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Automated Detection of Uninformative Frames in Pulmonary Optical Endomicroscopy

Antonios Perperidis, Ahsan Akram, Yoann Altmann, Paul McCool, Jody Westerfeld, David Wilson, Kevin Dhaliwal, Stephen McLaughlin
2017 IEEE Transactions on Biomedical Engineering  
Conclusion: The detection algorithm is accurate and robust in pulmonary OEM frame sequences. Conditional to appropriate model refinement, the algorithms can become applicable in other organs.  ...  Index Terms-Distal lung imaging, fibered confocal fluorescent microscopy (FCFM), frames detection, image analysis, optical endomicroscopy (OEM), texture analysis.  ...  ACKNOWLEDGMENT The authors would like to thank Mauna Kea Technologies in providing support to collect the clinical data. They would also like to thank Prof. C. Williams and Dr. S.  ... 
doi:10.1109/tbme.2016.2538084 pmid:26978410 fatcat:qfz7zl2jefceneyo7gmszpatvm

Image computing for fibre-bundle endomicroscopy: A review [article]

Antonios Perperidis, Kevin Dhaliwal, Stephen McLaughlin, Tom Vercauteren
2018 arXiv   pre-print
Endomicroscopy is an emerging imaging modality, that facilitates the acquisition of in vivo, in situ optical biopsies, assisting diagnostic and potentially therapeutic interventions.  ...  While there is a diverse and constantly expanding range of commercial and experimental optical biopsy platforms available, fibre-bundle endomicroscopy is currently the most widely used platform and is  ...  Professor Dhaliwal is founder and shareholder of Edinburgh Molecular Imaging (Edinburgh, UK) and has in the past received funds for travel and meeting attendance from Mauna Kea Technologies (Paris, France  ... 
arXiv:1809.00604v1 fatcat:blwswhbjczft3lrbln7q5736km

Bayesian Bacterial Detection Using Irregularly Sampled Optical Endomicroscopy Images

Ahmed Karam Eldaly, Yoann Altmann, Ahsan Akram, Paul McCool, Antonios Perperidis, Kevin Dhaliwal, Stephen McLaughlin
2019 Medical Image Analysis  
Optical Endomicroscopy (OEM) is an emerging medical imaging platform with preclinical and clinical utility.  ...  Pulmonary OEM via multi-core fibre bundles has the potential to provide in vivo, in situ, fluorescent molecular signatures of the causes of infection and inflammation.  ...  Royal Academy of Engineering under the Research Fellowship scheme ( RF201617/16/31 ).  ... 
doi:10.1016/ pmid:31261017 fatcat:btuwfasmvfbf7k7clp3mflfmdm

Learning-based classification of informative laryngoscopic frames

Sara Moccia, Gabriele O. Vanone, Elena De Momi, Andrea Laborai, Luca Guastini, Giorgio Peretti, Leonardo S. Mattos
2018 Computer Methods and Programs in Biomedicine  
Conclusions Due to the high performance in identifying informative frames, the approach is a valuable tool to perform informative frame selection, which can be potentially applied in different fields,  ...  The purpose of this paper is to present a strategy to perform automatic selection of informative endoscopic video frames, which can reduce the amount of data to process and potentially increase diagnosis  ...  McLaughlin, Automated detection of uninforma-582 tive frames in pulmonary optical endomicroscopy, IEEE Transactions 583 on Biomedical Engineering 64 (2017) 87-98. 584 [35] M. K. Bashar, K. Mori, Y.  ... 
doi:10.1016/j.cmpb.2018.01.030 pmid:29544787 fatcat:crr3darhanaytnuaxiu3rnbblu