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G

Günter Klambauer

Johannes Kepler University Linz

37H指数
132论文数
7.7K被引数
收录论文 34
发表时间
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MHNfs: Prompting In-Context Bioactivity Predictions for Low-Data Drug DiscoveryMHNfs：在低数据药物发现中提示上下文生物活性预测
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2025-04-30
err0
errOAAI
errSchimunek, Johannes; Luukkonen, Sohvi; Klambauer, Guenter
err分享
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Multi-modal representation learning in retinal imaging using self-supervised learning for enhanced clinical predictions
errSCIENTIFIC REPORTS
IF3.9
err2024-11-05
err0
errOAAI
errSuekei, Emese; Rumetshofer, Elisabeth; Schmidinger, Niklas; Mayr, Andreas; Schmidt-Erfurth, Ursula; Klambauer, Guenter; Bogunovic, Hrvoje
err分享
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Diverse Hits in De Novo Molecule Design: Diversity-Based Comparison of Goal-Directed Generators
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-07-19
err0
errOAAI
errRenz, Philipp; Luukkonen, Sohvi; Klambauer, Guenter
err分享
err收藏
HyperPCM: Robust Task-Conditioned Modeling of Drug-Target Interactions
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2024-01-08
err7
errOAAI
errSvensson, Emma; Hoedt, Pieter-Jan; Hochreiter, Sepp; Klambauer, Guenter
err分享
err收藏
CLOOME: contrastive learning unlocks bioimaging databases for queries with chemical structures
errNATURE COMMUNICATIONS
IF15.7
err2023-11-13
err12
errOAAI
errSanchez-Fernandez, Ana; Rumetshofer, Elisabeth; Hochreiter, Sepp; Klambauer, Guenter
err分享
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Introduction to the Special Issue: AI Meets Toxicology
errCHEMICAL RESEARCH IN TOXICOLOGY
IF3.8
err2023-08-21
err5
PREAI
errKlambauer, Gunter; Clevert, Djork-Arne; Shah, Imran; Benfenati, Emilio; Tetko, Igor V.
err分享
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Unconstrained generation of synthetic antibody-antigen structures to guide machine learning methodology for antibody specificity prediction
errNATURE COMPUTATIONAL SCIENCE
IF18.3
err2022-12-19
err20
errOAAI
errRobert, 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
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Artificial Intelligence Meets Toxicology
errCHEMICAL RESEARCH IN TOXICOLOGY
IF3.8
err2022-08-15
err13
errOAAI
errTetko, Igor, V; Klambauer, Gunter; Clevert, Djork-Arne; Shah, Imran; Benfenati, Emilio
err分享
err收藏
In silico proof of principle of machine learning-based antibody design at unconstrained scale
errMABS
IF7.3
err2022-04-04
err37
errOAAI
errAkbar, 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
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Uncertainty estimation with deep learning for rainfall-runoff modeling
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2022-03-31
err75
errOAAI
errKlotz, Daniel; Kratzert, Frederik; Gauch, Martin; Sampson, Alden Keefe; Brandstetter, Johannes; Klambauer, Gunter; Hochreiter, Sepp; Nearing, Grey
err分享
err收藏
Domain Shifts in Machine Learning Based Covid-19 Diagnosis From Blood Tests
errJOURNAL OF MEDICAL SYSTEMS
IF5.7
err2022-03-29
err21
errOAAI
errRoland, Theresa; Boeck, Carl; Tschoellitsch, Thomas; Maletzky, Alexander; Hochreiter, Sepp; Meier, Jens; Klambauer, Guenter
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Improving Few- and Zero-Shot Reaction Template Prediction Using Modern Hopfield Networks
errJOURNAL OF CHEMICAL INFORMATION AND MODELING
IF5.3
err2022-01-15
err42
errOAAI
errSeidl, Philipp; Renz, Philipp; Dyubankova, Natalia; Neves, Paulo; Verhoeven, Jonas; Wegner, Jorg K.; Segler, Marwin; Hochreiter, Sepp; Klambauer, Gunter
