Floriane Montanari - Publications, H-index & Citations

Floriane Montanari

University of Wisconsin System

20H指数

68论文数

2.1K被引数

收录论文 19

发表时间

A Computational Community Blind Challenge on Pan-Coronavirus Drug Discovery Data

Journal of Chemical Information and Modeling

IF5.3

2026-03-23

PREAI

MacDermott-Opeskin, Hugo; Scheen, Jenke; Wognum, Cas; Horton, Joshua T.; West, Devany; Payne, Alexander Matthew; Castellanos, Maria A.; Colby, Sean; Griffen, Edward; Cousins, David; Stacey, Jessica; Reid, Lauren; Aschenbrenner, Jasmin Cara; Fearon, Daren; Balcomb, Blake; Marples, Peter; Tomlinson, Charles W. E.; Lithgo, Ryan; Godoy, Andre S.; Winokan, Max; Barr, Haim; Lahav, Noa; Lavi, Michael; Duberstein, Shirley; Cohen, Galit; Fate, Gwendolyn; Lefker, Bruce; Robinson, Ralph; Szommer, Tamas; Lynch, Nick; Minh, David D. L.; Van Ngoc Thuy La; Kang, Lulu; Huddleston, Kate; Renslow, Ryan; Tollefson, Mallory; Walters, W. Patrick; Xu, Cynthia; Hsu, Jonny; St-Laurent, Julien; Etsmoberg, Honore; Zhu, Lu; Quirke, Andrew; Haleem, Mohamed Iliyas Abdul; Alibay, Irfan; Baid, Gunjan; Birnbaum, Benjamin; Bishop, Kevin P.; Bohorquez, Hugo; Bose, Ashmita; Brown, C. J.; Burns, Jackson; Cai, Lianjin; Cedeno, Ruel; de Cesco, Stephane; Chupakhin, Vladimir; Clark, Finlay; Cole, Daniel J.; Corbi-Verge, Carles; Danial, Muhammad; Davi, Alec; Dehaen, Wim; Doering, Niklas Piet; Dougha, Alexis; Dreanic, Marie-Pierre; Eakin, Bryce; Ehrlich, Anatol; Elijosius, Rokas; Fulop, Jozef; Gitter, Anthony; Goossens, Kenneth; Gu, Yaowen; Head-Gordon, Teresa; Hoffer, Laurent; Hofmans, Johan; Jiang, Ellena; Kaminow, Benjamin; Khosravi, Sina; Khoualdi, Asma Feriel; Lenselink, Eelke Bart; Liu, Zhirong; Liu, Yue; Liu, Sijie; Ma, Yizhou; Maher, Patrick; Mayer, Imke; Mendez-Lucio, Oscar; Mey, Antonia S. J. S.; Michel, Julien; Montanari, Floriane; Niu, Taoyu; Ogino, Ryusei; Palaniappan, Ashok; Pan, Xiaolin; Patnaik, Auro; Pham, Long-Hung; Pinto, Luis; Purnomo, Justin; Rich, Alex; Schaaf, Lars; Schran, Christoph; Singh, Rajeev Kumar; Srilakshmi, Mounika; Srivastava, Satya Pratik; Sun, Kunyang; Sun, Zhaoxi; Talagayev, Valerij; Balakrishnan, Balamurugan Thirukonda Subramanian; Titus, Ida; Tkatchenko, Alexandre; Treyde, Wojtek; Tricarico, Giovanni; Tripp, Austin; Vithayapalert, Nopsinth; Wang, Yingze; Wasi, Azmine Toushik; Wedig, Steffen; Wolber, Gerhard; Xu, Bofei; Zhou, Weijun; von Delft, Frank; Lee, Alpha; Kirkegaard, Karla; Sjo, Peter; Fraser, James S.; Chodera, John D.

Predicting Liver-Related In Vitro Endpoints with Machine Learning to Support Early Detection of Drug-Induced Liver Injury

CHEMICAL RESEARCH IN TOXICOLOGY

IF3.8

2025-03-01

OAAI

de Lomana, Marina Garcia; Gadaleta, Domenico; Raschke, Marian; Fricke, Robert; Montanari, Floriane

Solvmate - a hybrid physical/ML approach to solvent recommendation leveraging a rank-based problem framework Solvmate-一种利用基于等级的问题框架进行溶剂推荐的混合物理/ML方法

DIGITAL DISCOVERY

IF5.6

2024-01-01

OAAI

Wollschlaeger, Jan; Montanari, Floriane

Predicting the Mitochondrial Toxicity of Small Molecules: Insights from Mechanistic Assays and Cell Painting Data

CHEMICAL RESEARCH IN TOXICOLOGY

IF3.8

2023-07-06

OAAI

de Lomana, Marina Garcia; Zapata, Paula Andrea Marin; Montanari, Floriane

pH-dependent solubility prediction for optimized drug absorption and compound uptake by plants

JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN

IF3.1

2023-02-17

PREAI

Bonin, Anne; Montanari, Floriane; Niederfuehr, Sebastian; Goeller, Andreas H.

