Dmitriy Shin

According to our database, Dmitriy Shin authored at least 18 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

ConvFormer: parameter reduction in transformer models for 3D human pose estimation by leveraging dynamic multi-headed convolutional attention.

Alec Diaz-Arias, Dmitriy Shin

Vis. Comput., April, 2024

2022

On the Role of Depth Predictions for 3D Human Pose Estimation.

Alec Diaz-Arias, Dmitriy Shin, Mitchell Messmore, Stephen Baek

Proceedings of the Future Technologies Conference, 2022

2021

Identifying Genes and Their Interactions from Pathway Figures and Text in Biomedical Articles.

Fei He, Joshua Thompson, Ziting Mao, Yijie Ren, Yulia Nussbaum, Olha Kholod, Dmitriy Shin, Mark Hannink, Mihail Popescu, Dong Xu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

2020

Identifying patient-specific flow of signal transduction perturbed by multiple single-nucleotide alterations.

Olha Kholod, Chi-Ren Shyu, Jonathan B. Mitchem, Jussuf T. Kaifi, Dmitriy Shin

Quant. Biol., 2020

2019

Modeling of Contextual Information in Knowledge Graphs of Diagnostic Reports.

Pericles S. Giannaris, Cynthia Tang, Olha Kholod, Steve Hanson, Chi-Ren Shyu, Richard D. Hammer, Dong Xu, Dmitriy Shin

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.

Olha Kholod, Zhen Lyu, Jonathan B. Mitchem, Peter J. Tonellato, Trupti Joshi, Dmitriy Shin

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.

Fei He, Duolin Wang, Yulia Innokenteva, Olha Kholod, Dmitriy Shin, Dong Xu

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

Informatics Framework to Identify Consistent Diagnostic Techniques.

Pericles S. Giannaris, Zainab Al-Taie, Mikhail Kovalenko, Richard D. Hammer, Mihail Popescu, Dmitriy Shin

Proceedings of the 2019 IEEE International Conference on Bioinformatics and Biomedicine, 2019

An Informatics Framework for Knowledge Representation and Reconciliation of Disease Pathways.

Yulia Innokenteva, Olha Kholod, Fei He, Duolin Wang, Richard D. Hammer, Dong Xu, Dmitriy Shin

Proceedings of the AMIA 2019, 2019

2018

Knowledge Engineering Framework to Quantify Dependencies between Epidemiological and Biomolecular Factors in Breast Cancer.

Iuliia Innokenteva, Richard D. Hammer, Dmitriy Shin

Proceedings of the First International Workshop on Semantic Web Technologies for Health Data Management, 2018

2017

Quantification of visual diagnostic heuristics during simulated pathology diagnosis.

Mikhail Kovalenko, Richard D. Hammer, Dmitriy Shin

Proceedings of the 2017 IEEE International Conference on Bioinformatics and Biomedicine, 2017

2016

An informatics research agenda to support precision medicine: seven key areas.

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

J. Am. Medical Informatics Assoc., 2016

RDF Sketch Maps - Knowledge Complexity Reduction for Precision Medicine Analytics.

Nattaphon Thanintorn, Juexin Wang, Ilker Ersoy, Zainab Al-Taie, Yuexu Jiang, Duolin Wang, Megha Verma, Trupti Joshi, Richard D. Hammer, Dong Xu, Dmitriy Shin

Proceedings of the Biocomputing 2016: Proceedings of the Pacific Symposium, 2016

RDF-Based Method to Uncover Implicit Health Communication Episodes from Unstructured Healthcare Data.

Pericles S. Giannaris, Zainab Al-Taie, Nattaphon Thanintorn, Ilker Ersoy, Chi-Ren Shyu, Richard D. Hammer, Dmitriy Shin

Proceedings of the AMIA 2016, 2016

Complexity Reduction and Visualization of RDF Knowledge Networks for Precision medicine.

Zainab Al-Taie, Nattaphon Thanintorn, Ilker Ersoy, Richard D. Hammer, Dong Xu, Trupti Joshi, Dmitriy Shin

Proceedings of the AMIA 2016, 2016

2014

Uncovering influence links in molecular knowledge networks to streamline personalized medicine.

Dmitriy Shin, Gerald C. Arthur, Mihail Popescu, Dmitry Korkin, Chi-Ren Shyu

J. Biomed. Informatics, 2014

2012

Quantifying the quality of imaging interpretations.

Marius Petruc, Mihail Popescu, John L. Fresen, Dmitriy Shin, Chi-Ren Shyu

Proceedings of the AMIA 2012, 2012

2010

Multi-resolution tile-based follicle detection using color and textural information of follicular lymphoma IHC slides.

Jing Han, Dmitriy V. Shin, Gerald L. Arthur, Chi-Ren Shyu

Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010