Hagit Shatkay
According to our database1,
Hagit Shatkay
authored at least 83 papers
between 1996 and 2023.
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Bibliography
2023
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
Toward ECG-based analysis of hypertrophic cardiomyopathy: a novel ECG segmentation method for handling abnormalities.
J. Am. Medical Informatics Assoc., 2022
Domain-Informed Neural Networks for Interaction Localization Within Astroparticle Experiments.
Frontiers Artif. Intell., 2022
2021
Identifying Ventricular Arrhythmias and Their Predictors by Applying Machine Learning Methods to Electronic Health Records in Patients With Hypertrophic Cardiomyopathy(HCM-VAr-Risk Model).
CoRR, 2021
Machine Learning Methods for Identifying Atrial Fibrillation Cases and Their Predictors in Patients With Hypertrophic Cardiomyopathy: The HCM-AF-Risk Model.
CoRR, 2021
Bioinform., 2021
Corrigendum to: Utilizing image and caption information for biomedical document classification.
Bioinform., 2021
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
2020
Effective biomedical document classification for identifying publications relevant to the mouse Gene Expression Database (GXD).
Database J. Biol. Databases Curation, 2020
Integrating image caption information into biomedical document classification in support of biocuration.
Database J. Biol. Databases Curation, 2020
Modality-Classification of Microscopy Images Using Shallow Variants of Deep Networks.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2020
2019
Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 2, 2019
An effective biomedical document classification scheme in support of biocuration: addressing class imbalance.
Database J. Biol. Databases Curation, 2019
2018
Stochastic Modeling of Temporal Enhanced Ultrasound: Impact of Temporal Properties on Prostate Cancer Characterization.
IEEE Trans. Biomed. Eng., 2018
Chronic Kidney Disease stratification using office visit records: Handling data imbalance via hierarchical meta-classification.
BMC Medical Informatics Decis. Mak., 2018
Co-occurrence of medical conditions: Exposing patterns through probabilistic topic modeling of snomed codes.
J. Biomed. Informatics, 2018
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018
Identifying Experimental Evidence in Biomedical Abstracts Relevant to Drug-Drug Interactions.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
Co-occurrence of Medical Conditions: Exposing Patterns Through Probabilistic Topic Modeling.
Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018
2017
Models of temporal enhanced ultrasound data for prostate cancer diagnosis: the impact of time-series order.
Proceedings of the Medical Imaging 2017: Image-Guided Procedures, 2017
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
Assessing chronic kidney disease from office visit records using hierarchical meta-classification of an imbalanced dataset.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
2016
Prostate Cancer: Improved Tissue Characterization by Temporal Modeling of Radio-Frequency Ultrasound Echo Data.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016
Improved Multi-Label Classification Using Inter-Dependence Structure via a Generative Mixture Model.
Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016
Proceedings of the Working Notes of CLEF 2016, 2016
Identifying patterns of associated-conditions through topic models of Electronic Medical Records.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
2015
Protein (multi-)location prediction: utilizing interdependencies via a generative model.
Bioinform., 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the Working Notes of CLEF 2015, 2015
Using Hidden Markov Models to capture temporal aspects of ultrasound data in prostate cancer.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015
2014
Protein (multi-)location prediction: using location inter-dependencies in a probabilistic framework.
Algorithms Mol. Biol., 2014
Identifying hypertrophic cardiomyopathy patients by classifying individual heartbeats from 12-lead ECG signals.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Using unsupervised learning to determine risk level for left ventricular diastolic dysfunction.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
Identifying growth-patterns in children by applying cluster analysis to electronic medical records.
Proceedings of the 2014 IEEE International Conference on Bioinformatics and Biomedicine, 2014
2013
Protein Function Prediction using Text-based Features extracted from the Biomedical Literature: The CAFA Challenge.
BMC Bioinform., 2013
What We Found on Our Way to Building a Classifier: A Critical Analysis of the AHA Screening Questionnaire.
Proceedings of the Brain and Health Informatics - International Conference, 2013
2012
Correction: A linear classifier based on entity recognition tools and a statistical approach to method extraction in the protein-protein interaction literature.
BMC Bioinform., 2012
Proceedings of the ACM International Health Informatics Symposium, 2012
Building a classifier for identifying sentences pertaining to disease-drug relationships in tardive dyskinesia.
