Research
Visual Analytics
Machine Learning Prediction
Augmented Reality
Crowdsourcing
Virtual Reality
Accessibility, Accessible
Adhd
Human AI Teaming
Deep Learning
Protein Sequences
Survival Analysis
Volumetric Data
Administrative Health Data
Scientific Data
Electronic Health Records
Software Tool
Spatiotemporal Data
List of Publications (34)
In 2024
34
Discovering Accessible Data Visualizations for People with ADHD. T Tran, HN Lee, JH Park Proceedings of the CHI Conference on Human Factors in Computing Systems, 1-19, 2024.
Found on Publication Page
In 2023
33
Machine learning based implicit solvent model for aqueous-solution alanine dipeptide molecular dynamics simulations. S Yao, R Van, X Pan, JH Park, Y Mao, J Pu, Y Mei, Y Shao RSC Advances 13 (7), 4565-4577, 2023.
Found on Publication Page
32
Vis-SPLIT: Interactive Hierarchical Modeling for mRNA Expression Classification. B Roper, JC Mathews, N Saad, PJ Hwan IEEE VIS, 2023.
Found on Publication Page
31
Machine Learning Can Outperform Ann Arbor Staging in Predicting Survival in Patient with Diffuse Large B-Cell Lymphoma: Analysis of a Large National Cancer Database. MS Kumar, V Gujju, JH Park, D Hogue, AR Naqash, TMS Al-Juhaishi Blood 142, 4513, 2023.
Found on Publication Page
30
idMotif: An Interactive Motif Identification in Protein Sequences. JH Park, V Prasad, S Newsom, F Najar, R Rajan IEEE Computer Graphics and Application, 2023.
Found on Publication Page
In 2022
29
Survival analysis of localized prostate cancer with deep learning. X Dai, JH Park, S Yoo, N D'Imperio, BH McMahon, CT Rentsch, JP Tate, ... Scientific Reports 12 (1), 17821, 2022.
Found on Publication Page
28
A Bayesian Deep Learning Approach to Near-Term Climate Prediction. X Luo, BT Nadiga, Y Ren, JH Park, W Xu, S Yoo Journal of Advances in Modeling Earth Systems 14 (10), 2022.
Found on Publication Page
27
Ambienizer: Turning Digital Photos into Ambient Visualizations. JH Park, A Kaufman,Kaufman, K Mueller IEEE VIS, 1-2, 2022.
Found on Publication Page
In 2021
26
Feature importance in a deep learning climate emulator. W Xu, X Luo, Y Ren, JH Park, S Yoo, BT Nadiga arXiv preprint arXiv:2108.13203, 2021.
Found on Publication Page
In 2020
25
Machine learning prediction of incidence of Alzheimer's disease using large-scale administrative health data. JH Park, HE Cho, JH Kim, MM Wall, Y Stern, H Lim, S Yoo, HS Kim, J Cha NPJ digital medicine 3 (1), 46, 2020.
Found on Publication Page
24
Efficient and Effective Graph Convolution Networks. S Liu, JH Park, S Yoo SIAM International Conference on Data Mining, 388-396, 2020.
Found on Publication Page
23
In situ compression artifact removal in scientific data using deep transfer learning and experience replay. S Madireddy, JH Park, S Lee, P Balaprakash, S Yoo, W Liao, CD Hauck, ... Machine Learning: Science and Technology 2 (2), 025010, 2020.
Found on Publication Page
In 2019
22
Diagnosis and prognosis of Alzheimer's disease using brain morphometry and white matter connectomes. Y Wang, C Xu, JH Park, S Lee, Y Stern, S Yoo, JH Kim, HS Kim, J Cha, ... NeuroImage: Clinical 23, 101859, 2019.
Found on Publication Page
21
CMed: Crowd analytics for medical imaging data. JH Park, S Nadeem, S Boorboor, J Marino, A Kaufman IEEE transactions on visualization and computer graphics 27 (6), 2869-2880, 2019.
Found on Publication Page
20
GeoBrick: exploration of spatiotemporal data. JH Park, S Nadeem, A Kaufman The Visual Computer 35, 191-204, 2019.
Found on Publication Page
19
Electronic health records based prediction of future incidence of Alzheimer's disease using machine learning. JH Park, HE Cho, JH Kim, M Wall, Y Stern, H Lim, S Yoo, HS Kim, J Cha bioRxiv, 625582, 2019.
