Mohammad Amin Morid | DeepAI

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Featured Co-authors

Alireza Borjali
6 publications
Olivia R. Liu Sheng
5 publications
Samir Abdelrahman
4 publications
Kensaku Kawamoto
2 publications
Guilherme Del Fiol
2 publications
Travis Ault
1 publication
Josette Dorius
1 publication
Joseph Dunbar
1 publication

∙ 08/30/2021

Time Series Prediction using Deep Learning Methods in Healthcare

Traditional machine learning methods face two main challenges in dealing...

0 Mohammad Amin Morid, et al. ∙

∙ 09/14/2020

Learning Hidden Patterns from Patient Multivariate Time Series Data Using Convolutional Neural Networks: A Case Study of Healthcare Cost Prediction

Objective: To develop an effective and scalable individual-level patient...

0 Mohammad Amin Morid, et al. ∙

∙ 09/14/2020

Healthcare Cost Prediction: Leveraging Fine-grain Temporal Patterns

Objective: To design and assess a method to leverage individuals' tempor...

0 Mohammad Amin Morid, et al. ∙

∙ 04/27/2020

A scoping review of transfer learning research on medical image analysis using ImageNet

Objective: Employing transfer learning (TL) with convolutional neural ne...

0 Mohammad Amin Morid, et al. ∙

∙ 04/25/2017

PPMF: A Patient-based Predictive Modeling Framework for Early ICU Mortality Prediction

To date, developing a good model for early intensive care unit (ICU) mor...

0 Mohammad Amin Morid, et al. ∙

∙ 04/25/2017

Leveraging Patient Similarity and Time Series Data in Healthcare Predictive Models

Patient time series classification faces challenges in high degrees of d...

0 Mohammad Amin Morid, et al. ∙

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