ConvFormer: parameter reduction in transformer models for 3D human pose estimation by leveraging dynamic multi-headed convolutional attention.
Vis. Comput., April, 2024
On the Role of Depth Predictions for 3D Human Pose Estimation.
Proceedings of the Future Technologies Conference, 2022
Identifying Genes and Their Interactions from Pathway Figures and Text in Biomedical Articles.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021
Identifying patient-specific flow of signal transduction perturbed by multiple single-nucleotide alterations.
Quant. Biol., 2020
Modeling of Contextual Information in Knowledge Graphs of Diagnostic Reports.
Proceedings of the Second International Workshop on Semantic Web Meets Health Data Management (SWH 2019) co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019
Mutational Forks: Inferring Deregulated Flow of Signal Transduction Based on Patient-Specific Mutations.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Extracting Molecular Entities and Their Interactions from Pathway Figures Based on Deep Learning.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
Informatics Framework to Identify Consistent Diagnostic Techniques.
Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019
An Informatics Framework for Knowledge Representation and Reconciliation of Disease Pathways.
Proceedings of the AMIA 2019, 2019
Knowledge Engineering Framework to Quantify Dependencies between Epidemiological and Biomolecular Factors in Breast Cancer.
Proceedings of the First International Workshop on Semantic Web Technologies for Health Data Management, 2018
Quantification of visual diagnostic heuristics during simulated pathology diagnosis.
Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017
An informatics research agenda to support precision medicine: seven key areas.
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J. Am. Medical Informatics Assoc., 2016
RDF Sketch Maps - Knowledge Complexity Reduction for Precision Medicine Analytics.
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Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016
RDF-Based Method to Uncover Implicit Health Communication Episodes from Unstructured Healthcare Data.
Proceedings of the AMIA 2016, 2016
Complexity Reduction and Visualization of RDF Knowledge Networks for Precision medicine.
Proceedings of the AMIA 2016, 2016
Uncovering influence links in molecular knowledge networks to streamline personalized medicine.
J. Biomed. Informatics, 2014
Quantifying the quality of imaging interpretations.
Proceedings of the AMIA 2012, 2012
Multi-resolution tile-based follicle detection using color and textural information of follicular lymphoma IHC slides.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010