Toward Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-Based Convolutional Encoders
Manica, Matteo, Oskooei, Ali, Born, Jannis, Subramanian, Vigneshwari, Sáez-Rodríguez, Julio, Rodríguez Martínez, María
Published in Molecular pharmaceutics (02.12.2019)
Published in Molecular pharmaceutics (02.12.2019)
Get full text
Journal Article
COVID-19 Control by Computer Vision Approaches: A Survey
Ulhaq, Anwaar, Born, Jannis, Khan, Asim, Gomes, Douglas Pinto Sampaio, Chakraborty, Subrata, Paul, Manoranjan
Published in IEEE access (01.01.2020)
Published in IEEE access (01.01.2020)
Get full text
Journal Article
Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific language
Park, Nathaniel H, Manica, Matteo, Born, Jannis, Hedrick, James L, Erdmann, Tim, Zubarev, Dmitry Yu, Adell-Mill, Nil, Arrechea, Pedro L
Published in Nature communications (21.06.2023)
Published in Nature communications (21.06.2023)
Get full text
Journal Article
Author Correction: Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific language
Park, Nathaniel H, Manica, Matteo, Born, Jannis, Hedrick, James L, Erdmann, Tim, Zubarev, Dmitry Yu, Adell-Mill, Nil, Arrechea, Pedro L
Published in Nature communications (25.07.2023)
Published in Nature communications (25.07.2023)
Get full text
Journal Article
Growing strings in a chemical reaction space for searching retrosynthesis pathways
Zipoli, Federico, Baldassari, Carlo, Manica, Matteo, Born, Jannis, Laino, Teodoro
Published in npj computational materials (10.05.2024)
Published in npj computational materials (10.05.2024)
Get full text
Journal Article
On the role of artificial intelligence in medical imaging of COVID-19
Born, Jannis, Beymer, David, Rajan, Deepta, Coy, Adam, Mukherjee, Vandana V., Manica, Matteo, Prasanna, Prasanth, Ballah, Deddeh, Guindy, Michal, Shaham, Dorith, Shah, Pallav L., Karteris, Emmanouil, Robertus, Jan L., Gabrani, Maria, Rosen-Zvi, Michal
Published in Patterns (New York, N.Y.) (11.06.2021)
Published in Patterns (New York, N.Y.) (11.06.2021)
Get full text
Journal Article
Accelerating material design with the generative toolkit for scientific discovery
Manica, Matteo, Born, Jannis, Cadow, Joris, Christofidellis, Dimitrios, Dave, Ashish, Clarke, Dean, Teukam, Yves Gaetan Nana, Giannone, Giorgio, Hoffman, Samuel C., Buchan, Matthew, Chenthamarakshan, Vijil, Donovan, Timothy, Hsu, Hsiang Han, Zipoli, Federico, Schilter, Oliver, Kishimoto, Akihiro, Hamada, Lisa, Padhi, Inkit, Wehden, Karl, McHugh, Lauren, Khrabrov, Alexy, Das, Payel, Takeda, Seiji, Smith, John R.
Published in npj computational materials (01.05.2023)
Published in npj computational materials (01.05.2023)
Get full text
Journal Article
Erratum: Born et al. Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis. Appl. Sci. 2021, 11, 672
Born, Jannis, Wiedemann, Nina, Cossio, Manuel, Buhre, Charlotte, Brändle, Gabriel, Leidermann, Konstantin, Goulet, Julie, Aujayeb, Avinash, Moor, Michael, Rieck, Bastian, Borgwardt, Karsten
Published in Applied sciences (12.04.2022)
Published in Applied sciences (12.04.2022)
Get full text
Journal Article
PaccMann: a web service for interpretable anticancer compound sensitivity prediction
Cadow, Joris, Born, Jannis, Manica, Matteo, Oskooei, Ali, Rodríguez Martínez, María
Published in Nucleic acids research (02.07.2020)
Published in Nucleic acids research (02.07.2020)
Get full text
Journal Article
Active Site Sequence Representations of Human Kinases Outperform Full Sequence Representations for Affinity Prediction and Inhibitor Generation: 3D Effects in a 1D Model
Born, Jannis, Huynh, Tien, Stroobants, Astrid, Cornell, Wendy D, Manica, Matteo
Published in Journal of chemical information and modeling (24.01.2022)
Published in Journal of chemical information and modeling (24.01.2022)
Get full text
Journal Article
On the Choice of Active Site Sequences for Kinase-Ligand Affinity Prediction
Born, Jannis, Shoshan, Yoel, Huynh, Tien, Cornell, Wendy D., Martin, Eric J., Manica, Matteo
Published in Journal of chemical information and modeling (26.09.2022)
Published in Journal of chemical information and modeling (26.09.2022)
Get full text
Journal Article
ACCELERATING COVID-19 DIFFERENTIAL DIAGNOSISWITH EXPLAINABLE ULTRASOUND IMAGE ANALYSIS: AN AI TOOL
Buhre, Charlotte, Born, Jannis, Wiedemann, Nina, Cossio, Manuel, Brändle, Gabriel, Leidermann, Konstantin, Aujayeb, Avinash, Rieck, Bastian, Bogwardt, Karsten
Published in Ultrasound in medicine & biology (2022)
Published in Ultrasound in medicine & biology (2022)
Get full text
Journal Article
Chemical representation learning for toxicity prediction
Born, Jannis, Markert, Greta, Janakarajan, Nikita, Kimber, Talia B, Volkamer, Andrea, Martínez, María Rodríguez, Manica, Matteo
Published in Digital discovery (12.06.2023)
Published in Digital discovery (12.06.2023)
Get full text
Journal Article