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APCluster: an R package for affinity propagation clustering

Bioinformatics (Oxford, England), 2011-09, Vol.27 (17), p.2463-2464

2011

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Fréchet ChemNet Distance: A metric for generative models for molecules in drug discovery

Journal of chemical information and modeling, 2018-09, Vol.58 (9), p.1736-1741

2018

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msa: an R package for multiple sequence alignment

Bioinformatics (Oxford, England), 2015-12, Vol.31 (24), p.3997-3999

2015

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Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

Chemical science (Cambridge), 2018, Vol.9 (24), p.5441-5451

2018

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CLOOME: contrastive learning unlocks bioimaging databases for queries with chemical structures

Nature communications, 2023-11, Vol.14 (1), p.7339-7339, Article 7339

2023

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Niederschlags-Abfluss-Modellierung mit Long Short-Term Memory (LSTM)

Österreichische Wasser- und Abfallwirtschaft, 2021, Vol.73 (7-8), p.270-280

2021

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Repurposing High-Throughput Image Assays Enables Biological Activity Prediction for Drug Discovery

Cell chemical biology, 2018-05, Vol.25 (5), p.611-618.e3

2018

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panelcn.MOPS: Copy‐number detection in targeted NGS panel data for clinical diagnostics

Human mutation, 2017-07, Vol.38 (7), p.889-897

2017

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KeBABS: an R package for kernel-based analysis of biological sequences

Bioinformatics, 2015-08, Vol.31 (15), p.2574-2576

2015

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Domain Shifts in Machine Learning Based Covid-19 Diagnosis From Blood Tests

Journal of medical systems, 2022-03, Vol.46 (5), p.23-23, Article 23

2022

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Long Short-Term Memory

Neural computation, 1997-11, Vol.9 (8), p.1735-1780

1997

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Artificial neural networks and pathologists recognize basal cell carcinomas based on different histological patterns

Modern pathology, 2021-05, Vol.34 (5), p.895-903

2021

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A new summarization method for affymetrix probe level data

Bioinformatics, 2006-04, Vol.22 (8), p.943-949

2006

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Using transcriptomics to guide lead optimization in drug discovery projects: Lessons learned from the QSTAR project

Drug discovery today, 2015-05, Vol.20 (5), p.505-513

2015

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Fast model-based protein homology detection without alignment

Bioinformatics, 2007-07, Vol.23 (14), p.1728-1736

2007

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The Promise of AI for DILI Prediction

Frontiers in artificial intelligence, 2021-04, Vol.4, p.638410-638410

2021

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Industry-scale application and evaluation of deep learning for drug target prediction

Journal of cheminformatics, 2020-04, Vol.12 (1), p.26-26, Article 26

2020

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In silico proof of principle of machine learning-based antibody design at unconstrained scale

mAbs, 2022, Vol.14 (1), p.2031482-2031482

2022

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Flat Minima

Neural computation, 1997-01, Vol.9 (1), p.1-42

1997

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Quantum Optical Experiments Modeled by Long Short-Term Memory

Photonics, 2021-12, Vol.8 (12), p.535

2021

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Genome-wide chromatin remodeling identified at GC-rich long nucleosome-free regions

PloS one, 2012-11, Vol.7 (11), p.e47924-e47924

2012

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Lifting Hospital Electronic Health Record Data Treasures: Challenges and Opportunities

JMIR medical informatics, 2022-10, Vol.10 (10), p.e38557-e38557

2022

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HapFABIA: identification of very short segments of identity by descent characterized by rare variants in large sequencing data

Nucleic acids research, 2013-12, Vol.41 (22), p.e202

Hochreiter, Sepp

2013

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Complex Networks Govern Coiled-Coil Oligomerization – Predicting and Profiling by Means of a Machine Learning Approach

Molecular & cellular proteomics, 2011-05, Vol.10 (5), p.M110.004994, Article M110.004994

2011

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Applied Biclustering Methods for Big and High-Dimensional Data Using R

1, 2017

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APCluster: an R package for affinity propagation clustering

Fréchet ChemNet Distance: A metric for generative models for molecules in drug discovery

msa: an R package for multiple sequence alignment

Large-scale comparison of machine learning methods for drug target prediction on ChEMBL

CLOOME: contrastive learning unlocks bioimaging databases for queries with chemical structures

Niederschlags-Abfluss-Modellierung mit Long Short-Term Memory (LSTM)

Repurposing High-Throughput Image Assays Enables Biological Activity Prediction for Drug Discovery

panelcn.MOPS: Copy‐number detection in targeted NGS panel data for clinical diagnostics

KeBABS: an R package for kernel-based analysis of biological sequences

Domain Shifts in Machine Learning Based Covid-19 Diagnosis From Blood Tests

Long Short-Term Memory

Artificial neural networks and pathologists recognize basal cell carcinomas based on different histological patterns

A new summarization method for affymetrix probe level data

Using transcriptomics to guide lead optimization in drug discovery projects: Lessons learned from the QSTAR project

Fast model-based protein homology detection without alignment

The Promise of AI for DILI Prediction

Industry-scale application and evaluation of deep learning for drug target prediction

In silico proof of principle of machine learning-based antibody design at unconstrained scale

Flat Minima

Quantum Optical Experiments Modeled by Long Short-Term Memory

Genome-wide chromatin remodeling identified at GC-rich long nucleosome-free regions

Lifting Hospital Electronic Health Record Data Treasures: Challenges and Opportunities

HapFABIA: identification of very short segments of identity by descent characterized by rare variants in large sequencing data

Complex Networks Govern Coiled-Coil Oligomerization – Predicting and Profiling by Means of a Machine Learning Approach

Applied Biclustering Methods for Big and High-Dimensional Data Using R

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