Proceedings of the 2012 IEEE International Conference on Bioinformatics and Biomedicine, 2012
OCR-based image features for biomedical image and article classification: identifying documents relevant to cis-regulatory elements.
Proceedings of the ACM International Conference on Bioinformatics, 2012
OCR-Based Image Features for Biomedical Image and Article Classification: Identifying Documents Relevant to Genomic Cis-Regulatory Elements.
Proceedings of the Information Retrieval and Knowledge Discovery in Biomedical Text, 2012
2011
A linear classifier based on entity recognition tools and a statistical approach to method extraction in the protein-protein interaction literature.
BMC Bioinform., 2011
The Protein-Protein Interaction tasks of BioCreative III: classification/ranking of articles and linking bio-ontology concepts to full text.
BMC Bioinform., 2011
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2011
2010
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010
2009
Functionally informative tag SNP selection using a pareto-optimal approach: playing the game of life.
BMC Bioinform., 2009
An integrative scoring system for ranking SNPs by their potential deleterious effects.
Bioinform., 2009
2008
Nucleic Acids Res., 2008
BMC Bioinform., 2008
Multi-dimensional classification of biomedical text: Toward automated, practical provision of high-utility text to diverse users.
Bioinform., 2008
Proceedings of the Biocomputing 2008, 2008
Toward Computer-Assisted Text Curation: Classification Is Easy (Choosing Training Data Can Be Hard...).
Proceedings of the Linking Literature, Information, and Knowledge for Biology, 2008
Overview of the Ninth Annual Meeting of the BioLINK SIG at ISMB: Linking Literature, Information and Knowledge for Biology.
Proceedings of the Linking Literature, Information, and Knowledge for Biology, 2008
2007
SherLoc: high-accuracy prediction of protein subcellular localization by integrating text and protein sequence data.
Bioinform., 2007
Two Birds, One Stone: Selecting Functionally Informative Tag SNPs for Disease Association Studies.
Proceedings of the Algorithms in Bioinformatics, 7th International Workshop, 2007
Using Cluster Ensemble and Validation to Identify Subtypes of Pervasive Developmental Disorders.
Proceedings of the AMIA 2007, 2007
2006
New directions in biomedical text annotation: definitions, guidelines and corpus construction.
BMC Bioinform., 2006
Discovering semantic features in the literature: a foundation for building functional associations.
BMC Bioinform., 2006
Combining multi-species genomic data for microRNA identification using a Naïve Bayes classifier.
Bioinform., 2006
Significantly Improved Prediction of Subcellular Localization by Integrating Text and Protein Sequence Data .
Proceedings of the Biocomputing 2006, 2006
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006
Proceedings of the Proceedings 14th International Conference on Intelligent Systems for Molecular Biology 2006, 2006
Proceedings of the Second International Workshop on Document Image Analysis for Libraries (DIAL 2006), 2006
Proceedings of the Canadian Conference on Electrical and Computer Engineering, 2006
Proceedings of the 2006 conference of the Centre for Advanced Studies on Collaborative Research, 2006
2005
Briefings Bioinform., 2005
Applying Probabilistic Thematic Clustering for Classification in the TREC 2005 Genomics Track.
Proceedings of the Fourteenth Text REtrieval Conference, 2005
2004
2003
J. Comput. Biol., 2003
2002
Learning Geometrically-Constrained Hidden Markov Models for Robot Navigation: Bridging the Topological-Geometrical Gap.
J. Artif. Intell. Res., 2002
2000
Genes, Themes, and Microarrays: Using Information Retrieval for Large-Scale Gene Analysis.
Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology, 2000
Proceedings of IEEE Advances in Digital Libraries 2000 (ADL 2000), 2000
1999
Proceedings of the UAI '99: Proceedings of the Fifteenth Conference on Uncertainty in Artificial Intelligence, Stockholm, Sweden, July 30, 1999
1998
Heading in the Right Direction.
Proceedings of the Fifteenth International Conference on Machine Learning (ICML 1998), 1998
1997
Proceedings of the Fifteenth International Joint Conference on Artificial Intelligence, 1997
1996
Proceedings of the Twelfth International Conference on Data Engineering, February 26, 1996