Deep Learning Localizes and Identifies Polyps in Real Time With 96% Accuracy in Screening Colonoscopy

Gregor Urban, Priyam Tripathi, Talal Alkayali, +4

Gastroenterology

Convolutional Neural NetworkEngineeringMachine LearningPathologyImage Classification +14

Deep MRI brain extraction: A 3D convolutional neural network for skull stripping

Jens Kleesiek, Gregor Urban, Alexander Hubert, +4

NeuroImage

Convolutional Neural NetworkImage AnalysisRadiologyMedical ImagingEngineering +11

Deep learning for chemical reaction prediction

David Fooshee, Aaron Mood, Eugene S. Gutman, +6

Molecular Systems Design & Engineering

Recurrent Neural NetworkEngineeringMachine LearningData ScienceChemical Analysis +11

Multi-modal Brain Tumor Segmentation using Deep Convolutional Neural Networks

Gregor Urban, Martin Bendszus, Fred A. Hamprecht, +1

Neuro-oncologyEngineeringMedical ImagingMedical Image ComputingBiomedical Imaging +8

Jet flavor classification in high-energy physics with deep neural networks

Daniel Guest, Julian Collado, Pierre Baldi, +3

Physical review. D/Physical review. D.

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningMachine Learning Tool +15

Automated synaptic connectivity inference for volume electron microscopy

Sven Dorkenwald, Philipp J. Schubert, Marius F Killinger, +4

Nature Methods

Synaptic PlasticityElectron MicroscopyMicroscope Image ProcessingMicroscopyComputational Neuroscience +8

Do Deep Convolutional Nets Really Need to be Deep and Convolutional?

Gregor Urban, Krzysztof J. Geras, Samira Ebrahimi Kahou, +6

PolyPublie (École Polytechnique de Montréal)

Artificial IntelligenceLarge Ai ModelConvolutional Neural NetworkDeep Neural NetworksEngineering +10

Experiments in processing pictorial information with a digital computer

Russell A. Kirsch, Leonard Cahn, Cyril Ray, +1

EngineeringBiometricsImage ManipulationMachine PerceptionPrior Processing +16

Deep Learning for Drug Discovery and Cancer Research: Automated Analysis of Vascularization Images

Gregor Urban, Kevin Bache, Duc T. T. Phan, +5

IEEE/ACM Transactions on Computational Biology and Bioinformatics

EngineeringMachine LearningBiomedical EngineeringComputational MedicineMolecular Imaging +16

Classifying shoulder implants in X-ray images using deep learning

Gregor Urban, Saman Porhemmat, Maya Stark, +3

Computational and Structural Biotechnology Journal

Convolutional Neural NetworkMultiple Instance LearningEngineeringMachine LearningImage Classification +16