Lung Nodule Classification Using Deep Features in CT Images

Devinder Kumar, Alexander Wong, David A. Clausi

EngineeringMachine LearningDigital PathologyPathologyImage Analysis +16

Recipe recognition with large multimodal food dataset

Xin Wang, Devinder Kumar, Nicolas Thome, +2

NutritionEngineeringMachine LearningImage RetrievalAgricultural Economics +17

Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks

Devinder Kumar, Alexander Wong, Graham W. Taylor

Artificial IntelligenceClass-enhanced Attentive ResponseConvolutional Neural NetworkEngineeringMachine Learning +15

RUF: Effective Sea Ice Floe Segmentation Using End-to-End RES-UNET-CRF with Dual Loss

Anmol Sharan Nagi, Devinder Kumar, Daniel Sola, +1

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningOceanographyDual Loss Function +23

Robust, Generalizable, and Interpretable Artificial Intelligence–Derived Brain Fingerprints of Autism and Social Communication Symptom Severity

Kaustubh Supekar, Srikanth Ryali, Rui Yuan, +3

Biological Psychiatry

Neurodevelopmental DisordersSocial Communication DisorderCognitive ScienceAutismNeuroimaging +6

Discovery Radiomics for Computed Tomography Cancer Detection

Devinder Kumar, Mohammad Javad Shafiee, Audrey G. Chung, +3

arXiv (Cornell University)

Computed TomographyConvolutional Neural NetworkEngineeringMachine LearningDiscovery Radiomics +17

SISC: End-to-End Interpretable Discovery Radiomics-Driven Lung Cancer Prediction via Stacked Interpretable Sequencing Cells

Devinder Kumar, Vignesh Sankar, David A. Clausi, +2

IEEE Access

EngineeringMachine LearningDiscovery RadiomicsOncologyData Science +17

Discovery Radiomics via StochasticNet Sequencers for Cancer Detection

Mohammad Javad Shafiee, Audrey G. Chung, Devinder Kumar, +3

arXiv (Cornell University)

EngineeringMachine LearningDiscovery RadiomicsUnique Cancer TraitsDiscovery Radiomics Framework +16

Discovery Radiomics for Multi-Parametric MRI Prostate Cancer Detection

Audrey G. Chung, Mohammad Javad Shafiee, Devinder Kumar, +3

arXiv (Cornell University)

EngineeringMachine LearningMedical ImagingDeep LearningPattern Recognition +13

Explaining the Unexplained: A CLass-Enhanced Attentive Response (CLEAR) Approach to Understanding Deep Neural Networks

Devinder Kumar, Alexander Wong, Graham W. Taylor

arXiv (Cornell University)

Artificial IntelligenceClass-enhanced Attentive ResponseConvolutional Neural NetworkEngineeringMachine Learning +15