Shayan Shams

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 20

Top Topics

Convolutional Neural Network

Top Venues

BMC Medical Informatics Decis. Mak.

Publications

Yan Chu, Kaichen Tang, Yu-Chun Hsu, Tongtong Huang, Dulin Wang, Wentao Li, Sean I. Savitz, Xiaoqian Jiang, Shayan Shams
estimation using PPG signal: a deep learning framework. BMC Medical Informatics Decis. Mak. 23 (1) (2023)
Kai Zhang, John A. Lincoln, Xiaoqian Jiang, Elmer V. Bernstam, Shayan Shams
Predicting multiple sclerosis disease severity with multimodal deep neural networks. CoRR (2023)
Tanjida Kabir, Luyao Chen, Muhammad F. Walji, Luca Giancardo, Xiaoqian Jiang, Shayan Shams
Dental CLAIRES: Contrastive LAnguage Image REtrieval Search for Dental Research. CoRR (2023)
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 (2021)
Miran Kim, Xiaoqian Jiang, Kristin E. Lauter, Elkhan Ismayilzada, Shayan Shams
HEAR: Human Action Recognition via Neural Networks on Homomorphically Encrypted Data. CoRR (2021)
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 (2021)
Kai Zhang, Xiaoqian Jiang, Mahboubeh Madadi, Luyao Chen, Sean Savitz, Shayan Shams
DBNet: a novel deep learning framework for mechanical ventilation prediction using electronic health records. BCB (2021)
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)
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 (2021)
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)
Lei Zou, Nina S.-N. 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) (2019)
Shayan Shams, Sayan Goswami, Kisung Lee
Deep Learning-Based Spatial Analytics for Disaster-Related Tweets: An Experimental Study. MDM (2019)
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)
Shayan Shams, Richard Platania, Jian Zhang, Joohyun Kim, Seung-Jong Park
Deep Generative Breast Cancer Screening and Diagnosis. MICCAI (2) (2018)
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)
Sayan Goswami, Kisung Lee, Shayan Shams, Seung-Jong Park
GPU-Accelerated Large-Scale Genome Assembly. IPDPS (2018)
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)
Shayan Shams, Richard Platania, Kisung Lee, Seung-Jong Park
Evaluation of Deep Learning Frameworks Over Different HPC Architectures. ICDCS (2017)
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)
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)