TITAN: T-cell receptor specificity prediction with bimodal attention networks

Anna Weber, Jannis Born, María Rodríguez Martínez

Bioinformatics

POCOVID-Net: Automatic Detection of COVID-19 From a New Lung Ultrasound Imaging Dataset (POCUS)

Jannis Born, Gabriel Brändle, Manuel Cossio, +4

arXiv (Cornell University)

Convolutional Neural NetworkEngineeringMachine LearningViral DiagnosticsDiagnosis +21

Accelerating Detection of Lung Pathologies with Explainable Ultrasound Image Analysis

Jannis Born, Nina Wiedemann, Manuel Cossio, +8

Applied Sciences

Medical UltrasoundEngineeringMachine LearningDiagnosisThoracic Ultrasound +25

Toward Explainable Anticancer Compound Sensitivity Prediction via Multimodal Attention-Based Convolutional Encoders

Matteo Manica, Ali Oskooei, Jannis Born, +3

Molecular Pharmaceutics

Regression Transformer enables concurrent sequence regression and generation for molecular language modelling

Jannis Born, Matteo Manica

Nature Machine Intelligence

EngineeringMachine LearningMolecular BiologySequence RegressionSequence Alignment +20

PaccMannRL: De novo generation of hit-like anticancer molecules from transcriptomic data via reinforcement learning

Jannis Born, Matteo Manica, Ali Oskooei, +3

iScience

COVID-19 Control by Computer Vision Approaches: A Survey

Anwaar Ulhaq, Jannis Born, Asim Khan, +3

Repository for Publications and Research Data (ETH Zurich)

Artificial IntelligenceImage AnalysisMachine VisionEngineeringCovid-19 Pandemic +11

PaccMann: a web service for interpretable anticancer compound sensitivity prediction

Joris Cadow, Jannis Born, Matteo Manica, +2

Nucleic Acids Research

CogMol: Target-Specific and Selective Drug Design for COVID-19 Using Deep Generative Models

Vijil Chenthamarakshan, Payel Das, Samuel C. Hoffman, +8

neural information processing systems

Drug TargetEngineeringSelective Drug DesignMolecular BiologyCovid-19 +16

Data-driven molecular design for discovery and synthesis of novel ligands: a case study on SARS-CoV-2

Jannis Born, Matteo Manica, Joris Cadow, +7

Machine Learning Science and Technology

Combinatorial ChemistryDrug TargetEngineeringMolecular BiologyComputational Chemistry +25