Found on Publication Page
18
Machine learning climate variability. JH Park, S Yoo, B Nadiga Proceedings of the 33rd Conference on Neural Information Processing Systems ..., 2019.
Found on Publication Page
17
P1 270: MACHINE LEARNING PREDICTION OF FUTURE INCIDENCE OF ALZHEIMER'S DISEASE USING POPULATION WIDE ELECTRONIC HEALTH RECORDS. JH Park, HE Cho, JM Cha, JH Kim, S Yoo, HS Kim, J Cha Alzheimer's & Dementia 15, P342-P343, 2019.
Found on Publication Page
16
Development of a software tool for IAEA use of the YOLOv3 machine learning algorithm. S Yoo, Y Cui, JH Park, Y Lin, Y Ren Brookhaven National Lab.(BNL), Upton, NY (United States), 2019.
Found on Publication Page
15
Graphoto: Aesthetically pleasing charts for casual information visualization. JH Park, A Kaufman, K Mueller IEEE computer graphics and applications 38 (6), 67-82, 2019.
Found on Publication Page
In 2018
14
Crowdsourcing lung nodules detection and annotation. S Boorboor, S Nadeem, JH Park, K Baker, A Kaufman Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and ..., 2018.
Found on Publication Page
13
Crowd-assisted polyp annotation of virtual colonoscopy videos. JH Park, S Nadeem, J Marino, K Baker, M Barish, A Kaufman Medical Imaging 2018: Imaging Informatics for Healthcare, Research, and ..., 2018.
Found on Publication Page
12
Diagnosis and Prognosis Using Machine Learning Trained on Brain Morphometry and White Matter Connectomes. Y Wang, C Xu, JH Park, S Lee, Y Stern, S Yoo, JH Kim, HS Kim, J Cha bioRxiv, 255141, 2018.
Found on Publication Page
In 2017
11
Crowdsourcing for identification of polyp-free segments in virtual colonoscopy videos. JH Park, S Mirhosseini, S Nadeem, J Marino, A Kaufman, K Baker, ... Medical Imaging 2017: Imaging Informatics for Healthcare, Research, and ..., 2017.
Found on Publication Page
10
Transfer function-guided saliency-aware compression for transmitting volumetric data. JH Park, I Gutenko, AE Kaufman IEEE transactions on multimedia 22 (9), 2262-2277, 2017.
Found on Publication Page
In 2016
9
C2A: Crowd consensus analytics for virtual colonoscopy. JH Park, S Nadeem, S Mirhosseini, A Kaufman 2016 IEEE Conference on Visual Analytics Science and Technology (VAST), 21-30, 2016.
Found on Publication Page
In 2015
8
Buyers satisfaction in a virtual fitting room scenario based on realism of avatar. Q Sun, S Mirhosseini, I Gutenko, JH Park, C Papadopoulos, B Laha, ... 2015 IEEE Symposium on 3D User Interfaces (3DUI), 183-184, 2015.
Found on Publication Page
In 2014
7
Remote volume rendering pipeline for mHealth applications. I Gutenko, K Petkov, C Papadopoulos, X Zhao, JH Park, A Kaufman, ... Medical Imaging 2014: PACS and Imaging Informatics: Next Generation and ..., 2014.
Found on Publication Page
In 2010
6
Progressive mesh cutting for real-time haptic incision simulator. S Kim, J Park, J Park ACM SIGGRAPH ASIA 2010 Posters, 1-1, 2010.
Found on Publication Page
In 2009
5
A smart agent for taking pictures. H Ahn, M Lee, I Jeong, J Park ACM SIGGRAPH ASIA 2009 Posters, 1-1, 2009.
Found on Publication Page
In 2004
4
Advanced grasp planning for handover operation between human and robot: Three handover methods in esteem etiquettes using dual arms and hands of home-service robot. J Kim Proc. Int. Conf. on Autonomous Robots and Agents December, Palmerston North ..., 2004.
Found on Publication Page
Unspecified
1
Poster: Buyers Satisfaction in A Virtual Fitting Room Scenario Based on Realism of Avatar. Q Sun, S Mirhosseini, I Gutenko, JH Park, C Papadopoulos, B Laha, ... .
Found on Publication Page
