Declan McIntosh
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View article: Label-Free Tracking of Proteins through Plasmon-Enhanced Interference
Label-Free Tracking of Proteins through Plasmon-Enhanced Interference Open
Single unmodified biomolecules in solution can be observed and characterized by interferometric imaging approaches; however, Rayleigh scattering limits this to larger proteins (typically >30 kDa). We observe real-time image tracking of unm…
View article: TempNet: Temporal Attention Towards the Detection of Animal Behaviour in Videos
TempNet: Temporal Attention Towards the Detection of Animal Behaviour in Videos Open
Recent advancements in cabled ocean observatories have increased the quality and prevalence of underwater videos; this data enables the extraction of high-level biologically relevant information such as species' behaviours. Despite this in…
View article: Preservation of High Frequency Content for Deep Learning-Based Medical Image Classification
Preservation of High Frequency Content for Deep Learning-Based Medical Image Classification Open
Chest radiographs are used for the diagnosis of multiple critical illnesses\n(e.g., Pneumonia, heart failure, lung cancer), for this reason, systems for the\nautomatic or semi-automatic analysis of these data are of particular interest.\nA…
View article: Movement Tracks for the Automatic Detection of Fish Behavior in Videos
Movement Tracks for the Automatic Detection of Fish Behavior in Videos Open
Global warming is predicted to profoundly impact ocean ecosystems. Fish behavior is an important indicator of changes in such marine environments. Thus, the automatic identification of key fish behavior in videos represents a much needed t…