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Pages

Posts

portfolio

publications

Crowdsourcing under data poisoning attacks: A comparative study

Published in IFIP Annual Conference on Data and Applications Security and Privacy 2020, 2020

Analysis of performance of truth inference method in adversarial settings

Recommended citation: Farnaz Tahmasebian, Li Xiong, Mani Sotoodeh, Vaidy Sunderam " Crowdsourcing under data poisoning attacks: A comparative study"IFIP Annual Conference on Data and Applications Security and Privacy 2020.

EdgeInfer: Robust Truth Inference under Data Poisoning Attack

Published in IEEE International Conference on Smart Data Services (SMDS) 2020 , 2020

Robust truth inference using matrix completion

Recommended citation: Farnaz Tahmasebian, Li Xiong, Mani Sotoodeh, Vaidy Sunderam " EdgeInfer: Robust Truth Inference under Data Poisoning Attack "IEEE International Conference on Smart Data Services (SMDS) 2020.

EHAPI: A comprehensive and improved definition for hospital-acquired pressure injury classification based on electronic health records

Published in JMIR Medical Informatics 2023, 2023

Standardized hospital acquired pressure injury using MIMIC-III dataset

Recommended citation: Sotoodeh M, Zhang W, Simpson R, Hertzberg V, Ho J. EHAPI: A comprehensive and improved definition for hospital-acquired pressure injury classification based on electronic health records. JMIR Med Inform. 2023 Jan 14. doi: 10.2196/40672;JMIR Medical Informatics 2023. .

An AdaBoost-based algorithm to detect hospital-acquired pressure injury in the presence of conflicting annotations

Published in Computers in Biology and Medicine, 2024

An ensemble-based method for detecting hospital-acquired pressure injury from four different cohort definitions.

Recommended citation: Ho, J. C., Sotoodeh, M., Zhang, W., Simpson, R. L., & Hertzberg, V. S. (2024). An AdaBoost-based algorithm to detect hospital-acquired pressure injury in the presence of conflicting annotations. Computers in Biology and Medicine, 168, 107754.

talks

teaching

Teaching experience 1

Undergraduate course, University 1, Department, 2014

This is a description of a teaching experience. You can use markdown like any other post.

Teaching experience 2

Workshop, University 1, Department, 2015

This is a description of a teaching experience. You can use markdown like any other post.