George Teodoro

Orcid: 0000-0001-6289-3914

According to our database1, George Teodoro authored at least 102 papers between 2003 and 2024.

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

Timeline

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Bibliography

2024
Large-scale response-aware online ANN search in dynamic datasets.
Clust. Comput., June, 2024

A Descriptive and Predictive Analysis Tool for Criminal Data: A Case Study from Brazil.
Proceedings of the Computational Science and Its Applications - ICCSA 2024, 2024

2023
Self-supervised semantic segmentation of retinal pigment epithelium cells in flatmount fluorescent microscopy images.
Bioinform., April, 2023

Effective and efficient active learning for deep learning-based tissue image analysis.
Bioinform., April, 2023

Spatial-aware data partition for distributed memory parallelization of ANN search in multimedia retrieval.
Parallel Comput., February, 2023

2022
Efficient microscopy image analysis on CPU-GPU systems with cost-aware irregular data partitioning.
J. Parallel Distributed Comput., 2022

Effective active learning in digital pathology: A case study in tumor infiltrating lymphocytes.
Comput. Methods Programs Biomed., 2022

Artificial intelligence based liver portal tract region identification and quantification with transplant biopsy whole-slide images.
Comput. Biol. Medicine, 2022

MultiHeadGAN: A deep learning method for low contrast retinal pigment epithelium cell segmentation with fluorescent flatmount microscopy images.
Comput. Biol. Medicine, 2022

A spatial attention guided deep learning system for prediction of pathological complete response using breast cancer histopathology images.
Bioinform., 2022

Efficient Strategies for Graph Pattern Mining Algorithms on GPUs.
Proceedings of the 2022 IEEE 34th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), 2022

2021
Parallel Fine-Grained Comparison of Long DNA Sequences in Homogeneous and Heterogeneous GPU Platforms With Pruning.
IEEE Trans. Parallel Distributed Syst., 2021

Optimized execution of morphological reconstruction in large medical images on embedded devices.
J. Real Time Image Process., 2021

Online multimedia retrieval on CPU-GPU platforms with adaptive work partition.
J. Parallel Distributed Comput., 2021

Building robust pathology image analyses with uncertainty quantification.
Comput. Methods Programs Biomed., 2021

Foveal blur-boosted segmentation of nuclei in histopathology images with shape prior knowledge and probability map constraints.
Bioinform., 2021

Towards Optimizing Computational Costs of Federated Learning in Clouds.
Proceedings of the 33rd International Symposium on Computer Architecture and High Performance Computing, 2021

Spatial Attention-Based Deep Learning System for Breast Cancer Pathological Complete Response Prediction with Serial Histopathology Images in Multiple Stains.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

Histopathology Image Registration By Integrated Texture And Spatial Proximity Based Landmark Selection And Modification.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Image Registration with Optimal Regularization Parameter Selection by Learned Auto Encoder Features.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Bitmap filter: Speeding up exact set similarity joins with bitwise operations.
Inf. Syst., 2020

Hardware-Based Fast Hybrid Morphological Reconstruction.
IEEE Des. Test, 2020

Using GPU to accelerate the pairwise structural RNA alignment with base pair probabilities.
Concurr. Comput. Pract. Exp., 2020

Optimizing parameter sensitivity analysis of large-scale microscopy image analysis workflows with multilevel computation reuse.
Concurr. Comput. Pract. Exp., 2020

Scalable and Efficient Spatial-Aware Parallelization Strategies for Multimedia Retrieval.
Proceedings of the 32nd IEEE International Symposium on Computer Architecture and High Performance Computing, 2020

Parallel Comparison of Huge DNA Sequences in Multiple GPUs with Block Pruning.
Proceedings of the 28th Euromicro International Conference on Parallel, 2020

2019
Large-scale parallel similarity search with Product Quantization for online multimedia services.
J. Parallel Distributed Comput., 2019

Multi-objective Parameter Auto-tuning for Tissue Image Segmentation Workflows.
J. Digit. Imaging, 2019

Using Multiple Fickett Bands to Accelerate Biological Sequence Comparisons.
J. Comput. Biol., 2019

MaReIA: a cloud MapReduce based high performance whole slide image analysis framework.
Distributed Parallel Databases, 2019

Run-time Parameter Sensitivity Analysis Optimizations.
CoRR, 2019

MASA-OpenCL: Parallel pruned comparison of long DNA sequences with OpenCL.
Concurr. Comput. Pract. Exp., 2019

Sensitivity analysis in digital pathology: Handling large number of parameters with compute expensive workflows.
Comput. Biol. Medicine, 2019

Liver Steatosis Segmentation With Deep Learning Methods.
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

Medical Imaging Processing Architecture on ATMOSPHERE Federated Platform.
Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

