Paolo Soda

According to our database1, Paolo Soda authored at least 76 papers between 2006 and 2019.

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

Timeline

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Bibliography

2019
Tackling imbalance radiomics in acoustic neuroma.
IJDMB, 2019

A computer-aided diagnosis system for HEp-2 fluorescence intensity classification.
Artificial Intelligence in Medicine, 2019

Early Radiomic Experiences in Classifying Prostate Cancer Aggressiveness using 3D Local Binary Patterns.
Proceedings of the 32nd IEEE International Symposium on Computer-Based Medical Systems, 2019

2018
Twitter rumour detection in the health domain.
Expert Syst. Appl., 2018

A decision support system for type 1 diabetes mellitus diagnostics based on dual channel analysis of red blood cell membrane fluidity.
Computer Methods and Programs in Biomedicine, 2018

Exploratory Radiomics for Predicting Adaptive Radiotherapy in Non-Small Cell Lung Cancer.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Hospital 4.0 and Its Innovation in Methodologies and Technologies.
Proceedings of the 31st IEEE International Symposium on Computer-Based Medical Systems, 2018

Cross-topic Rumour Detection in the Health Domain.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Discovering COPD phenotyping via simultaneous feature selection and clustering.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Radiomics for Predicting CyberKnife response in acoustic neuroma: a pilot study.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

Early experiences in 4D quantitative analysis of insulin granules in living beta-cells.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2018

2017
A Decision Support System for Tele-Monitoring COPD-Related Worrisome Events.
IEEE J. Biomedical and Health Informatics, 2017

ECG databases for biometric systems: A systematic review.
Expert Syst. Appl., 2017

Feature selection and resampling in class imbalance learning: Which comes first? An empirical study in the biological domain.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

Health-related rumour detection on Twitter.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016
Automated Neuron Tracing Methods: An Updated Account.
Neuroinformatics, 2016

A survey on using domain and contextual knowledge for human activity recognition in video streams.
Expert Syst. Appl., 2016

Towards automated neuron tracing via global and local 3D image analysis.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

On Using Active Contour to Segment HEp-2 Cells.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

Early Experiences in Using Blood Cells Biomembranes as Markers for Diabetes Diagnosis.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

Automatic Neuron Tracing Using a Locally Tunable Approach.
Proceedings of the 29th IEEE International Symposium on Computer-Based Medical Systems, 2016

On the remote detection of COPD-related worrisome events.
Proceedings of the 2016 IEEE-EMBS International Conference on Biomedical and Health Informatics, 2016

2015
Computer-based automatic identification of neurons in gigavoxel-sized 3D human brain images.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

A multi-environment dataset for activity of daily living recognition in video streams.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Mitotic cells recognition in HEp-2 images.
Pattern Recognition Letters, 2014

Special issue on the analysis and recognition of indirect immuno-fluorescence images.
Pattern Recognition, 2014

Multiple subsequence combination in human action recognition.
IET Computer Vision, 2014

Large-scale automated identification of mouse brain cells in confocal light sheet microscopy images.
Bioinformatics, 2014

A HPC infrastructure for processing and visualizing neuro-anatomical images obtained by Confocal Light Sheet Microscopy.
Proceedings of the International Conference on High Performance Computing & Simulation, 2014

"Real-time" Instance Selection for Biomedical Data Classification.
Proceedings of the Data Warehousing and Knowledge Discovery, 2014

Real-Time Biomedical Instance Selection.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

Early Experiences in COPD Exacerbation Detection.
Proceedings of the 2014 IEEE 27th International Symposium on Computer-Based Medical Systems, 2014

2013
Benchmarking HEp-2 Cells Classification Methods.
IEEE Trans. Med. Imaging, 2013

Centromere and cytoplasmic staining pattern recognition: a local approach.
Med. Biol. Engineering and Computing, 2013

Whole-body isometric force/torque measurements for functional assessment in neuro-rehabilitation: User interface and data pre-processing techniques.
Computer Methods and Programs in Biomedicine, 2013

A Slightly Supervised Approach for Positive/Negative Classification of Fluorescence Intensity in HEp-2 Images.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Softmax Regression for ECOC Reconstruction.
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013

Solving biomedical classification tasks by softmax reconstruction in ECOC framework.
Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, 2013

