Shayan Shams

According to our database, Shayan Shams authored at least 19 papers between 2016 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Non-invasive arterial blood pressure measurement and SpO₂ estimation using PPG signal: a deep learning framework.

Yan Chu, Kaichen Tang, Yu-Chun Hsu, Tongtong Huang, Dulin Wang, Wentao Li, Sean I. Savitz, Xiaoqian Jiang, Shayan Shams

BMC Medical Informatics Decis. Mak., December, 2023

Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research.

Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams

CoRR, 2023

Predicting multiple sclerosis disease severity with multimodal deep neural networks.

Kai Zhang, John A. Lincoln, Xiaoqian Jiang, Elmer V. Bernstam, Shayan Shams

CoRR, 2023

2021

Population stratification enables modeling effects of reopening policies on mortality and hospitalization rates.

Tongtong Huang, Yan Chu, Shayan Shams, Yejin Kim, Ananth V. Annapragada, Devika Subramanian, Ioannis A. Kakadiaris, Assaf Gottlieb, Xiaoqian Jiang

J. Biomed. Informatics, 2021

Use of the Deep Learning Approach to Measure Alveolar Bone Level.

Chun-Teh Lee, Tanjida Kabir, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Thomas E. Van Dyke, Muhammad F. Walji, Xiaoqian Jiang, Shayan Shams

CoRR, 2021

HEAR: Human Action Recognition via Neural Networks on Homomorphically Encrypted Data.

Miran Kim, Xiaoqian Jiang, Kristin E. Lauter, Elkhan Ismayilzada, Shayan Shams

CoRR, 2021

An End-to-end Entangled Segmentation and Classification Convolutional Neural Network for Periodontitis Stage Grading from Periapical Radiographic Images.

Tanjida Kabir, Chun-Teh Lee, Jiman Nelson, Sally Sheng, Hsiu-Wan Meng, Luyao Chen, Muhammad F. Walji, Xioaqian Jiang, Shayan Shams

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

DBNet: a novel deep learning framework for mechanical ventilation prediction using electronic health records.

Kai Zhang, Xiaoqian Jiang, Mahboubeh Madadi, Luyao Chen, Sean I. Savitz, Shayan Shams

Proceedings of the BCB '21: 12th ACM International Conference on Bioinformatics, 2021

2020

Fighting for Information Credibility: AnEnd-to-End Framework to Identify FakeNews during Natural Disasters.

Dipak Kumar Singh, Shayan Shams, Joohyun Kim, Seung-Jong Park, Seungwon Yang

Proceedings of the 17th International Conference on Information Systems for Crisis Response and Management, 2020

2019

Social and geographical disparities in Twitter use during Hurricane Harvey.

Lei Zou, Nina Siu-Ngan Lam, Shayan Shams, Heng Cai, Michelle A. Meyer, Seungwon Yang, Kisung Lee, Seung-Jong Park, Margaret A. Reams

Int. J. Digit. Earth, 2019

Deep Learning-Based Spatial Analytics for Disaster-Related Tweets: An Experimental Study.

Shayan Shams, Sayan Goswami, Kisung Lee

Proceedings of the 20th IEEE International Conference on Mobile Data Management, 2019

2018

Deep Generative Breast Cancer Screening and Diagnosis.

Shayan Shams, Richard Platania, Jian Zhang, Joohyun Kim, Seung-Jong Park

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018

GPU-Accelerated Large-Scale Genome Assembly.

Sayan Goswami, Kisung Lee, Shayan Shams, Seung-Jong Park

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Towards Distributed Cyberinfrastructure for Smart Cities Using Big Data and Deep Learning Technologies.

Shayan Shams, Sayan Goswami, Kisung Lee, Seungwon Yang, Seung-Jong Park

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

A Distributed Semi-Supervised Platform for DNase-Seq Data Analytics using Deep Generative Convolutional Networks.

Shayan Shams, Richard Platania, Joohyun Kim, Jian Zhang, Kisung Lee, Seungwon Yang, Seung-Jong Park

Proceedings of the 2018 ACM International Conference on Bioinformatics, 2018

2017

Hadoop-based replica exchange over heterogeneous distributed cyberinfrastructures.

Richard Platania, Shayan Shams, Chui-Hui Chiu, Nayong Kim, Joohyun Kim, Seung-Jong Park

Concurr. Comput. Pract. Exp., 2017

Evaluation of Deep Learning Frameworks Over Different HPC Architectures.

Shayan Shams, Richard Platania, Kisung Lee, Seung-Jong Park

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

Automated Breast Cancer Diagnosis Using Deep Learning and Region of Interest Detection (BC-DROID).

Richard Platania, Shayan Shams, Seungwon Yang, Jian Zhang, Kisung Lee, Seung-Jong Park

Proceedings of the 8th ACM International Conference on Bioinformatics, 2017

2016

A Scalable Pipeline for Transcriptome Profiling Tasks with On-Demand Computing Clouds.

Shayan Shams, Nayong Kim, Xiandong Meng, Ming Tai Ha, Shantenu Jha, Zhong Wang, Joohyun Kim

Proceedings of the 2016 IEEE International Parallel and Distributed Processing Symposium Workshops, 2016