Increasing Accuracy of Medical CNN Applying Optimization Algorithms: An Image Classification Case.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018
PA-Star: A disk-assisted parallel A-Star strategy with locality-sensitive hash for multiple sequence alignment.
J. Parallel Distributed Comput., 2018

High-performance IP lookup using Intel Xeon Phi: a Bloom filters based approach.
J. Internet Serv. Appl., 2018

Accelerating Sensitivity Analysis in Microscopy Image Segmentation Workflows.
CoRR, 2018

Tuning for Tissue Image Segmentation Workflows for Accuracy and Performance.
CoRR, 2018

Clumped Nuclei Segmentation with Adjacent Point Match and Local Shape based Intensity Analysis for Overlapped Nuclei in Fluorescence In-Situ Hybridization Images.
CoRR, 2018

Cooperative and out-of-core execution of the irregular wavefront propagation pattern on hybrid machines with Intel® Xeon Phi™.
Concurr. Comput. Pract. Exp., 2018

Formalization of Block Pruning: Reducing the Number of Cells Computed in Exact Biological Sequence Comparison Algorithms.
Comput. J., 2018

Efficient Hardware Implementation of the Fast Hybrid Morphological Reconstruction Algorithm.
Proceedings of the 31st Symposium on Integrated Circuits and Systems Design, 2018

Segmentation of Overlapped Steatosis in Whole-Slide Liver Histopathology Microscopy Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Analysis of Cellular Feature Differences of Astrocytomas with Distinct Mutational Profiles Using Digitized Histopathology Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

Clumped Nuclei Segmentation with Adjacent Point Match and Local Shape-Based Intensity Analysis in Fluorescence Microscopy Images.
Proceedings of the 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2018

2017
Medical Image Dataset Processing over Cloud/MapReduce with Heterogeneous Architectures.
Proceedings of the Encyclopedia of GIS., 2017

Application performance analysis and efficient execution on systems with multi-core CPUs, GPUs and MICs: a case study with microscopy image analysis.
Int. J. High Perform. Comput. Appl., 2017

Algorithm sensitivity analysis and parameter tuning for tissue image segmentation pipelines.
Bioinform., 2017

Parallel and Efficient IP Lookup using Bloom Filters on Intel R Xeon PhiTM.
Proceedings of the XXXV Brazilian Symposium on Computer Networks and Distributed Systems, 2017

Efficient hardware implementation of morphological reconstruction based on sequential reconstruction algorithm.
Proceedings of the 30th Symposium on Integrated Circuits and Systems Design: Chip on the Sands, 2017

Online Multimedia Similarity Search with Response Time-Aware Parallelism and Task Granularity Auto-Tuning.
Proceedings of the 29th International Symposium on Computer Architecture and High Performance Computing, 2017

Automated level set segmentation of histopathologic cells with sparse shape prior support and dynamic occlusion constraint.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Dynamic registration for gigapixel serial whole slide images.
Proceedings of the 14th IEEE International Symposium on Biomedical Imaging, 2017

Parallel and Efficient Sensitivity Analysis of Microscopy Image Segmentation Workflows in Hybrid Systems.
Proceedings of the 2017 IEEE International Conference on Cluster Computing, 2017

Parallel Biological Sequence Comparison in Linear Space with Multiple Adjustable Bands.
Proceedings of the Algorithms for Computational Biology, 2017

2016
CUDAlign 4.0: Incremental Speculative Traceback for Exact Chromosome-Wide Alignment in GPU Clusters.
IEEE Trans. Parallel Distributed Syst., 2016

MASA: A Multiplatform Architecture for Sequence Aligners with Block Pruning.
ACM Trans. Parallel Comput., 2016

A framework for 3D vessel analysis using whole slide images of liver tissue sections.
Int. J. Comput. Biol. Drug Des., 2016

Efficient Methods and Parallel Execution for Algorithm Sensitivity Analysis with Parameter Tuning on Microscopy Imaging Datasets.
CoRR, 2016

Efficient Execution of Irregular Wavefront Propagation Pattern on Many Integrated Core Architecture.
CoRR, 2016

MASE-BDI: agent-based simulator for environmental land change with efficient and parallel auto-tuning.
Appl. Intell., 2016

Cloud-Based Whole Slide Image Analysis Using MapReduce.
Proceedings of the Data Management and Analytics for Medicine and Healthcare, 2016

Robust cell segmentation for histological images of Glioblastoma.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Performance Analysis and Efficient Execution on Systems with multi-core CPUs, GPUs and MICs.
CoRR, 2015

Scalable analysis of Big pathology image data cohorts using efficient methods and high-performance computing strategies.
BMC Bioinform., 2015

