Alumni Profile

Justin Gerolami

School of Computing
Queen's University
Member Between September 2018 - December 2020
Biography
Justin is a second year master's student in Computer Science. After completing 2 years of Computer Science at Lakehead University in Thunder Bay, Ontario, Justin transferred into the Biomedical Computing program at Queen's University where he would graduate with honours in 2018. Justin's research interests include machine learning applications in medicine, specifically medical imaging. Justin is currently researching ways to improve tissue classification by using temporal enhanced ultrasound.
Awards
  • NSERC USRA 2017
  • Queen Elizabeth II Science and Technology Award 2018 - 2019
  • Vector Institute Scholarship in Artificial Intelligence 2018 - 2019
  • NSERC CGS 2019 - 2020
Publications

2021

Ehrlich, Joshua; Gerolami, Justin; Wu, Victoria; Hu, Zoe; Fauerbach, Paola Nasute; Jabs, Doris; Engel, Jay; Rudan, John F.; Merchant, Shaila; Walker, Ross; Ungi, Tamas; Mousavi, Parvin; Fichtinger, Gabor

Automated Contouring of Breast Tumors using Machine Learning Conference

The 19th Annual Symposium of the Imaging Network of Ontario (ImNO), 2021.

BibTeX

2020

Gerolami, Justin; Jamzad, Amoon; Li, Si Jia; Bayat, Sharareh; Abolmaesumi, Purang; Mousavi, Parvin

Improvement of Soft Tissue Characterization with Temporal Enhanced Ultrasound through Periodic Manipulation of Point Spread Function: A Feasibility Study Inproceedings

In: 42nd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 78–81, IEEE 2020.

BibTeX

Gerolami, Justin; Wu, Victoria; Fauerbach, Paola Nasute; Jabs, Doris; Engel, Jay; Rudan, John F; Merchant, Shaila; Walker, Ross; Anas, Emran Mohammad Abu; Abolmaesumi, Purang; Fichtinger, Gabor; Ungi, Tamas; Mousavi, Parvin

An End-to-End Solution for Automatic Contouring of Tumor Region in Intraoperative Images of Breast Lumpectomy Inproceedings

In: 2020 42nd Annual International Conference of the IEEE Engineering in Medicine & Biology Society (EMBC), pp. 2003–2006, IEEE 2020.

BibTeX

Gerolami, Justin; Jamzad, Amoon; Li, Si Jia; Mousavi, Parvin

The Effects of Elasticity and Scattering on Tissue Characterization Using Ultrasound Time Series Conference

The 18th Annual Symposium of the Imaging Network of Ontario (ImNO), 2020.

BibTeX