Dublin City University (DCU)

School of Electronic Engineering (EE)

• Tutoring

• Image Processing & Analysis [EE453][EE425] (2022/2023)

Module Co-ordinator: Prof. Paul F. Wheland

• Teaching Assistance

• Embedded Systems [EE202] (2021/2022)

Module Co-ordinator: Dr. Robert Sadleir

• Mobile Robotics [EE303] (2019-2023)

Module Co-ordinator: Dr. Kevin McGuinness

• Algorithms for Engineers [EE324] (2020/2021)

Module Co-ordinator: Dr. Conor Mcardle

University College Dublin (UCD)

School of Medicine

• Lecturer

• AI For Medical Image Analysis (RDGY41710) (2023/2024)

Unsupervised and semi-supervised learning. Fine-tunning. Applications in Medical Imaging.
Module Co-ordinator: Dr. Kathleen Curran

• Master's Thesis Co-supervision

• Student: James Callanan

Thesis supervisor: Dr. Karhleen Curran
Work resulted in publication:

2022

1. 

   Integrating feature attribution methods into the loss function of deep learning classifiers

   James Callanan, Carles Garcia-Cabrera, Niamh Belton, and 2 more authors

   Irish Pattern Recognition & Classification Society Conference Proceedings, Sep 2022