Applications of interpretable deep learning in neuroimaging: a comprehensive review

L Munroe, M da Silva, F Heidari, I Grigorescu… - Imaging …, 2024 - direct.mit.edu
Clinical adoption of deep learning models has been hindered, in part, because the “black-box”
nature of neural networks leads to concerns regarding their trustworthiness and reliability. …

A virtual reality system for improved image-based planning of complex cardiac procedures

S Deng, G Wheeler, N Toussaint, L Munroe… - Journal of …, 2021 - mdpi.com
The intricate nature of congenital heart disease requires understanding of the complex,
patient-specific three-dimensional dynamic anatomy of the heart, from imaging data such as three…

Synthesising Brain Iron Maps from Quantitative Magnetic Resonance Images Using Interpretable Generative Adversarial Networks

L Munroe, M Deprez, C Michaelides, HG Parkes… - … Conference on Medical …, 2023 - Springer
Accurate spatial estimation of brain iron concentration in-vivo is vital to elucidate the role of
iron in neurodegenerative diseases, among other applications. However, ground truth …

QR code security

…, M Leithner, M Mulazzani, L Munroe… - Proceedings of the 8th …, 2010 - dl.acm.org
This paper examines QR Codes and how they can be used to attack both human interaction
and automated systems. As the encoded information is intended to be machine readable …

Malicious pixels using QR codes as attack vector

…, M Leithner, M Mulazzani, E Weippl, L Munroe… - Trustworthy ubiquitous …, 2012 - Springer
This work examines QR codes and how they can be used to attack both human interaction
and automated systems. As the encoded information is intended to be machine readable only…

Automatic re-orientation of 3D echocardiographic images in virtual reality using deep learning

L Munroe, G Sajith, E Lin, S Bhattacharya… - Annual Conference on …, 2021 - Springer
Munroe—This work is independent research funded by the National Institute for Health …
Lindsay Munroe and Suryava Bhattacharya would like to acknowledge funding from the …

Misleading Higher-Order Evidence and Rationality: We Can't Always Rationally Believe What We Have Evidence to Believe

W Munroe - Episteme, 2023 - cambridge.org
Evidentialism as an account of theoretical rationality is a popular and well-defended position.
However, recently, it's been argued that misleading higher-order evidence (HOE) – that is, …

Why do general practitioners refer to orthopaedic surgeons: a scoping review

O Kinsella, L Munroe, J Naidu, W Hing, D Marks - 2023 - osf.io
According to the available research, the reasons for why general practitioners (GPs) refer to
orthopaedic surgeons are quite vast and often non-specific. However, the rate of referrals …

Reciprocal relationships between forest management and regional landscape structures: applying concepts from land system science to private forest management

DK Munroe, MS Crandall, C Colocousis… - Journal of Land Use …, 2019 - Taylor & Francis
Maintaining forest cover and function given large-scale changes in population distribution,
infrastructure, and regional economies represents a formidable societal challenge. Land …

Applications of interpretable deep learning in neuroimaging: a systematic review

L Munroe, M da Silva, F Heidari, I Grigorescu… - Imaging …, 2024 - kclpure.kcl.ac.uk
Clinical adoption of deep learning models has been hindered, in part, because the “black-box”
nature of neural networks leads to concerns regarding their trustworthiness and reliability. …