Applying and improving AlphaFold at CASP14 von Jumper, John, Evans, Richard, Pritzel, Alexander, Green, Tim, Figurnov, Michael, Ronneberger, Olaf, Tunyasuvunakool, Kathryn, Bates, Russ, Žídek, Augustin, Potapenko, Anna, Bridgland, Alex, Meyer, Clemens, Kohl, Simon A. A., Ballard, Andrew J., Cowie, Andrew, Romera‐Paredes, Bernardino, Nikolov, Stanislav, Jain, Rishub, Adler, Jonas, Back, Trevor, Petersen, Stig, Reiman, David, Clancy, Ellen, Zielinski, Michal, Steinegger, Martin, Pacholska, Michalina, Berghammer, Tamas, Silver, David, Vinyals, Oriol, Senior, Andrew W., Kavukcuoglu, Koray, Kohli, Pushmeet, Hassabis, Demis

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The Automatic Detection of Chronic Pain-Related Expression: Requirements, Challenges and the Multimodal EmoPain Dataset von Aung, Min S. H., Kaltwang, Sebastian, Romera-Paredes, Bernardino, Martinez, Brais, Singh, Aneesha, Cella, Matteo, Valstar, Michel, Hongying Meng, Kemp, Andrew, Shafizadeh, Moshen, Elkins, Aaron C., Kanakam, Natalie, de Rothschild, Amschel, Tyler, Nick, Watson, Paul J., de C Williams, Amanda C., Pantic, Maja, Bianchi-Berthouze, Nadia

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Discovering faster matrix multiplication algorithms with reinforcement learning von Fawzi, Alhussein, Balog, Matej, Huang, Aja, Hubert, Thomas, Romera-Paredes, Bernardino, Barekatain, Mohammadamin, Novikov, Alexander, R. Ruiz, Francisco J., Schrittwieser, Julian, Swirszcz, Grzegorz, Silver, David, Hassabis, Demis, Kohli, Pushmeet

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Highly accurate protein structure prediction with AlphaFold von Jumper, John, Evans, Richard, Pritzel, Alexander, Green, Tim, Figurnov, Michael, Ronneberger, Olaf, Tunyasuvunakool, Kathryn, Bates, Russ, Žídek, Augustin, Potapenko, Anna, Bridgland, Alex, Meyer, Clemens, Kohl, Simon A. A., Ballard, Andrew J., Cowie, Andrew, Romera-Paredes, Bernardino, Nikolov, Stanislav, Jain, Rishub, Adler, Jonas, Back, Trevor, Petersen, Stig, Reiman, David, Clancy, Ellen, Zielinski, Michal, Steinegger, Martin, Pacholska, Michalina, Berghammer, Tamas, Bodenstein, Sebastian, Silver, David, Vinyals, Oriol, Senior, Andrew W., Kavukcuoglu, Koray, Kohli, Pushmeet, Hassabis, Demis

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Recurrent Instance Segmentation von Romera-Paredes, Bernardino, Torr, Philip Hilaire Sean

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Mathematical discoveries from program search with large language models von Romera-Paredes, Bernardino, Barekatain, Mohammadamin, Novikov, Alexander, Balog, Matej, Kumar, M. Pawan, Dupont, Emilien, Ruiz, Francisco J. R., Ellenberg, Jordan S., Wang, Pengming, Fawzi, Omar, Kohli, Pushmeet, Fawzi, Alhussein

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Highly accurate protein structure prediction for the human proteome von Tunyasuvunakool, Kathryn, Adler, Jonas, Wu, Zachary, Green, Tim, Zielinski, Michal, Žídek, Augustin, Bridgland, Alex, Cowie, Andrew, Meyer, Clemens, Laydon, Agata, Velankar, Sameer, Kleywegt, Gerard J., Bateman, Alex, Evans, Richard, Pritzel, Alexander, Figurnov, Michael, Ronneberger, Olaf, Bates, Russ, Kohl, Simon A. A., Potapenko, Anna, Ballard, Andrew J., Romera-Paredes, Bernardino, Nikolov, Stanislav, Jain, Rishub, Clancy, Ellen, Reiman, David, Petersen, Stig, Senior, Andrew W., Kavukcuoglu, Koray, Birney, Ewan, Kohli, Pushmeet, Jumper, John, Hassabis, Demis

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International evaluation of an AI system for breast cancer screening von McKinney, Scott Mayer, Sieniek, Marcin, Godbole, Varun, Godwin, Jonathan, Antropova, Natasha, Ashrafian, Hutan, Back, Trevor, Chesus, Mary, Corrado, Greg S., Darzi, Ara, Etemadi, Mozziyar, Garcia-Vicente, Florencia, Gilbert, Fiona J., Halling-Brown, Mark, Hassabis, Demis, Jansen, Sunny, Karthikesalingam, Alan, Kelly, Christopher J., King, Dominic, Ledsam, Joseph R., Melnick, David, Mostofi, Hormuz, Peng, Lily, Reicher, Joshua Jay, Romera-Paredes, Bernardino, Sidebottom, Richard, Suleyman, Mustafa, Tse, Daniel, Young, Kenneth C., De Fauw, Jeffrey, Shetty, Shravya