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The immuneML ecosystem for machine learning analysis of adaptive immune receptor repertoires
errNATURE MACHINE INTELLIGENCE
IF23.9
err2021-11-16
err39
errOAAI
errPavlovic, 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
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Artificial neural networks and pathologists recognize basal cell carcinomas based on different histological patterns
errMODERN PATHOLOGY
IF5.5
err2021-05-01
err24
errOAAI
errKimeswenger, Susanne; Tschandl, Philipp; Noack, Petar; Hofmarcher, Markus; Rumetshofer, Elisabeth; Kindermann, Harald; Silye, Rene; Hochreiter, Sepp; Kaltenbrunner, Martin; Guenova, Emmanuella; Klambauer, Guenter; Hoetzenecker, Wolfram
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The Promise of AI for DILI Prediction
errFRONTIERS IN ARTIFICIAL INTELLIGENCE
IF4.7
err2021-04-14
err31
errOAAI
errVall, Andreu; Sabnis, Yogesh; Shi, Jiye; Class, Reiner; Hochreiter, Sepp; Klambauer, Gunter
err分享
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Graph networks for molecular design分子设计的图网络
errMACHINE LEARNING-SCIENCE AND TECHNOLOGY
IF4.6
err2021-03-02
err119
errOAAI
errMercado, Rocio; Rastemo, Tobias; Lindelof, Edvard; Klambauer, Gunter; Engkvist, Ola; Chen, Hongming; Jannik Bjerrum, Esben
err分享
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Industry-scale application and evaluation of deep learning for drug target prediction
errJOURNAL OF CHEMINFORMATICS
IF5.7
err2020-04-19
err26
errOAAI
errSturm, Noe; Mayr, Andreas; Thanh Le Van; Chupakhin, Vladimir; Ceulemans, Hugo; Wegner, Joerg; Golib-Dzib, Jose-Felipe; Jeliazkova, Nina; Vandriessche, Yves; Bohm, Stanislav; Cima, Vojtech; Martinovic, Jan; Greene, Nigel; Vander Aa, Tom; Ashby, Thomas J.; Hochreiter, Sepp; Engkvist, Ola; Klambauer, Guenter; Chen, Hongming
err分享
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Towards learning universal, regional, and local hydrological behaviors via machine learning applied to large-sample datasets
errHYDROLOGY AND EARTH SYSTEM SCIENCES
IF5.8
err2019-12-17
err431
errOAAI
errKratzert, Frederik; Klotz, Daniel; Shalev, Guy; Klambauer, Guenter; Hochreiter, Sepp; Nearing, Grey
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err收藏
Metabolism of cholesterol and progesterone is differentially regulated in primary trophoblastic subtypes and might be disturbed in recurrent miscarriages[S]
errJOURNAL OF LIPID RESEARCH
IF4.1
err2019-11-01
err27
errOAAI
errVondra, Sigrid; Kunihs, Victoria; Eberhart, Tanja; Eigner, Karin; Bauer, Raimund; Haslinger, Peter; Haider, Sandra; Windsperger, Karin; Klambauer, Guenter; Schuetz, Birgit; Mikula, Mario; Zhu, Xiaowei; Urban, Alexander E.; Hannibal, Roberta L.; Baker, Julie; Knoefler, Martin; Stangl, Herbert; Pollheimer, Juergen; Roehrl, Clemens
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Neural networks detect cutaneous basal cell carcinomas in histological sections
errJOURNAL OF INVESTIGATIVE DERMATOLOGY
IF5.7
err2019-09-01
err0
errOAAI
errKimeswenger, S.; Klambauer, G.; Lang, G.; Hofmarcher, M.; Tschandl, P.; Sinz, C.; Petronio, G.; Silye, R.; Kittler, H.; Hoetzenecker, W.
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研究方向

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合作学者
合作期刊
L
Ludvig M. Sollid
H 指数: 93 · 论文数: 446
G
Gerald T. Ankley
H 指数: 91 · 论文数: 541
J
J. Brandstetter
H 指数: 83 · 论文数: 714
A
Anne E. Carpenter
H 指数: 79 · 论文数: 372
R
Richard Moriggl
H 指数: 73 · 论文数: 367
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