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Predictability of antigen binding based on short motifs in the antibody CDRH3 Scheffer, Lonneke; Reber, Eric Emanuel; Mehta, Brij Bhushan; Pavlovic, Milena; Chernigovskaya, Maria; Richardson, Eve; Akbar, Rahmad; Lund-Johansen, Fridtjof; Greiff, Victor; Haff, Ingrid Hobaek; Sandve, Geir Kjetil Share Save
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Machine learning-driven development of a disease risk score for COVID-19 hospitalization and mortality: a Swedish and Norwegian register-based study Shakibfar, Saeed; Zhao, Jing; Li, Huiqi; Nordeng, Hedvig; Lupattelli, Angela; Pavlovic, Milena; Sandve, Geir Kjetil; Nyberg, Fredrik; Wettermark, Bjoern; Hajiebrahimi, Mohammadhossein; Andersen, Morten; Sessa, Maurizio Share Save
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Artificial intelligence-driven prediction of COVID-19-related hospitalization and death: a systematic review Shakibfar, Saeed; Nyberg, Fredrik; Li, Huiqi; Zhao, Jing; Nordeng, Hedvig Marie Egeland; Sandve, Geir Kjetil Ferkingstad; Pavlovic, Milena; Hajiebrahimi, Mohammadhossein; Andersen, Morten; Sessa, Maurizio Share Save
Unconstrained generation of synthetic antibody-antigen structures to guide machine learning methodology for antibody specificity prediction Robert, Philippe A.; Akbar, Rahmad; Frank, Robert; Pavlovic, Milena; Widrich, Michael; Snapkov, Igor; Slabodkin, Andrei; Chernigovskaya, Maria; Scheffer, Lonneke; Smorodina, Eva; Rawat, Puneet; Mehta, Brij Bhushan; Mai Ha Vu; Mathisen, Ingvild Froberg; Prosz, Aurel; Abram, Krzysztof; Olar, Alex; Miho, Enkelejda; Haug, Dag Trygve Tryslew; Lund-Johansen, Fridtjof; Hochreiter, Sepp; Haff, Ingrid Hobaek; Klambauer, Gunter; Sandve, Geir Kjetil; Greiff, Victor Share Save
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In silico proof of principle of machine learning-based antibody design at unconstrained scale Akbar, Rahmad; Robert, Philippe A.; Weber, Cedric R.; Widrich, Michael; Frank, Robert; Pavlovic, Milena; Scheffer, Lonneke; Chernigovskaya, Maria; Snapkov, Igor; Slabodkin, Andrei; Mehta, Brij Bhushan; Miho, Enkelejda; Lund-Johansen, Fridtjof; Andersen, Jan Terje; Hochreiter, Sepp; Haff, Ingrid Hobaek; Klambauer, Guenter; Sandve, Geir Kjetil; Greiff, Victor Share Save
Individualized VDJ recombination predisposes the available Ig sequence space Slabodkin, Andrei; Chernigovskaya, Maria; Mikocziova, Ivana; Akbar, Rahmad; Scheffer, Lonneke; Pavlovic, Milena; Bashour, Habib; Snapkov, Igor; Mehta, Brij Bhushan; Weber, Cedric R.; Gutierrez-Marcos, Jose; Sollid, Ludvig M.; Haff, Ingrid Hobaek; Sandve, Geir Kjetil; Robert, Philippe A.; Greiff, Victor Share Save
The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires Pavlovic, Milena; Scheffer, Lonneke; Motwani, Keshav; Kanduri, Chakravarthi; Kompova, Radmila; Vazov, Nikolay; Waagan, Knut; Bernal, Fabian L. M.; Costa, Alexandre Almeida; Corrie, Brian; Akbar, Rahmad; Al Hajj, Ghadi S.; Balaban, Gabriel; Brusko, Todd M.; Chernigovskaya, Maria; Christley, Scott; Cowell, Lindsay G.; Frank, Robert; Grytten, Ivar; Gundersen, Sveinung; Haff, Ingrid Hobaek; Hovig, Eivind; Hsieh, Ping-Han; Klambauer, Gunter; Kuijjer, Marieke L.; Lund-Andersen, Christin; Martini, Antonio; Minotto, Thomas; Pensar, Johan; Rand, Knut; Riccardi, Enrico; Robert, Philippe A.; Rocha, Artur; Slabodkin, Andrei; Snapkov, Igor; Sollid, Ludvig M.; Titov, Dmytro; Weber, Cedric R.; Widrich, Michael; Yaari, Gur; Greiff, Victor; Sandve, Geir Kjetil Share Save
A compact vocabulary of paratope-epitope interactions enables predictability of antibody-antigen binding Akbar, Rahmad; Robert, Philippe A.; Pavlovic, Milena; Jeliazkov, Jeliazko R.; Snapkov, Igor; Slabodkin, Andrei; Weber, Cedric R.; Scheffer, Lonneke; Miho, Enkelejda; Haff, Ingrid Hobaek; Haug, Dag Trygve Tryslew; Lund-Johansen, Fridtjof; Safonova, Yana; Sandve, Geir K.; Greiff, Victor Share Save
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