Audrey G. Chung

41 papers B 5Journal 22Unranked 13

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	DVQI: A Multi-task, Hardware-integrated Artificial Intelligence System for Automated Visual Inspection in Electronics Manufacturing. CoRR Audrey G. Chung, Francis Li, Jeremy Ward, Andrew Hryniowski, Alexander Wong
2021	J	`jnl`	COVID-Net CXR-2: An Enhanced Deep Convolutional Neural Network Design for Detection of COVID-19 Cases from Chest X-ray Images. CoRR Maya Pavlova, Naomi Terhljan, Audrey G. Chung, Andy Zhao, Siddharth Surana, Hossein Aboutalebi, Hayden Gunraj, Ali Sabri, Amer Alaref, Alexander Wong
2021	J	`jnl`	COVID-Net Clinical ICU: Enhanced Prediction of ICU Admission for COVID-19 Patients via Explainability and Trust Quantification. CoRR Audrey G. Chung, Mahmoud Famouri, Andrew Hryniowski, Alexander Wong
2021	—	`conf`	COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CCECE Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong
2021	J	`jnl`	COVID-Net MLSys: Designing COVID-Net for the Clinical Workflow. CoRR Audrey G. Chung, Maya Pavlova, Hayden Gunraj, Naomi Terhljan, Alexander MacLean, Hossein Aboutalebi, Siddharth Surana, Andy Zhao, Saad Abbasi, Alexander Wong
2021	J	`jnl`	Enhancing Food Intake Tracking in Long-Term Care with Automated Food Imaging and Nutrient Intake Tracking (AFINI-T) Technology. CoRR Kaylen J. Pfisterer, Robert Amelard, Jennifer Boger, Audrey G. Chung, Heather H. Keller, Alexander Wong
2020	—	`—`	Highly Efficient Deep Intelligence via Multi-Parent Evolutionary Synthesis of Deep Neural Networks. Audrey G. Chung
2020	J	`jnl`	Towards computer-aided severity assessment: training and validation of deep neural networks for geographic extent and opacity extent scoring of chest X-rays for SARS-CoV-2 lung disease severity. CoRR Alexander Wong, Zhong Qiu Lin, Linda Wang, Audrey G. Chung, Beiyi Shen, Almas Abbasi, Mahsa Hoshmand-Kochi, Timothy Q. Duong
2019	—	`conf`	Assessing Architectural Similarity in Populations of Deep Neural Networks. CVPR Workshops Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2019	J	`jnl`	Assessing Architectural Similarity in Populations of Deep Neural Networks. CoRR Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2019	J	`jnl`	Fully-Automatic Semantic Segmentation for Food Intake Tracking in Long-Term Care Homes. CoRR Kaylen J. Pfisterer, Robert Amelard, Audrey G. Chung, Braeden Syrnyk, Alexander MacLean, Alexander Wong
2018	J	`jnl`	EdgeSpeechNets: Highly Efficient Deep Neural Networks for Speech Recognition on the Edge. CoRR Zhong Qiu Lin, Audrey G. Chung, Alexander Wong
2018	J	`jnl`	MPCaD: a multi-scale radiomics-driven framework for automated prostate cancer localization and detection. BMC Medical Imaging Farzad Khalvati, Junjie Zhang, Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong, Masoom A. Haider
2018	J	`jnl`	Mitigating Architectural Mismatch During the Evolutionary Synthesis of Deep Neural Networks. CoRR Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2018	—	`conf`	Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence. CRV Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2018	J	`jnl`	Nature vs. Nurture: The Role of Environmental Resources in Evolutionary Deep Intelligence. CoRR Audrey G. Chung, Paul W. Fieguth, Alexander Wong
2018	J	`jnl`	ProstateGAN: Mitigating Data Bias via Prostate Diffusion Imaging Synthesis with Generative Adversarial Networks. CoRR Xiaodan Hu, Audrey G. Chung, Paul W. Fieguth, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2017	J	`jnl`	A new take on measuring nutritional density: The feasibility of using a deep neural network to assess commercially-prepared puree concentrations. CoRR Kaylen J. Pfisterer, Robert Amelard, Audrey G. Chung, Alexander Wong
2017	—	`conf`	DeepPredict: A deep predictive intelligence platform for patient monitoring. EMBC Brendan Chwyl, Audrey G. Chung, Mohammad Javad Shafiee, Yongji Fu, Alexander Wong