2012
Trends in computer-based medical systems.
SIGHIT Record, 2012

Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule.
Proceedings of the Structural, Syntactic, and Statistical Pattern Recognition, 2012

A Double-Ensemble Approach for Classifying Skewed Data Streams.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2012

Biomedical Images Classification by Universal Nearest Neighbours Classifier Using Posterior Probability.
Proceedings of the Machine Learning in Medical Imaging - Third International Workshop, 2012

Combining video subsequences for human action recognition.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A One-per-Class reconstruction rule for class imbalance learning.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

A classification-based approach to segment HEp-2 cells.
Proceedings of CBMS 2012, 2012

A bag of visual words approach for centromere and cytoplasmic staining pattern classification on HEp-2 images.
Proceedings of CBMS 2012, 2012

2011
A multi-objective optimisation approach for class imbalance learning.
Pattern Recognition, 2011

A decision support system for Crithidia Luciliae image classification.
Artificial Intelligence in Medicine, 2011

Automatic Recognition of Mitotic HEp-2 Cells.
Proceedings of the Advances in Mass Data Analysis of Images and Signals in Medicine, 2011

Mitotic HEp-2 Cells Recognition under Class Skew.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

Automatic Facial Expression Recognition Using Statistical-Like Moments.
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011

An efficient autofocus algorithm for indirect immunofluorescence applications.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

Color to grayscale staining pattern representation in IIF.
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011

2010
Knowledge discovery and computer-based decision support in biomedicine.
Artificial Intelligence in Medicine, 2010

Human movement onset detection from isometric force and torque measurements: A supervised pattern recognition approach.
Artificial Intelligence in Medicine, 2010

Decomposition Methods and Learning Approaches for Imbalanced Dataset: An Experimental Integration.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

A 2D segmentation algorithm for the analisys of TBY-2 cells.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

Early experiences in mitotic cells recognition on HEp-2 slides.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

Methods for greyscale representation of HEp-2 colour images.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009
Aggregation of Classifiers for Staining Pattern Recognition in Antinuclear Autoantibodies Analysis.
IEEE Trans. Information Technology in Biomedicine, 2009

A multiple expert system for classifying fluorescent intensity in antinuclear autoantibodies analysis.
Pattern Anal. Appl., 2009

On the use of classification reliability for improving performance of the one-per-class decomposition method.
Data Knowl. Eng., 2009

Analysis and Classification of Crithidia Luciliae Fluorescent Images.
Proceedings of the Image Analysis and Processing, 2009

A Hybrid Approach Handling Imbalanced Datasets.
Proceedings of the Image Analysis and Processing, 2009

An experimental comparison of MES aggregation rules in case of imbalanced datasets.
Proceedings of the Twenty-Second IEEE International Symposium on Computer-Based Medical Systems, 2009

Advances in Computer-Based Autoantibodies Analysis.
Proceedings of the Biomedical Engineering Systems and Technologies, 2009

A CAD System for IIF Tests.
Proceedings of the Second International Conference on Health Informatics, 2009

2008
A Supervised Pattern Recognition Approach for Human Movement Onset Detection.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Reliability Estimators for Classification by Decomposition Method: Experiments in the Medical Domain.
Proceedings of the Twenty-First IEEE International Symposium on Computer-Based Medical Systems, 2008

Staining Pattern Classification in Antinuclear Autoantibodies Testing.
Proceedings of the First International Conference on Health Informatics, 2008

Facing Polychotomies through Classification by Decomposition: Applications in the Bio-medical Domain.
Proceedings of the Biomedical Engineering Systems and Technologies, 2008

Experiments on Solving Multiclass Recognition Tasks in the Biological and Medical Domains.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008

2007
A Hybrid Multi-Expert Systems for HEp-2 Staining Pattern Classification.
Proceedings of the 14th International Conference on Image Analysis and Processing (ICIAP 2007), 2007

Early Experiences in the Staining Pattern Classification of HEp-2 Slides.
Proceedings of the 20th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2007), 2007

2006
Automatic Acquisition of Immunofluorescence Images: Algorithms and Evaluation.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006

A Multi-Expert System to Classify Fluorescent Intensity in Antinuclear Autoantibodies Testing.
Proceedings of the 19th IEEE International Symposium on Computer-Based Medical Systems (CBMS 2006), 2006


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