Accounting for Precision Uncertainty of Toxicity Testing: Methods to Define Borderline Ranges and Implications for Hazard Assessment of Chemicals

por Gabbert, Silke, Mathea, Miriam, Kolle, Susanne N., Landsiedel, Robert
Publicado 2020

Efficiency of different measures for defining the applicability domain of classification models

por Klingspohn, Waldemar, Mathea, Miriam, ter Laak, Antonius, Heinrich, Nikolaus, Baumann, Knut
Publicado 2017

Studying and mitigating the effects of data drifts on ML model performance at the example of chemical toxicity data

por Morger, Andrea, Garcia de Lomana, Marina, Norinder, Ulf, Svensson, Fredrik, Kirchmair, Johannes, Mathea, Miriam, Volkamer, Andrea
Publicado 2022

KnowTox: pipeline and case study for confident prediction of potential toxic effects of compounds in early phases of development

por Morger, Andrea, Mathea, Miriam, Achenbach, Janosch H., Wolf, Antje, Buesen, Roland, Schleifer, Klaus-Juergen, Landsiedel, Robert, Volkamer, Andrea
Publicado 2020

ChemBioSim: Enhancing Conformal Prediction of In Vivo Toxicity by Use of Predicted Bioactivities

por Garcia de Lomana, Marina, Morger, Andrea, Norinder, Ulf, Buesen, Roland, Landsiedel, Robert, Volkamer, Andrea, Kirchmair, Johannes, Mathea, Miriam
Publicado 2021

In Silico Models to Predict the Perturbation of Molecular Initiating Events Related to Thyroid Hormone Homeostasis

por Garcia de Lomana, Marina, Weber, Andreas Georg, Birk, Barbara, Landsiedel, Robert, Achenbach, Janosch, Schleifer, Klaus-Juergen, Mathea, Miriam, Kirchmair, Johannes
Publicado 2020

Analyzing Learned Molecular Representations for Property Prediction

por Yang, Kevin, Swanson, Kyle, Jin, Wengong, Coley, Connor, Eiden, Philipp, Gao, Hua, Guzman-Perez, Angel, Hopper, Timothy, Kelley, Brian, Mathea, Miriam, Palmer, Andrew, Settels, Volker, Jaakkola, Tommi, Jensen, Klavs, Barzilay, Regina
Publicado 2019

Correction to Analyzing Learned Molecular Representations for Property Prediction

por Yang, Kevin, Swanson, Kyle, Jin, Wengong, Coley, Connor, Eiden, Philipp, Gao, Hua, Guzman-Perez, Angel, Hopper, Timothy, Kelley, Brian, Mathea, Miriam, Palmer, Andrew, Settels, Volker, Jaakkola, Tommi, Jensen, Klavs, Barzilay, Regina
Publicado 2019

Current and Future Roles of Artificial Intelligence in Medicinal Chemistry Synthesis

por Struble, Thomas J., Alvarez, Juan C., Brown, Scott P., Chytil, Milan, Cisar, Justin, DesJarlais, Renee L., Engkvist, Ola, Frank, Scott A., Greve, Daniel R., Griffin, Daniel J., Hou, Xinjun, Johannes, Jeffrey W., Kreatsoulas, Constantine, Lahue, Brian, Mathea, Miriam, Mogk, Georg, Nicolaou, Christos A., Palmer, Andrew D., Price, Daniel J., Robinson, Richard I., Salentin, Sebastian, Xing, Li, Jaakkola, Tommi, Green, William. H., Barzilay, Regina, Coley, Connor W., Jensen, Klavs F.
Publicado 2020

11th German Conference on Chemoinformatics (GCC 2015): Fulda, Germany. 8–10 November 2015

