Research output per year
Research output per year
Personal profile
Biography
Callum Altham is a Graduate Teaching Assistant and PhD Candidate specializing in artificial intelligence and medical informatics. With a passion for both academia and industry, he combines teaching undergraduate computer science courses with research in the field of AI and medical informatics.
Having earned a Bachelor of Science degree in Computer Science, this educational background laid the groundwork for subsequent pursuits of a Master of Science degree in Cyber Security. Currently pursuing a Doctoral degree, he focuses his research on the intersection of artificial intelligence and medical informatics. His doctoral thesis, titled "Early Detection and Diagnosis of Parkinson’s Disease Dementia Using Deep Learning" aims to develop innovative approaches to identify and diagnose Parkinson's Disease Dementia at an early stage, enabling timely intervention and improved patient care.
In addition to their research pursuits, he serves as a Graduate Teaching Assistant, sharing his expertise with undergraduate students in the field of computer science. This experience as a teaching assistant allows him to effectively communicate complex concepts, mentor aspiring students, and create an engaging learning environment.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Cyber Security, MSc, Improving Adversarial Attacks on Deep Learning Based Medical Systems using Reinforcement Learning, Edge Hill University
Sept 2021 → Aug 2022
Award Date: 3 Nov 2022
Computer Science, BSc, Effective Human Facial Emotion Recognition using Deep Learning Techniques, Edge Hill University
Sept 2018 → Jul 2021
Award Date: 24 Jun 2021
Other positions
Graduate Teaching Assistant, Edge Hill University
1 Oct 2022 → …
Research Projects Coordinator, Edge Hill University
Apr 2022 → Sept 2022
Research Assistant, Edge Hill University
Mar 2021 → Aug 2021
Research Centres
- Data and Complex Systems Research Centre
- Centre for Intelligent Visual Computing Research
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Early Detection of Parkinson's Disease Dementia Using Dual-Sided Multi-Scale Convolutional Neural Networks (DSMS-CNN)
ALTHAM, C., ZHANG, H., TROVATI, M., PEREIRA, E., Ray, N., Keller, S. & Macerollo, A., 19 Dec 2023, Medical Imaging and Computer-Aided Diagnosis: Proceedings of 2022 International Conference on Medical Imaging and Computer-Aided Diagnosis (MICAD 2022). Su, R., Zhang, Y., Liu, H. & F Frang, A. (eds.). Springer, Vol. 810. p. 191-201 11 p. (Lecture Notes in Electrical Engineering).Research output: Chapter in Book/Report/Conference proceeding › Conference proceeding (ISBN) › peer-review
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Adaptive MUlti-scale Superpixel Embedding Convolutional Neural Network (AMUSE-CNN) for Land Use Classification
ZHANG, H., ALTHAM, C., TROVATI, M., Zhang, C., Ajienka, N., Lawal , O. & NWEGBU, C., 2022, In: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 15, p. 7631-7642 12 p.Research output: Contribution to journal › Article (journal) › peer-review
Open AccessFile2 Citations (Scopus)67 Downloads (Pure) -
Machine learning for the detection and diagnosis of cognitive impairment in Parkinson’s Disease: a systematic review
ALTHAM, C., ZHANG, H. & PEREIRA, E., 16 May 2024, In: PLoS ONE. 37 p.Research output: Contribution to journal › Review article › peer-review
Open AccessFile72 Downloads (Pure)