Research output per year
Research output per year
Personal profile
Research interests
My research interests involve using data science, machine learning, and computer vision to analyse and interpret aquatic animal health data.
Biography
I have a Ph.D. in Computing Science, with a thesis titled "Innovative Signal Processing and Data Mining Techniques for Aquatic Animal Health." This project was conducted through a joint-funded studentship with the University of Stirling and SRUC. Prior to this, I graduated with a 1st class B.Sc.(Hons.) in Software Engineering from the University of Stirling in 2019.
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Collaborations and top research areas from the last five years
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Projects
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AIA ABA ST: Artificial Intelligence Assisted Animal Biosecurity Advice Search Tool
Lamont, K. (PI), Duncan, A. J. (CoPI), Pate, L. (CoI), Melville, L. (CoI) & Carmichael, S. (CoI)
Project: Research
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Health monitoring of Atlantic salmon (Salmo salar L.) using weekly mortality data and dynamic linear models
Carmichael, A. F. B., Merca, C. M. G. & Boerlage, A. S., 20 Nov 2024.Research output: Contribution to conference › Abstract
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Analysing hyperplasia in Atlantic salmon gills using empirical wavelets
Carmichael, A. F. B., Baily, J. L., Reeves, A., Ochoa, G., Boerlage, A. S., Gunn, G., Allshire, R. & Bhowmik, D., 6 Apr 2023, (First published) Medical Imaging 2023: Digital and Computational Pathology. Tomaszewski, J. E. & Ward, A. D. (eds.). SPIE, 124710I. (Progress in Biomedical Optics and Imaging - Proceedings of SPIE; vol. 12471).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Artificial Intelligence can assist diagnosis of hyperplasia in Atlantic Salmon Gill Histology Images
Carmichael, A., Baily, J., Reeves, A., Ochoa, G., Boerlage, A., Turnbull, J., Gunn, G., Allshire, R. & Bhowmik, D., 28 Nov 2023.Research output: Contribution to conference › Abstract
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Artificial Intelligence for Computer-Assisted Diagnosis of Hyperplasia in Atlantic Salmon Gill Histology Images
Carmichael, A., Baily, J., Reeves, A., Ochoa, G., Boerlage, A., Turnbull, J., Gunn, G., Allshire, R. & Bhowmik, D., 25 Oct 2023.Research output: Contribution to conference › Abstract
Open AccessFile32 Downloads (Pure) -
Ir-Man: An Information Retrieval Framework for Marine Animal Necropsy Analysis
Carmichael, A., Bhowmik, D., Baily, J., Brownlow, A., Gunn, G. & Reeves, A., 21 Sept 2020, ACM Conference on Bioinformatics, Computational Biology, and Health Informatics (ACM BCB 2020). Association for Computing Machinery (ACM), 9 p. 67. (Proceedings of the 11th ACM International Conference on Bioinformatics, Computational Biology and Health Informatics).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open AccessFile99 Downloads (Pure)
Activities
- 1 Invited talk
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Aquaculture Solutions Session at A3 Scotland Conference
Carmichael, S. (Speaker)
19 Aug 2024Activity: Talk, evidence or presentation types › Invited talk