Efficient Irregular Wavefront Propagation Algorithms on Intel(R) Xeon Phi(TM).
Proceedings of the 27th International Symposium on Computer Architecture and High Performance Computing, 2015

A 3D Primary Vessel Reconstruction Framework with Serial Microscopy Images.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Liver whole slide image analysis for 3D vessel reconstruction.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Automated cell segmentation with 3D fluorescence microscopy images.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Parallel A-Star Multiple Sequence Alignment with Locality-Sensitive Hash Functions.
Proceedings of the Ninth International Conference on Complex, 2015

2014
Approximate similarity search for online multimedia services on distributed CPU-GPU platforms.
VLDB J., 2014

Region templates: Data representation and management for high-throughput image analysis.
Parallel Comput., 2014

Region Templates: Data Representation and Management for Large-Scale Image Analysis.
CoRR, 2014

Large-Scale Distributed Locality-Sensitive Hashing for General Metric Data.
Proceedings of the Similarity Search and Applications - 7th International Conference, 2014

Efficient Execution of Microscopy Image Analysis on CPU, GPU, and MIC Equipped Cluster Systems.
Proceedings of the 26th IEEE International Symposium on Computer Architecture and High Performance Computing, 2014

Comparative Performance Analysis of Intel (R) Xeon Phi (TM), GPU, and CPU: A Case Study from Microscopy Image Analysis.
Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Haggis: turbocharge a MapReduce based spatial data warehousing system with GPU engine.
Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Analytics for Big Geospatial Data, 2014

2013
Efficient irregular wavefront propagation algorithms on hybrid CPU-GPU machines.
Parallel Comput., 2013

Feature-based analysis of large-scale spatio-temporal sensor data on hybrid architectures.
Int. J. High Perform. Comput. Appl., 2013

Comparative Performance Analysis of Intel Xeon Phi, GPU, and CPU.
CoRR, 2013

Scalable Locality-Sensitive Hashing for Similarity Search in High-Dimensional, Large-Scale Multimedia Datasets.
CoRR, 2013

High-throughput Analysis of Large Microscopy Image Datasets on CPU-GPU Cluster Platforms.
Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

High-performance computational analysis of glioblastoma pathology images with database support identifies molecular and survival correlates.
Proceedings of the 2013 IEEE International Conference on Bioinformatics and Biomedicine, 2013

2012
High-throughput Execution of Hierarchical Analysis Pipelines on Hybrid Cluster Platforms
CoRR, 2012

Optimizing dataflow applications on heterogeneous environments.
Clust. Comput., 2012

Accelerating Large Scale Image Analyses on Parallel, CPU-GPU Equipped Systems.
Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

High Performance Computing for Integrative Analysis of Large Pathology Image Datasets.
Proceedings of the AMIA 2012, 2012

2011
Adaptive parallel approximate similarity search for responsive multimedia retrieval.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
Tree Projection-Based Frequent Itemset Mining on Multicore CPUs and GPUs.
Proceedings of the 22st International Symposium on Computer Architecture and High Performance Computing, 2010

Run-time optimizations for replicated dataflows on heterogeneous environments.
Proceedings of the 19th ACM International Symposium on High Performance Distributed Computing, 2010

Data Flow Frameworks for Emerging Heterogeneous Architectures and Their Application to Biomedicine.
Proceedings of the Scientific Computing with Multicore and Accelerators., 2010

2009
Exploiting Computational Resources in Distributed Heterogeneous Platforms.
Proceedings of the 21st International Symposium on Computer Architecture and High Performance Computing, 2009

Profiling General Purpose GPU Applications.
Proceedings of the 21st International Symposium on Computer Architecture and High Performance Computing, 2009

Coordinating the use of GPU and CPU for improving performance of compute intensive applications.
Proceedings of the 2009 IEEE International Conference on Cluster Computing, August 31, 2009

2008
A Run-time System for Efficient Execution of Scientific Workflows on Distributed Environments.
Int. J. Parallel Program., 2008

A Reconfigurable Run-Time System for Filter-Stream Applications.
Proceedings of the 20th International Symposium on Computer Architecture and High Performance Computing, 2008

Achieving Multi-Level Parallelism in the Filter-Labeled Stream Programming Model.
Proceedings of the 2008 International Conference on Parallel Processing, 2008

2007
An Efficient and Reliable Scientific Workflow System.
Proceedings of the Seventh IEEE International Symposium on Cluster Computing and the Grid (CCGrid 2007), 2007

2005
Anthill: A Scalable Run-Time Environment for Data Mining Applications.
Proceedings of the 17th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2005), 2005

2003
Load Balancing on Stateful Clustered Web Servers.
Proceedings of the 15th Symposium on Computer Architecture and High Performance Computing (SBAC-PAD 2003), 2003


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