A Fast and Interpretable Deep Learning Approach for Accurate Electrostatics-Driven pKa Predictions in Proteins

JOURNAL OF CHEMICAL THEORY AND COMPUTATION

IF5.5

2022-07-15

OAAI

Reis, Pedro B. P. S.; Bertolini, Marco; Montanari, Floriane; Rocchia, Walter; Machuqueiro, Miguel; Clevert, Djork-Arne

ChemInformatics Model Explorer (CIME): exploratory analysis of chemical model explanations

JOURNAL OF CHEMINFORMATICS

IF5.7

2022-04-04

OAAI

Humer, Christina; Heberle, Henry; Montanari, Floriane; Wolf, Thomas; Huber, Florian; Henderson, Ryan; Heinrich, Julian; Streit, Marc

Img2Mol-accurate SMILES recognition from molecular graphical depictions

CHEMICAL SCIENCE

IF7.4

2021-01-01

OAAI

Clevert, Djork-Arne; Le, Tuan; Winter, Robin; Montanari, Floriane

Bayer's in silico ADMET platform: a journey of machine learning over the past two decades

DRUG DISCOVERY TODAY

IF7.5

2020-09-01

108

OAAI

Goeller, Andreas H.; Kuhnke, Lara; Montanari, Floriane; Bonin, Anne; Schneckener, Sebastian; ter Laak, Antonius; Wichard, Joerg; Lobell, Mario; Hillisch, Alexander

Vienna LiverTox Workspace-A Set of Machine Learning Models for Prediction of Interactions Profiles of Small Molecules With Transporters Relevant for Regulatory Agencies

FRONTIERS IN CHEMISTRY

IF4.2

2020-01-10

OAAI

Montanari, Floriane; Knasmueller, Bernhard; Kohlbacher, Stefan; Hillisch, Christoph; Baierova, Christine; Grandits, Melanie; Ecker, Gerhard F.

Modeling Physico-Chemical ADMET Endpoints with Multitask Graph Convolutional Networks

MOLECULES

IF4.6

2019-12-21

OAAI

Montanari, Floriane; Kuhnke, Lara; Ter Laak, Antonius; Clevert, Djork-Arne

Learning continuous and data-driven molecular descriptors by translating equivalent chemical representations 通过翻译等效化学表示来学习连续的和数据驱动的分子描述符

CHEMICAL SCIENCE

IF7.4

2019-01-01

329

OAAI

Winter, Robin; Montanari, Floriane; Noe, Frank; Clevert, Djork-Arne

Efficient multi-objective molecular optimization in a continuous latent space

CHEMICAL SCIENCE

IF7.4

2019-01-01

144

OAAI

Winter, Robin; Montanari, Floriane; Steffen, Andreas; Briem, Hans; Noe, Frank; Clevert, Djork-Arne

Predicting drug-induced liver injury: The importance of data curation

TOXICOLOGY

IF4.6

2017-08-01

OAAI

Kotsampasakou, Eleni; Montanari, Floriane; Ecker, Gerhard F.

How Open Data Shapes In Silico Transporter Modeling

MOLECULES

IF4.6

2017-03-07

OAAI

Montanari, Floriane; Zdrazil, Barbara

Subtle Structural Differences Trigger Inhibitory Activity of Propafenone Analogues at the Two Polyspecific ABC Transporters: P-Glycoprotein (P-gp) and Breast Cancer Resistance Protein (BCRP)细微的结构差异触发了普罗帕酮类似物对两种多特异性ABC转运蛋白的抑制活性: P-糖蛋白 (p-gp) 和乳腺癌耐药蛋白 (BCRP)

CHEMMEDCHEM

IF3.4

2016-03-10

OAAI

Schwarz, Theresa; Montanari, Floriane; Cseke, Anna; Wlcek, Katrin; Visvader, Lene; Palme, Sarah; Chiba, Peter; Kuchler, Karl; Urban, Ernst; Ecker, Gerhard F.

Selectivity profiling of BCRP versus P-gp inhibition: from automated collection of polypharmacology data to multi-label learning

JOURNAL OF CHEMINFORMATICS

IF5.7

2016-02-04

OAAI

Montanari, Floriane; Zdrazil, Barbara; Digles, Daniela; Ecker, Gerhard F.

Prediction of drug-ABC-transporter interaction - Recent advances and future challenges

ADVANCED DRUG DELIVERY REVIEWS

IF17.6

2015-06-01

197

OAAI