David Chapman

Affiliations:
  • University of Maryland, Medical Center, Baltimore, MD, USA


According to our database1, David Chapman authored at least 28 papers between 2008 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
CCS-GAN: COVID-19 CT Scan Generation and Classification with Very Few Positive Training Images.
J. Digit. Imaging, August, 2023

RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget.
CoRR, 2023

RFC-Net: Learning High Resolution Global Features for Medical Image Segmentation on a Computational Budget (Student Abstract).
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Semi-supervised Contrastive Outlier removal for Pseudo Expectation Maximization (SCOPE).
CoRR, 2022

Mitigating Domain Shift in AI-Based TB Screening With Unsupervised Domain Adaptation.
IEEE Access, 2022

Using Moffat Profiles to Register Astronomical Images.
Proceedings of the Computer Vision - ECCV 2022 Workshops, 2022

2021
Lung Nodule Classification Using Biomarkers, Volumetric Radiomics, and 3D CNNs.
J. Digit. Imaging, 2021

Mitigating domain shift in AI-based tuberculosis screening with unsupervised domain adaptation.
CoRR, 2021

CCS-GAN: COVID-19 CT-scan classification with very few positive training images.
CoRR, 2021

Person Re-Identification with a Locally Aware Transformer.
CoRR, 2021

Toward Generating Synthetic CT Volumes using a 3D-Conditional Generative Adversarial Network.
CoRR, 2021

CT-Scan Denoising Using a Charbonnier Loss Generative Adversarial Network.
IEEE Access, 2021

An Intelligent Parallel Distributed Streaming Framework for near Real-time Science Sensors and High-Resolution Medical Images.
Proceedings of the ICPP Workshops 2021: 50th International Conference on Parallel Processing, 2021

Hybrid Classification for Handwritten Character Recognition of a Subset of the Tamil Alphabet.
Proceedings of the 6th IEEE Congress on Information Science and Technology, 2021

Classification of COVID-19 using Deep Learning and Radiomic Texture Features extracted from CT scans of Patients Lungs.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020
Deep Expectation-Maximization for Semi-Supervised Lung Cancer Screening.
CoRR, 2020

Generating Realistic COVID19 X-rays with a Mean Teacher + Transfer Learning GAN.
CoRR, 2020

Segmentation of stem cell colonies in fluorescence microscopy images with transfer learning.
Proceedings of the Medical Imaging 2020: Image Processing, 2020

Generating Realistic COVID-19 x-rays with a Mean Teacher + Transfer Learning GAN.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2013
A Data Intensive Statistical Aggregation Engine: A Case Study for Gridded Climate Records.
Proceedings of the 2013 IEEE International Symposium on Parallel & Distributed Processing, 2013

2012
A Hybrid Scheduling Algorithm for Data Intensive Workloads in a MapReduce Environment.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012

Sub-cellular feature detection and automated extraction of collocalized actin and myosin regions.
Proceedings of the ACM International Health Informatics Symposium, 2012

A near fundamental decadal data record of airs infrared surface brightness temperatures.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

Noise reduction in gridded airs brightness temperature grids using the MODIS Obscov algorithm.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2010
Scientific Services on the Cloud.
Proceedings of the Handbook of Cloud Computing., 2010

2009
Service-Oriented Atmospheric Radiances (SOAR): Gridding and Analysis Services for Multisensor Aqua IR Radiance Data for Climate Studies.
IEEE Trans. Geosci. Remote. Sens., 2009

2008
Providing Gridded Atmospheric Radiance Products and Services from MODIS and AIRS Instruments on NASA's Aqua Satellite.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008

A Semi-Decadal Multi-Sensor Gridded Data Record of Outgoing Longwave Radiation (OLR) from Aqua.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2008


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