme Structure and Function #Machine Learning in Bioinformatics #Protein Structure and Dynamics
2. Mathematical discoveries from program search with large language models
   2023/12/14 by Bernardino Romera‐Paredes, Bernardino Romera-Paredes, Mohammadamin Barekatain +11 · 218 citations
   Computer Science · #Computability, Logic, AI Algorithms #Artificial Intelligence in Games #Algorithms and Data Compression
3. International evaluation of an AI system for breast cancer screening
   2020/01/01 by Scott Mayer McKinney, Marcin Sieniek, Varun Godbole +33 · 69 citations
   Computer Science · Medicine · #AI in cancer detection #Global Cancer Incidence and Screening #Radiomics and Machine Learning in Medical Imaging
4. Highly accurate protein structure prediction for the human proteome
   2021/07/22 by Kathryn Tunyasuvunakool, Jonas Adler, Zachary Wu +30 · 75 citations
   Biochemistry, Genetics and Molecular Biology · #Machine Learning in Bioinformatics #Protein Structure and Dynamics #RNA and protein synthesis mechanisms
5. Quantum Circuit Optimization with AlphaTensor
   2024/02/22 by Francisco J. R. Ruiz, Tuomas Laakkonen, Ruiz, Francisco J. R. +24 · 2 voices · 24 citations
   Computer Science · #Quantum Computing Algorithms and Architecture
6. The Benefit of Multitask Representation Learning
   2015/05/23 by Andreas Maurer, Maurer, Andreas, Massimiliano Pontil +3 · 25 citations
   Computer Science · Engineering · Mathematics · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Numerical methods in inverse problems #Sparse and Compressive Sensing Techniques
7. A Probabilistic U-Net for Segmentation of Ambiguous Images
   2018/06/13 by Simon Köhl, Bernardino Romera‐Paredes, Kohl, Simon A. A. +15 · 28 citations
   Computer Science · #Generative Adversarial Networks and Image Synthesis #AI in cancer detection #Image Retrieval and Classification Techniques
8. Доочистка биологически очищенных фенольных сточных вод методом коагуляции с использованием FeCl3·6H2O
   2009/01/01 by John Jumper, Richard Evans, Alexander Pritzel +35 · 14 citations
   Environmental Science · #Environmental and Industrial Safety
9. Deep learning to achieve clinically applicable segmentation of head and neck anatomy for radiotherapy
   2018/09/12 by Stanislav Nikolov, Nikolov, Stanislav, Sam Blackwell +55 · 12 citations
   Medicine · Physics and Astronomy · #Advanced Radiotherapy Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Physical sciences #Head and Neck Cancer Studies #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Physics (physics.med-ph) #Neural and Evolutionary Computing (cs.NE) #Radiomics and Machine Learning in Medical Imaging
10. A Hierarchical Probabilistic U-Net for Modeling Multi-Scale Ambiguities
    2019/05/30 by Simon Köhl, Bernardino Romera‐Paredes, Kohl, Simon A. A. +13 · 10 citations
    Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Cell Image Analysis Techniques #Generative Adversarial Networks and Image Synthesis
11. A New Convex Relaxation for Tensor Completion
    2013/07/17 by Bernardino Romera‐Paredes, Massimiliano Pontil, Romera-Paredes, Bernardino +1 · 2 citations
    Computer Science · Engineering · Mathematics · #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Tensor decomposition and applications