Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Picture for Parisa Rashidi

Parisa Rashidi

J. Crayton Pruitt Family Department of Biomedical Engineering, University of Florida, Gainesville, FL

Multi-Task Prediction of Clinical Outcomes in the Intensive Care Unit using Flexible Multimodal Transformers



Benjamin Shickel , Patrick J. Tighe , Azra Bihorac , Parisa Rashidi


   Access Paper or Ask Questions

Posture Recognition in the Critical Care Settings using Wearable Devices



Anis Davoudi , Patrick J. Tighe , Azra Bihorac , Parisa Rashidi

* 8 pages 

   Access Paper or Ask Questions

Analysis of Intra-Operative Physiological Responses Through Complex Higher-Order SVD for Long-Term Post-Operative Pain Prediction



Raheleh Baharloo , Jose C. Principe , Parisa Rashidi , Patrick J. Tighe


   Access Paper or Ask Questions

Application of Deep Interpolation Network for Clustering of Physiologic Time Series



Yanjun Li , Yuanfang Ren , Tyler J. Loftus , Shounak Datta , M. Ruppert , Ziyuan Guan , Dapeng Wu , Parisa Rashidi , Tezcan Ozrazgat-Baslanti , Azra Bihorac


   Access Paper or Ask Questions

Development of Computable Phenotype to Identify and Characterize Transitions in Acuity Status in Intensive Care Unit



Yuanfeng Ren , Tyler J. Loftus , Rahul Sai Kasula , Prudhvee Narasimha Sadha , Parisa Rashidi , Azra Bihorac , Tezcan Ozrazgat-Baslanti

* 21 Pages, that include 6 figures, 3 tables and 1 supplemental Table 

   Access Paper or Ask Questions

Interpretable Multi-Task Deep Neural Networks for Dynamic Predictions of Postoperative Complications



Benjamin Shickel , Tyler J. Loftus , Shounak Datta , Tezcan Ozrazgat-Baslanti , Azra Bihorac , Parisa Rashidi


   Access Paper or Ask Questions

Sequential Interpretability: Methods, Applications, and Future Direction for Understanding Deep Learning Models in the Context of Sequential Data



Benjamin Shickel , Parisa Rashidi


   Access Paper or Ask Questions

Facial Action Unit Detection on ICU Data for Pain Assessment



Subhash Nerella , Azra Bihorac , Patrick Tighe , Parisa Rashidi

* 4 tables 

   Access Paper or Ask Questions

Automated Detection of Rest Disruptions in Critically Ill Patients



Vasundhra Iyengar , Azra Bihorac , Parisa Rashidi


   Access Paper or Ask Questions

Joint Distribution and Transitions of Pain and Activity in Critically Ill Patients



Florenc Demrozi , Graziano Pravadelli , Patrick J Tighe , Azra Bihorac , Parisa Rashidi

* Accepted for Publication in EMBC 2020 

   Access Paper or Ask Questions

1
2
>>