por Fechner, Uli, de Graaf, Chris, Torda, Andrew E., Güssregen, Stefan, Evers, Andreas, Matter, Hans, Hessler, Gerhard, Richmond, Nicola J., Schmidtke, Peter, Segler, Marwin H. S., Waller, Mark P., Pleik, Stefanie, Shea, Joan-Emma, Levine, Zachary, Mullen, Ryan, van den Broek, Karina, Epple, Matthias, Kuhn, Hubert, Truszkowski, Andreas, Zielesny, Achim, Fraaije, Johannes (Hans), Gracia, Ruben Serral, Kast, Stefan M., Bulusu, Krishna C., Bender, Andreas, Yosipof, Abraham, Nahum, Oren, Senderowitz, Hanoch, Krotzky, Timo, Schulz, Robert, Wolber, Gerhard, Bietz, Stefan, Rarey, Matthias, Zimmermann, Markus O., Lange, Andreas, Ruff, Manuel, Heidrich, Johannes, Onlia, Ionut, Exner, Thomas E., Boeckler, Frank M., Bermudez, Marcel, Firaha, Dzmitry S., Hollóczki, Oldamur, Kirchner, Barbara, Tautermann, Christofer S., Volkamer, Andrea, Eid, Sameh, Turk, Samo, Rippmann, Friedrich, Fulle, Simone, Saleh, Noureldin, Saladino, Giorgio, Gervasio, Francesco L., Haensele, Elke, Banting, Lee, Whitley, David C., Oliveira Santos, Jana Sopkova-de, Bureau, Ronan, Clark, Timothy, Sandmann, Achim, Lanig, Harald, Kibies, Patrick, Heil, Jochen, Hoffgaard, Franziska, Frach, Roland, Engel, Julian, Smith, Steven, Basu, Debjit, Rauh, Daniel, Kohlbacher, Oliver, Boeckler, Frank M., Essex, Jonathan W., Bodnarchuk, Michael S., Ross, Gregory A., Finkelmann, Arndt R., Göller, Andreas H., Schneider, Gisbert, Husch, Tamara, Schütter, Christoph, Balducci, Andrea, Korth, Martin, Ntie-Kang, Fidele, Günther, Stefan, Sippl, Wolfgang, Mbaze, Luc Meva’a, Ntie-Kang, Fidele, Simoben, Conrad V., Lifongo, Lydia L., Ntie-Kang, Fidele, Judson, Philip, Barilla, Jiří, Lokajíček, Miloš V., Pisaková, Hana, Simr, Pavel, Kireeva, Natalia, Petrov, Alexandre, Ostroumov, Denis, Solovev, Vitaly P., Pervov, Vladislav S., Friedrich, Nils-Ole, Sommer, Kai, Rarey, Matthias, Kirchmair, Johannes, Proschak, Eugen, Weber, Julia, Moser, Daniel, Kalinowski, Lena, Achenbach, Janosch, Mackey, Mark, Cheeseright, Tim, Renner, Gerrit, Renner, Gerrit, Schmidt, Torsten C., Schram, Jürgen, Egelkraut-Holtus, Marion, van Oeyen, Albert, Kalliokoski, Tuomo, Fourches, Denis, Ibezim, Akachukwu, Mbah, Chika J., Adikwu, Umale M., Nwodo, Ngozi J., Steudle, Alexander, Masek, Brian B., Nagy, Stephan, Baker, David, Soltanshahi, Fred, Dorfman, Roman, Dubrucq, Karen, Patel, Hitesh, Koch, Oliver, Mrugalla, Florian, Kast, Stefan M., Ain, Qurrat U., Fuchs, Julian E., Owen, Robert M., Omoto, Kiyoyuki, Torella, Rubben, Pryde, David C., Glen, Robert, Bender, Andreas, Hošek, Petr, Spiwok, Vojtěch, Mervin, Lewis H., Barrett, Ian, Firth, Mike, Murray, David C., McWilliams, Lisa, Cao, Qing, Engkvist, Ola, Warszycki, Dawid, Śmieja, Marek, Bojarski, Andrzej J., Aniceto, Natalia, Freitas, Alex, Ghafourian, Taravat, Herrmann, Guido, Eigner-Pitto, Valentina, Naß, Alexandra, Kurczab, Rafał, Bojarski, Andrzej J., Lange, Andreas, Günther, Marcel B., Hennig, Susanne, Büttner, Felix M., Schall, Christoph, Sievers-Engler, Adrian, Ansideri, Francesco, Koch, Pierre, Stehle, Thilo, Laufer, Stefan, Böckler, Frank M., Zdrazil, Barbara, Montanari, Floriane, Ecker, Gerhard F., Grebner, Christoph, Hogner, Anders, Ulander, Johan, Edman, Karl, Guallar, Victor, Tyrchan, Christian, Ulander, Johan, Tyrchan, Christian, Klute, Wolfgang, Bergström, Fredrik, Kramer, Christian, Nguyen, Quoc Dat, Frach, Roland, Kibies, Patrick, Strohfeldt, Steven, Böttcher, Saraphina, Pongratz, Tim, Horinek, Dominik, Kast, Stefan M., Rupp, Bernd, Al-Yamori, Raed, Lisurek, Michael, Kühne, Ronald, Furtado, Filipe, van den Broek, Karina, Wessjohann, Ludger, Mathea, Miriam, Baumann, Knut, Mohamad-Zobir, Siti Zuraidah, Fu, Xianjun, Fan, Tai-Ping, Bender, Andreas, Kuhn, Maximilian A., Sotriffer, Christoph A., Zoufir, Azedine, Li, Xitong, Mervin, Lewis, Berg, Ellen, Polokoff, Mark, Ihlenfeldt, Wolf D., Ihlenfeldt, Wolf D., Pretzel, Jette, Alhalabi, Zayan, Fraczkiewicz, Robert, Waldman, Marvin, Clark, Robert D., Shaikh, Neem, Garg, Prabha, Kos, Alexander, Himmler, Hans-Jürgen, Sandmann, Achim, Jardin, Christophe, Sticht, Heinrich, Steinbrecher, Thomas B., Dahlgren, Markus, Cappel, Daniel, Lin, Teng, Wang, Lingle, Krilov, Goran, Abel, Robert, Friesner, Richard, Sherman, Woody, Pöhner, Ina A., Panecka, Joanna, Wade, Rebecca C., Bietz, Stefan, Schomburg, Karen T., Hilbig, Matthias, Rarey, Matthias, Jäger, Christian, Wieczorek, Vivien, Westerhoff, Lance M., Borbulevych, Oleg Y., Demuth, Hans-Ulrich, Buchholz, Mirko, Schmidt, Denis, Rickmeyer, Thomas, Krotzky, Timo, Kolb, Peter, Mittal, Sumit, Sánchez-García, Elsa, Nogueira, Mauro S., Oliveira, Tiago B., da Costa, Fernando B., Schmidt, Thomas J.
Publicado 2016