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Jannis Born
Observed names:
Born Jannis,
Born, Jannis,
J Born,
J. Born
Institutions:
IBM (United States),
IBM Research - Zurich
Observed institutions:
IBM (United States),
Osnabrück University,
University of Zurich,
ETH Zurich,
University of Oxford,
Advanced Digital Sciences Center,
IBM Research - Zurich,
Institute of Neuroinformatics
show all 8
ORCID:
0000-0001-8307-5670
Observed ORCID:
0000-0001-8307-5670
OpenAlex ID:
A5002562002
TITAN: T-cell receptor specificity prediction with bimodal attention networks
2021
·
Anna Weber
, Jannis Born
, et al.
·
Bioinformatics
·
177
PDF
Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis
2021
·
Jannis Born
, Nina Wiedemann
, et al.
·
Applied Sciences
·
163
PDF
Toward Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-Based Convolutional Encoders
2019
·
Matteo Manica
, Ali Oskooei
, et al.
·
Molecular Pharmaceutics
·
147
PDF
Regression Transformer enables concurrent sequence regression and generation for molecular language modelling
2023
·
Jannis Born
, Matteo Manica
·
Nature Machine Intelligence
·
143
PDF
POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)
2020
·
Born, Jannis
, Brändle, Gabriel
, et al.
·
arXiv (Cornell University)
·
143
PDF
COVID-19 Control by Computer Vision Approaches: A Survey
2020
·
Anwaar Ulhaq
, Jannis Born
, et al.
·
IEEE Access
·
128
PaccMannRL: De novo generation of hit-like anticancer molecules from transcriptomic data via reinforcement learning
2021
·
Jannis Born
, Matteo Manica
, et al.
·
iScience
·
97
PDF
PaccMann: a web service for interpretable anticancer compound sensitivity prediction
2020
·
Joris Cadow
, Jannis Born
, et al.
·
Nucleic Acids Research
·
80
PDF
CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models
2020
·
Chenthamarakshan, Vijil
, Das, Payel
, et al.
·
arXiv (Cornell University)
·
73
PDF
COVID-19 Control by Computer Vision Approaches: A Survey
2020
·
Ulhaq, Anwaar
, Born, Jannis
, et al.
·
Repository for Publications and Research Data (ETH Zurich)
·
70
On the role of artificial intelligence in medical imaging of COVID-19
2021
·
Jannis Born
, David Beymer
, et al.
·
Patterns
·
67
PDF
Chemical representation learning for toxicity prediction
2023
·
Jannis Born
, Greta Markert
, et al.
·
Digital Discovery
·
50
PDF
Accelerating material design with the generative toolkit for scientific discovery
2023
·
Matteo Manica
, Jannis Born
, et al.
·
npj Computational Materials
·
41
PDF
Artificial intelligence driven design of catalysts and materials for ring opening polymerization using a domain-specific language
2023
·
Nathaniel H. Park
, Matteo Manica
, et al.
·
Nature Communications
·
39
PDF
Trends in Deep Learning for Property-driven Drug Design
2021
·
Jannis Born
, Matteo Manica
·
Current Medicinal Chemistry
·
33
PDF
Data-driven molecular design for discovery and synthesis of novel ligands: a case study on SARS-CoV-2
2021
·
Jannis Born
, Matteo Manica
, et al.
·
Machine Learning Science and Technology
·
33
PDF
PaccMannRL: Designing Anticancer Drugs From Transcriptomic Data via Reinforcement Learning
2020
·
Jannis Born
, Matteo Manica
, et al.
·
Lecture notes in computer science
·
28
PDF
PaccMann: Prediction of anticancer compound sensitivity with multi-modal attention-based neural networks
2018
·
Oskooei, Ali
, Born, Jannis
, et al.
·
arXiv (Cornell University)
·
28
PDF
Unifying Molecular and Textual Representations via Multi-task Language Modelling
2023
·
Christofidellis, Dimitrios
, Giannone, Giorgio
, et al.
·
arXiv (Cornell University)
·
26
PDF
L2 Accelerating COVID-19 differential diagnosis with explainable ultrasound image analysis: an AI tool
2021
·
J Born
, N Wiedemann
, et al.
·
26
PDF
Overcoming limitations in current measures of drug response may enable AI-driven precision oncology
2024
·
Katja Ovchinnikova
, Jannis Born
, et al.
·
npj Precision Oncology
·
24
PDF
Active Site Sequence Representations of Human Kinases Outperform Full Sequence Representations for Affinity Prediction and Inhibitor Generation: 3D Effects in a 1D Model
2021
·
Jannis Born
, Tien Huynh
, et al.
·
Journal of Chemical Information and Modeling
·
23
Language Models in Molecular Discovery
2024
·
Nikita Janakarajan
, Tim Erdmann
, et al.
·
Springer eBooks
·
19
PDF
On the role of artificial intelligence in medical imaging of COVID-19
2021
·
Jannis Born
, David Beymer
, et al.
·
Patterns
·
13
PDF
Growing strings in a chemical reaction space for searching retrosynthesis pathways
2024
·
Federico Zipoli
, Carlo Baldassari
, et al.
·
npj Computational Materials
·
11
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Works count:
88
Citation count:
1,783
H-index:
22
I10-index:
26
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