Rasa: Open Source Language Understanding and Dialogue Management

Tom Bocklisch, Joey Faulkner, Nick Pawlowski, +1

arXiv (Cornell University)

EngineeringSpoken Dialog SystemCorpus LinguisticsText MiningRasa Core +14

Multi-modal Learning from Unpaired Images: Application to Multi-organ Segmentation in CT and MRI

Vanya V. Valindria, Nick Pawlowski, Martin Rajchl, +5

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningAutoencoders +23

TeTrIS: Template Transformer Networks for Image Segmentation With Shape Priors

Matthew Chung Hai Lee, Kersten Petersen, Nick Pawlowski, +2

IEEE Transactions on Medical Imaging

Convolutional Neural NetworkEngineeringTemplate Transformer NetworksStatistical Shape AnalysisShape Analysis +22

Automating Morphological Profiling with Generic Deep Convolutional Networks

Nick Pawlowski, Juan C. Caicedo, Shantanu Singh, +2

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningFeature Extraction +21

Feature Control as Intrinsic Motivation for Hierarchical Reinforcement Learning

Nat Dilokthanakul, Christos Kaplanis, Nick Pawlowski, +1

IEEE Transactions on Neural Networks and Learning Systems

Enhancing the reliability and accuracy of AI-enabled diagnosis via complementarity-driven deferral to clinicians

Krishnamurthy Dvijotham, Jim Winkens, Melih Barsbey, +27

Nature Medicine

Artificial IntelligenceAi-enabled DiagnosisEngineeringIntelligent DiagnosticsMedical Expert System +8

Unsupervised Lesion Detection in Brain CT using Bayesian Convolutional Autoencoders

Nick Pawlowski, Matthew C. H. Lee, Martin Rajchl, +14

Image AnalysisEngineeringMedical ImagingBrain CtMedical Image Computing +8

Deep Structural Causal Models for Tractable Counterfactual Inference

Nick Pawlowski, Daniel C. Castro, Ben Glocker

arXiv (Cornell University)

Deep Learning ComponentsEngineeringMachine LearningTractable Counterfactual InferenceCausal Relation Extraction +16

Stochastic Segmentation Networks: Modelling Spatially Correlated Aleatoric Uncertainty

Miguel Monteiro, Loïc Le Folgoc, Daniel C. Castro, +5

arXiv (Cornell University)

Stochastic Segmentation NetworksGeometric LearningConvolutional Neural NetworkEngineeringMachine Learning +18

DLTK: State of the Art Reference Implementations for Deep Learning on Medical Images

Nick Pawlowski, Sofia Ira Ktena, Matthew C. H. Lee, +4

ArXiv.org

Convolutional Neural NetworkMedical Image SegmentationEngineeringMachine LearningPresent Dltk +20