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2020 – today
- 2023
[j4]Yan Chu, Kaichen Tang, Yu-Chun Hsu, Tongtong Huang, Dulin Wang, Wentao Li, Sean I. Savitz, Xiaoqian Jiang, Shayan Shams:
Non-invasive arterial blood pressure measurement and SpO2 estimation using PPG signal: a deep learning framework. BMC Medical Informatics Decis. Mak. 23(1): 131 (2023)- [i5]Kai Zhang, John A. Lincoln, Xiaoqian Jiang, Elmer V. Bernstam, Shayan Shams:
Predicting multiple sclerosis disease severity with multimodal deep neural networks. CoRR abs/2304.04062 (2023) - [i4]Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams:
Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research. CoRR abs/2306.15651 (2023) - 2021
- [j3]Tongtong Huang, Yan Chu, Shayan Shams, Yejin Kim, Ananth V. Annapragada, Devika Subramanian
, Ioannis A. Kakadiaris, Assaf Gottlieb, Xiaoqian Jiang:
Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates. J. Biomed. Informatics 119: 103818 (2021) - [c11]Kai Zhang, Xiaoqian Jiang, Mahboubeh Madadi, Luyao Chen, Sean I. Savitz, Shayan Shams:
DBNet: a novel deep learning framework for mechanical ventilation prediction using electronic health records. BCB 2021: 9:1-9:8 - [c10]Tanjida Kabir, Chun-Teh Lee, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Luyao Chen, Muhammad F. Walji, Xioaqian Jiang, Shayan Shams:
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images. BIBM 2021: 1370-1375 - [i3]Miran Kim, Xiaoqian Jiang, Kristin E. Lauter, Elkhan Ismayilzada, Shayan Shams:
HEAR: Human Action Recognition via Neural Networks on Homomorphically Encrypted Data. CoRR abs/2104.09164 (2021) - [i2]Chun-Teh Lee, Tanjida Kabir, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Thomas E. Van Dyke, Muhammad F. Walji, Xiaoqian Jiang, Shayan Shams:
Use of the Deep Learning Approach to Measure Alveolar Bone Level. CoRR abs/2109.12115 (2021) - [i1]Tanjida Kabir, Chun-Teh Lee, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Luyao Chen, Muhammad F. Walji, Xioaqian Jiang, Shayan Shams:
An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images. CoRR abs/2109.13120 (2021) - 2020
- [c9]Dipak Kumar Singh, Shayan Shams, Joohyun Kim, Seung-Jong Park, Seungwon Yang:
Fighting for Information Credibility: AnEnd-to-End Framework to Identify FakeNews during Natural Disasters. ISCRAM 2020: 90-99
2010 – 2019
- 2019
- [j2]Lei Zou, Nina Siu-Ngan Lam, Shayan Shams, Heng Cai, Michelle A. Meyer, Seungwon Yang, Kisung Lee, Seung-Jong Park, Margaret A. Reams:
Social and geographical disparities in Twitter use during Hurricane Harvey. Int. J. Digit. Earth 12(11): 1300-1318 (2019) - [c8]Shayan Shams, Sayan Goswami, Kisung Lee:
Deep Learning-Based Spatial Analytics for Disaster-Related Tweets: An Experimental Study. MDM 2019: 337-342 - 2018
- [c7]Shayan Shams, Richard Platania, Joohyun Kim, Jian Zhang, Kisung Lee, Seungwon Yang, Seung-Jong Park:
A Distributed Semi-Supervised Platform for DNase-Seq Data Analytics using Deep Generative Convolutional Networks. BCB 2018: 244-253 - [c6]Shayan Shams, Sayan Goswami, Kisung Lee, Seungwon Yang, Seung-Jong Park:
Towards Distributed Cyberinfrastructure for Smart Cities Using Big Data and Deep Learning Technologies. ICDCS 2018: 1276-1283 - [c5]Sayan Goswami, Kisung Lee, Shayan Shams, Seung-Jong Park:
GPU-Accelerated Large-Scale Genome Assembly. IPDPS 2018: 814-824 - [c4]Shayan Shams, Richard Platania, Jian Zhang, Joohyun Kim, Seung-Jong Park:
Deep Generative Breast Cancer Screening and Diagnosis. MICCAI (2) 2018: 859-867 - 2017
- [j1]Richard Platania, Shayan Shams, Chui-Hui Chiu, Nayong Kim, Joohyun Kim, Seung-Jong Park:
Hadoop-based replica exchange over heterogeneous distributed cyberinfrastructures. Concurr. Comput. Pract. Exp. 29(4) (2017) - [c3]Richard Platania, Shayan Shams, Seungwon Yang, Jian Zhang, Kisung Lee, Seung-Jong Park:
Automated Breast Cancer Diagnosis Using Deep Learning and Region of Interest Detection (BC-DROID). BCB 2017: 536-543 - [c2]Shayan Shams, Richard Platania, Kisung Lee, Seung-Jong Park:
Evaluation of Deep Learning Frameworks Over Different HPC Architectures. ICDCS 2017: 1389-1396 - 2016
- [c1]Shayan Shams, Nayong Kim, Xiandong Meng, Ming Tai Ha, Shantenu Jha, Zhong Wang, Joohyun Kim:
A Scalable Pipeline for Transcriptome Profiling Tasks with On-Demand Computing Clouds. IPDPS Workshops 2016: 443-452
Coauthor Index
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