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Dmitriy Shin
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2020 – today
- 2024
- [j4]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): 2555-2569 (2024) - 2023
- [i2]Alec Diaz-Arias, Dmitriy Shin:
ConvFormer: Parameter Reduction in Transformer Models for 3D Human Pose Estimation by Leveraging Dynamic Multi-Headed Convolutional Attention. CoRR abs/2304.02147 (2023) - 2022
- [c15]Alec Diaz-Arias, Dmitriy Shin, Mitchell Messmore, Stephen Baek:
On the Role of Depth Predictions for 3D Human Pose Estimation. FTC (1) 2022: 230-247 - 2021
- [c14]Fei He, Joshua Thompson, Ziting Mao, Yijie Ren, Yulia I. 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: 398-405 - [i1]Alec Diaz-Arias, Mitchell Messmore, Dmitriy Shin, Stephen Baek:
On the role of depth predictions for 3D human pose estimation. CoRR abs/2103.02521 (2021) - 2020
- [j3]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): 336-346 (2020)
2010 – 2019
- 2019
- [c13]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 - [c12]Fei He, Duolin Wang, Yulia Innokenteva, Olha Kholod
Extracting Molecular Entities and Their Interactions from Pathway Figures Based on Deep Learning. BCB 2019: 397-404 - [c11]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: 1191-1193 - [c10]Pericles S. Giannaris, Zainab Al-Taie, Mikhail Kovalenko
Informatics Framework to Identify Consistent Diagnostic Techniques. BIBM 2019: 1481-1486 - [c9]Olha Kholod
Mutational Forks: Inferring Deregulated Flow of Signal Transduction Based on Patient-Specific Mutations. BIBM 2019: 2063-2068 - [c8]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: 20-29 - 2018
- [c7]Iuliia Innokenteva, Richard D. Hammer, Dmitriy Shin:
Knowledge Engineering Framework to Quantify Dependencies between Epidemiological and Biomolecular Factors in Breast Cancer. SWH@ISWC 2018 - 2017
- [c6]Mikhail Kovalenko
Quantification of visual diagnostic heuristics during simulated pathology diagnosis. BIBM 2017: 2275-2277 - 2016
- [j2]Jessica D. Tenenbaum, Paul Avillach, Marge M. Benham-Hutchins
An informatics research agenda to support precision medicine: seven key areas. J. Am. Medical Informatics Assoc. 23(4): 791-795 (2016) - [c5]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 - [c4]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 - [c3]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: 417-428 - 2014
- [j1]Dmitriy Shin
Uncovering influence links in molecular knowledge networks to streamline personalized medicine. J. Biomed. Informatics 52: 394-405 (2014) - 2012
- [c2]Marius Petruc, Mihail Popescu, John L. Fresen, Dmitriy Shin, Chi-Ren Shyu:
Quantifying the quality of imaging interpretations. AMIA 2012 - 2010
- [c1]Jing Han, Dmitriy V. Shin
Multi-resolution tile-based follicle detection using color and textural information of follicular lymphoma IHC slides. BIBM Workshops 2010: 866-867
Coauthor Index
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