| Jahr Year | Titel/Autor:in Title/Author | Publikationstyp Publication Type |
|---|---|---|
| 2024 | Transformer models in biomedicine Madan, Sumit; Lentzen, Manuel; Brandt, Johannes; Rueckert, Daniel; Hofmann-Apitius, Martin; Fröhlich, Holger |
Review |
| 2023 | Development of an early alert model for pandemic situations in Germany Wang, Danqi; Lentzen, Manuel; Botz, Jonas; Valderrama Nino, Diego Felipe; Deplante, Lucille; Perrio, Jules; Génin, Marie; Thommes, Edward; Coudeville, Laurent; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2023 | A machine learning method for the identification and characterization of novel COVID-19 drug targets Schultz, Bruce; Delong, Lauren Nicole; Masny, Aliaksandr; Lentzen, Manuel; Raschka, Tamara; Dijk, David van; Zaliani, Andrea; Hansen, Anne Funck; Rüping, Stefan; Kugler, Sabine; Burmeister, Jan; Kohlhammer, Jörn; Sarau, George; Christiansen, Silke; Kannt, Aimo; Foldenauer, Ann Christina; Claussen, Carsten; Resch, Eduard; Frank, Kevin; Gribbon, Philip; Kuzikov, Maria; Keminer, Oliver; Laue, Hendrik; Hahn, Horst; Hirsch, Jochen; Wischnewski, Marco; Günther, Matthias; Archipovas, Saulius; Tom Kodamullil, Alpha; Gemünd, Andre; Fluck, Juliane; Steinborn, Carina; Ebeling, Christian; Domingo Fernández, Daniel; Hermanowski, Helena; Fröhlich, Holger; Klein, Jürgen; Schultz, Bruce; Jacobs, Marc; Hofmann-Apitius, Martin; Knieps, Meike; Krapp, Michael; Wendland, Philipp Johannes; Wegner, Philipp; Golriz Khatami, Sepehr; Springstubbe, Stephan; Linden, Thomas; Lentzen, Manuel; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2023 | A Transformer-Based Model Trained on Large Scale Claims Data for Prediction of Severe COVID-19 Disease Progression Lentzen, Manuel; Linden, Thomas; Veeranki, Sai Pavan Kumar; Madan, Sumit; Kramer, Diether; Leodolter, Werner; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2022 | Critical assessment of transformer-based AI models for German clinical notes Lentzen, Manuel; Madan, Sumit; Lage-Rupprecht, Vanessa; Kühnel, Lisa; Fluck, Juliane; Jacobs, Marc; Mittermaier, Mirja; Witzenrath, Martin; Brunecker, Peter; Hofmann-Apitius, Martin; Weber, Joachim; Fröhlich, Holger |
Zeitschriftenaufsatz Journal Article |
| 2021 | A method for the rational selection of drug repurposing candidates from multimodal knowledge harmonization Schultz, Bruce; Zaliani, Andrea; Ebeling, Christian; Reinshagen, Jeanette; Bojkova, Denisa; Lage-Rupprecht, Vanessa; Karki, Reagon; Lukassen, Sören; Gadiya, Yojana; Ravindra, Neal G.; Das, Sayoni; Baksi, Shounak; Domingo Fernández, Daniel; Lentzen, Manuel; Strivens, Mark; Raschka, Tamara; Cinatl, Jindrich; DeLong, Lauren; Gribbon, Philip; Geisslinger, Gerd; Ciesek, Sandra; Dijk, Daniel van; Gardner, Steve; Tom Kodamullil, Alpha; Fröhlich, Holger; Peitsch, Manuel; Jacobs, Marc; Hoeng, Julia; Eils, Roland; Claussen, Carsten; Hofmann-Apitius, Martin |
Zeitschriftenaufsatz Journal Article |