Jaber Rad

About Me

Research Interests

• Bioinformatics and computational biology
• Cancer Modelling and Simulation
• Information Visualization (Specially applications in biological data visualization)
• Multi-Agent Systems – Agent-Oriented Programming

Publications


2022

Jaber Rad; Karthik Tennankore; Amanda Vinson; Syed Sibte Raza Abidi

Extracting Surrogate Decision Trees from Black-box Models to Explain the Temporal Importance of Clinical Features in Predicting Kidney Graft Survival Inproceedings

In: 20th International Conference on Artificial Intelligence in Medicine (AIME 2022), June 14-17, 2022, Halifax, Springer, 2022.

BibTeX | Tags: Explainability, Kidney Disease, Machine Learning

2021

Jaber Rad; Jason Quinn; Calvino Cheng; Robert Liwski; Samina Raza Abidi; Syed Sibte Raza Abidi

Using Interactive Visual Analytics to Optimize in Real-Time Blood Products Inventory at a Blood Bank Inproceedings

In: 31st Medical Informatics Europe (MIE2021), 2021.

BibTeX | Tags: Blood Inventory Management, Clinical Decision Support Systems, Visual analytics

2020

Jaber Rad; Calvino Cheng; Jason G Quinn; Samina Abidi; Robert Liwski; Syed Sibte Raza Abidi

An AI-Driven Predictive Modelling Framework to Analyze and Visualize Blood Product Transactional Data for Reducing Blood Products’ Discards Inproceedings

In: International Conference on Artificial Intelligence in Medicine (AIME 2020), 2020.

Abstract | BibTeX | Tags: Big Data, Blood Inventory Management, Blood product wastage, Data visualization, Machine Learning, Sequence prediction, Visual analytics

2019

Syed Sibte Raza Abidi; Jaber Rad; Ashraf Abusharekh; Patrice C. Roy; William Van Woensel; Samina Raza Abidi; Calvino Cheng; Bryan D. Crocker; Manal O. Elnenaei

AI-Driven Pathology Laboratory Utilization Management via Data- and Knowledge-Based Analytics Inproceedings

In: 17th Conf. on Artificial Intelligence in Medicine (AIME2019), June 26-29, pp. 241–251, Springer International Publishing, Poznan, Poland, 2019, ISBN: 978-3-030-21642-9.

Links | BibTeX | Tags: