Page Not Found
Page not found. Your pixels are in another canvas.
Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About me:
About me
Page not in menu
This is a page not in th emain menu
Posts
portfolio
Portfolio item number 1
Published:
Short description of portfolio item number 1
Portfolio item number 2
Published:
Short description of portfolio item number 2
publications
Improving length of stay prediction using a hidden Markov model
Published in AIMIA 2019 Summit, 2019
Prediction of length of stay of ICU patients using a Hidden Markov Model.
Recommended citation: Mani Sotoodeh, Joyce Ho. (2019). "Improving length of stay prediction using a hidden Markov model." AMIA 2019 Summit.
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.
Pressure ulcer injury in unstructured clinical notes: Detection and interpretation
Published in AIMIA Annual Symposium 2020, 2020
Using MIMIC III notes to detect PUI cases
Recommended citation: Mani Sotoodeh,Zelalem H Gero, Wenhui Zhang, Roy L Simpson,Vicki Stover Hertzberg, and Joyce C Ho, "Pressure ulcer injury in unstructured clinical notes: Detection and interpretation "AIMIA Annual Symposium 2020. .
CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data
Published in Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2021, 2021
Coteaching based crowdsourcing with perturbations
Recommended citation: Mani Sotoodeh, Li Xiong, and Joyce C Ho, ".CrowdTeacher: Robust Co-teaching with Noisy Answers & Sample-specific Perturbations for Tabular Data, Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2021 .
Examination of the accuracy of coding pressure injury amount, site, and stage in MIMIC-III
Published in AIMIA Applied Clinical Informatics 2021, 2021
Recommended citation: Zhang, Wenhui, Sotoodeh, Mani, Ho, Joyce C, Simpson, Roy L, and Hertzberg, Vicki Stover; AIMIA Applied Clinical Informatics 2021.
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
Talk 1 on Relevant Topic in Your Field
Published:
This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
Conference Proceeding talk 3 on Relevant Topic in Your Field
Published:
This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
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.