Dmitriy Shin

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 18

Top Topics

Signal Transduction

Knowledge Representation

Top Venues

Publications

Alec Diaz-Arias, Dmitriy Shin
ConvFormer: parameter reduction in transformer models for 3D human pose estimation by leveraging dynamic multi-headed convolutional attention. Vis. Comput. 40 (4) (2024)
Alec Diaz-Arias, Dmitriy Shin
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention. CoRR (2023)
Alec Diaz-Arias, Dmitriy Shin, Mitchell Messmore, Stephen Baek
On the Role of Depth Predictions for 3D Human Pose Estimation. FTC (1) (2022)
Fei He, Joshua Thompson, Ziting Mao, Yijie Ren, Yulia Nussbaum, Olha Kholod, Dmitriy Shin, Mark Hannink, Mihail Popescu, Dong Xu
Identifying Genes and Their Interactions from Pathway Figures and Text in Biomedical Articles. BIBM (2021)
Alec Diaz-Arias, Mitchell Messmore, Dmitriy Shin, Stephen Baek
On the role of depth predictions for 3D human pose estimation. CoRR (2021)
Olha Kholod, Chi-Ren Shyu, Jonathan B. Mitchem, Jussuf T. Kaifi, Dmitriy Shin
Identifying patient-specific flow of signal transduction perturbed by multiple single-nucleotide alterations. Quant. Biol. 8 (4) (2020)
Fei He, Duolin Wang, Yulia Innokenteva, Olha Kholod, Dmitriy Shin, Dong Xu
Extracting Molecular Entities and Their Interactions from Pathway Figures Based on Deep Learning. BCB (2019)
Pericles S. Giannaris, Cynthia Tang, Olha Kholod, Steve Hanson, Chi-Ren Shyu, Richard D. Hammer, Dong Xu, Dmitriy Shin
Modeling of Contextual Information in Knowledge Graphs of Diagnostic Reports. SWH@ISWC (2019)
Pericles S. Giannaris, Zainab Al-Taie, Mikhail Kovalenko, Richard D. Hammer, Mihail Popescu, Dmitriy Shin
Informatics Framework to Identify Consistent Diagnostic Techniques. BIBM (2019)
Olha Kholod, Zhen Lyu, Jonathan B. Mitchem, Peter J. Tonellato, Trupti Joshi, Dmitriy Shin
Mutational Forks: Inferring Deregulated Flow of Signal Transduction Based on Patient-Specific Mutations. BIBM (2019)
Yulia Innokenteva, Olha Kholod, Fei He, Duolin Wang, Richard D. Hammer, Dong Xu, Dmitriy Shin
An Informatics Framework for Knowledge Representation and Reconciliation of Disease Pathways. AMIA (2019)
Fei He, Duolin Wang, Yulia Innokenteva, Olha Kholod, Dmitriy Shin, Dong Xu
Extracting Molecular Entities and Their Interactions from Pathway Figures Based on Deep Learning. BIBM (2019)
Iuliia Innokenteva, Richard D. Hammer, Dmitriy Shin
Knowledge Engineering Framework to Quantify Dependencies between Epidemiological and Biomolecular Factors in Breast Cancer. SWH@ISWC (2018)
Mikhail Kovalenko, Richard D. Hammer, Dmitriy Shin
Quantification of visual diagnostic heuristics during simulated pathology diagnosis. BIBM (2017)
Zainab Al-Taie, Nattaphon Thanintorn, Ilker Ersoy, Richard D. Hammer, Dong Xu, Trupti Joshi, Dmitriy Shin
Complexity Reduction and Visualization of RDF Knowledge Networks for Precision medicine. AMIA (2016)
Nattaphon Thanintorn, Juexin Wang, Ilker Ersoy, Zainab Al-Taie, Yuexu Jiang, Duolin Wang, Megha Verma, Trupti Joshi, Richard D. Hammer, Dong Xu, Dmitriy Shin
RDF Sketch Maps - Knowledge Complexity Reduction for Precision Medicine Analytics. PSB (2016)
Pericles S. Giannaris, Zainab Al-Taie, Nattaphon Thanintorn, Ilker Ersoy, Chi-Ren Shyu, Richard D. Hammer, Dmitriy Shin
RDF-Based Method to Uncover Implicit Health Communication Episodes from Unstructured Healthcare Data. AMIA (2016)
Jessica D. Tenenbaum, Paul Avillach, Marge M. Benham-Hutchins, Matthew K. Breitenstein, Erin L. Crowgey, Mark A. Hoffman, Xia Jiang, Subha Madhavan, John E. Mattison, Radhakrishnan Nagarajan, Bisakha Ray, Dmitriy Shin, Shyam Visweswaran, Zhongming Zhao, Robert R. Freimuth
An informatics research agenda to support precision medicine: seven key areas. J. Am. Medical Informatics Assoc. 23 (4) (2016)
Dmitriy Shin, Gerald C. Arthur, Mihail Popescu, Dmitry Korkin, Chi-Ren Shyu
Uncovering influence links in molecular knowledge networks to streamline personalized medicine. J. Biomed. Informatics 52 (2014)
Marius Petruc, Mihail Popescu, John L. Fresen, Dmitriy Shin, Chi-Ren Shyu
Quantifying the quality of imaging interpretations. AMIA (2012)