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Clinically applicable deep learning for diagnosis and referral in retinal disease von De Fauw, Jeffrey, Ledsam, Joseph R., Romera-Paredes, Bernardino, Nikolov, Stanislav, Tomasev, Nenad, Blackwell, Sam, Askham, Harry, Glorot, Xavier, O’Donoghue, Brendan, Visentin, Daniel, van den Driessche, George, Lakshminarayanan, Balaji, Meyer, Clemens, Mackinder, Faith, Bouton, Simon, Ayoub, Kareem, Chopra, Reena, King, Dominic, Karthikesalingam, Alan, Hughes, Cían O., Raine, Rosalind, Hughes, Julian, Sim, Dawn A., Egan, Catherine, Tufail, Adnan, Montgomery, Hugh, Hassabis, Demis, Rees, Geraint, Back, Trevor, Khaw, Peng T., Suleyman, Mustafa, Cornebise, Julien, Keane, Pearse A., Ronneberger, Olaf

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Addendum: International evaluation of an AI system for breast cancer screening von McKinney, Scott Mayer, Sieniek, Marcin, Godbole, Varun, Godwin, Jonathan, Antropova, Natasha, Ashrafian, Hutan, Back, Trevor, Chesus, Mary, Corrado, Greg S., Darzi, Ara, Etemadi, Mozziyar, Garcia-Vicente, Florencia, Gilbert, Fiona J., Halling-Brown, Mark, Hassabis, Demis, Jansen, Sunny, Karthikesalingam, Alan, Kelly, Christopher J., King, Dominic, Ledsam, Joseph R., Melnick, David, Mostofi, Hormuz, Peng, Lily, Reicher, Joshua Jay, Romera-Paredes, Bernardino, Sidebottom, Richard, Suleyman, Mustafa, Tse, Daniel, Young, Kenneth C., De Fauw, Jeffrey, Shetty, Shravya

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Applying machine learning to automated segmentation of head and neck tumour volumes and organs at risk on radiotherapy planning CT and MRI scans [version 1; peer review: 1 approved... von Chu, Carlton, De Fauw, Jeffrey, Tomasev, Nenad, Paredes, Bernardino Romera, Hughes, Cían, Ledsam, Joseph, Back, Trevor, Montgomery, Hugh, Rees, Geraint, Raine, Rosalind, Sullivan, Kevin, Moinuddin, Syed, D'Souza, Derek, Ronneberger, Olaf, Mendes, Ruheena, Cornebise, Julien

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Quantum Circuit Optimization with AlphaTensor von Ruiz, Francisco J. R, Laakkonen, Tuomas, Bausch, Johannes, Balog, Matej, Barekatain, Mohammadamin, Heras, Francisco J. H, Novikov, Alexander, Fitzpatrick, Nathan, Romera-Paredes, Bernardino, van de Wetering, John, Fawzi, Alhussein, Meichanetzidis, Konstantinos, Kohli, Pushmeet

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FACIAL EXPRESSION TRACKING von ROMERA PAREDES, BERNARDINO, ZHANG, CHA, ZHANG, ZHENGYOU

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Recurrent Instance Segmentation von Romera-Paredes, Bernardino, Torr, Philip H. S

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FACIAL EXPRESSION TRACKING von ZHANG CHA, ROMERA PAREDES BERNARDINO, ZHANG ZHENGYOU

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Facial expression tracking von Zhang, Cha, Zhang, Zhengyou, Romera Paredes, Bernardino

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The Benefit of Multitask Representation Learning von Maurer, Andreas, Pontil, Massimiliano, Romera-Paredes, Bernardino

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A New Convex Relaxation for Tensor Completion von Romera-Paredes, Bernardino, Pontil, Massimiliano

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3-D CONVOLUTIONAL NEURAL NETWORKS FOR ORGAN SEGMENTATION IN MEDICAL IMAGES FOR RADIOTHERAPY PLANNING von ASKHAM, Harry, NIKOLOV, Stanislav, ROMERA-PAREDES, Bernardino, MEYER, Clemens, BACK, Trevor, HUGHES, Cian, DE FAUW, Jeffrey, LEDSAM, Joseph R, BLACKWELL, Samuel, RONNEBERGER, Olaf

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Finding Increasingly Large Extremal Graphs with AlphaZero and Tabu Search von Mehrabian, Abbas, Anand, Ankit, Kim, Hyunjik, Sonnerat, Nicolas, Balog, Matej, Comanici, Gheorghe, Tudor Berariu, Lee, Andrew, Ruoss, Anian, Bulanova, Anna, Toyama, Daniel, Blackwell, Sam, Bernardino Romera Paredes, Veličković, Petar, Orseau, Laurent, Lee, Joonkyung, Anurag Murty Naredla, Precup, Doina, Wagner, Adam Zsolt

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