2017	—	`conf`	Discovery Radiomics for Pathologically-Proven Computed Tomography Lung Cancer Prediction. ICIAR Devinder Kumar, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2017	J	`jnl`	Discovery Radiomics via Evolutionary Deep Radiomic Sequencer Discovery for Pathologically-Proven Lung Cancer Detection. CoRR Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2017	—	`conf`	Discovery Radiomics via a Mixture of Deep ConvNet Sequencers for Multi-parametric MRI Prostate Cancer Classification. ICIAR Amir-Hossein Karimi, Audrey G. Chung, Mohammad Javad Shafiee, Farzad Khalvati, Masoom A. Haider, Ali Ghodsi, Alexander Wong
2017	—	`conf`	The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations Through Sexual Evolutionary Synthesis. ICCV Workshops Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong
2017	J	`jnl`	The Mating Rituals of Deep Neural Networks: Learning Compact Feature Representations through Sexual Evolutionary Synthesis. CoRR Audrey G. Chung, Mohammad Javad Shafiee, Paul W. Fieguth, Alexander Wong
2016	—	`conf`	Image Restoration via Deep-Structured Stochastically Fully-Connected Conditional Random Fields (DSFCRFs) for Very Low-Light Conditions. CRV Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong
2016	J	`jnl`	Random Feature Maps via a Layered Random Projection (LaRP) Framework for Object Classification. CoRR Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong
2016	B	`conf`	Random feature maps via a Layered Random Projection (LARP) framework for object classification. ICIP Audrey G. Chung, Mohammad Javad Shafiee, Alexander Wong
2016	B	`conf`	SAPPHIRE: Stochastically acquired photoplethysmogram for heart rate inference in realistic environments. ICIP Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong
2016	J	`jnl`	Salient Region Detection Using Self-Guided Statistical Non-Redundancy in Natural Images. IEEE Access Christian Scharfenberger, Audrey G. Chung, Alexander Wong, David A. Clausi
2016	—	`conf`	TIGGER: A Texture-Illumination Guided Global Energy Response Model for Illumination Robust Object Saliency. CRV Sara Greenberg, Audrey G. Chung, Brendan Chwyl, Alexander Wong
2016	—	`conf`	Time-Frequency Domain Analysis via Pulselets for Non-contact Heart Rate Estimation from Remotely Acquired Photoplethysmograms. CRV Brendan Chwyl, Audrey G. Chung, Robert Amelard, Jason Deglint, David A. Clausi, Alexander Wong
2015	J	`jnl`	Discovery Radiomics for Computed Tomography Cancer Detection. CoRR Devinder Kumar, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Discovery Radiomics for Multi-Parametric MRI Prostate Cancer Detection. CoRR Audrey G. Chung, Mohammad Javad Shafiee, Devinder Kumar, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	J	`jnl`	Discovery Radiomics via StochasticNet Sequencers for Cancer Detection. CoRR Mohammad Javad Shafiee, Audrey G. Chung, Devinder Kumar, Farzad Khalvati, Masoom A. Haider, Alexander Wong
2015	B	`conf`	High dynamic range map estimation via fully connected random fields with stochastic cliques. ICIP F. Y. Li, Mohammad Javad Shafiee, Audrey G. Chung, Brendan Chwyl, Farnoud Kazemzadeh, Alexander Wong, John S. Zelek
2015	B	`conf`	Improved fine structure modeling via guided stochastic clique formation in fully connected conditional random fields. ICIP Mohammad Javad Shafiee, Audrey G. Chung, Alexander Wong, Paul W. Fieguth
2015	J	`jnl`	Prostate Cancer Detection via a Quantitative Radiomics-Driven Conditional Random Field Framework. IEEE Access Audrey G. Chung, Farzad Khalvati, Mohammad Javad Shafiee, Masoom A. Haider, Alexander Wong
2015	—	`conf`	Single-click, semi-automatic lung nodule contouring using hierarchical conditional random fields. ISBI Shahid A. Haider, Mohammad Javad Shafiee, Audrey G. Chung, Farzad Khalvati, Anastasia Oikonomou, Alexander Wong, Masoom A. Haider
2015	—	`conf`	Specular Reflectance Suppression in Endoscopic Imagery via Stochastic Bayesian Estimation. ICIAR Brendan Chwyl, Audrey G. Chung, Alexander Wong, David A. Clausi
2015	—	`conf`	Statistical Textural Distinctiveness in Multi-Parametric Prostate MRI for Suspicious Region Detection. ICIAR Audrey G. Chung, Christian Scharfenberger, Farzad Khalvati, Alexander Wong, Masoom A. Haider
2015	B	`conf`	Tiger: A texture-illumination guided energy response model for illumination robust local saliency. ICIP Brendan Chwyl, Audrey G. Chung, F. Y. Li, Alexander Wong, David A. Clausi