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Jessica Sharmin Rahman
Jessica Sharmin Rahman
CERC fellow in Health Intelligence - CSIRO Health and Biosecurity
Verified email at csiro.au - Homepage
Title
Cited by
Cited by
Year
Towards Effective Music Therapy for Mental Health Care Using Machine Learning Tools: Human Affective Reasoning and Music Genres
JS Rahman, T Gedeon, S Caldwell, R Jones, Z Jin
Journal of Artificial Intelligence and Soft Computing Research 11 (1), 5-20, 2021
502021
Melodious micro-frissons: detecting music genres from skin response
JS Rahman, T Gedeon, S Caldwell, R Jones, MZ Hossain, X Zhu
2019 international joint conference on neural networks (ijcnn), 1-8, 2019
272019
Brain melody informatics: analysing effects of music on brainwave patterns
JS Rahman, T Gedeon, S Caldwell, R Jones
2020 international joint conference on neural networks (ijcnn), 1-8, 2020
242020
Robotic emotion monitoring for mental health applications: Preliminary outcomes of a survey
M Rostov, MZ Hossain, JS Rahman
Human-Computer Interaction–INTERACT 2021: 18th IFIP TC 13 International …, 2021
52021
Measuring Observers' EDA Responses to Emotional Videos
JS Rahman, MZ Hossain, T Gedeon
Proceedings of the 31st Australian Conference on Human-Computer-Interaction …, 2019
42019
Detecting Lies: Finding the Degree of Falsehood from Observers’ Physiological Responses
R Chu, JS Rahman, S Caldwell, X Zhu, T Gedeon
2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC …, 2021
32021
Can binaural beats increase your focus? exploring the effects of music in participants’ conscious and brain activity responses
JS Rahman, T Gedeon, S Caldwell, RL Jones
Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing …, 2021
32021
Are paired or single stimuli better to recognize genuine and posed smiles from observers’ galvanic skin response?
JS Rahman, MZ Hossain, T Gedeon
Proceedings of the 32nd Australian Conference on Human-Computer Interaction …, 2020
32020
Well-connectedness-a novel measure for improving protein complex detection from PPI network
A Chowdhury, JS Rahman, MS Hawlader
2016 IEEE Conference on Computational Intelligence in Bioinformatics and …, 2016
22016
Assessing the Applicability of Machine Learning Models for Robotic Emotion Monitoring: A Survey
MAR Khan, M Rostov, JS Rahman, KA Ahmed, MZ Hossain
Applied Sciences 13 (1), 387, 2022
12022
Brain Melody Interaction: Understanding Effects of Music on Cerebral Hemodynamic Responses
JS Rahman, S Caldwell, R Jones, T Gedeon
Multimodal Technologies and Interaction 6 (5), 35, 2022
12022
Stress Recognition with EEG Signals Using Explainable Neural Networks and a Genetic Algorithm for Feature Selection
E Pan, JS Rahman
Neural Information Processing: 28th International Conference, ICONIP 2021 …, 2021
12021
Improving the Stability of a Convolutional Neural Network Time-Series Classifier Using SeLU and Tanh
M Renkin, JS Rahman
Neural Information Processing: 27th International Conference, ICONIP 2020 …, 2020
12020
Towards Accurate Search for Neonatal Heartbeat: Weighted Algorithm for Reliable ECG Analysis of Premature Infants
J Rahman, A Brankovic, M Tracy, R Halliday, S Khanna
Studies in Health Technology and Informatics 310, 224-228, 2024
2024
Are paired or single stimuli better to recognize genuine and posed smiles from observers' GSR
JS Rahman, MZ Hossain
Authorea Preprints, 2023
2023
Development of an Interactive Dashboard to Analyse Physiological Signals in the Neonatal Intensive Care Unit
CJ Lauw, J Rahman, A Brankovic, M Tracy, S Khanna
2023 45th Annual International Conference of the IEEE Engineering in …, 2023
2023
Evaluation of Popular XAI Applied to Clinical Prediction Models: Can They be Trusted?
A Brankovic, D Cook, J Rahman, W Huang, S Khanna
arXiv preprint arXiv:2306.11985, 2023
2023
Computational Modelling to Detect Adverse Outcomes in Preterm Infants
J Rahman, A Brankovic, M Tracy, S Khanna
Journal of Paediatrics and Child Health 59 (51), 55-134, 2023
2023
Computational Tools and Techniques to Analyse Vital Sign of Preterm Infants: A Review
J Rahman, M Tracy, A Brankovic, S Khanna
Journal of Paediatrics and Child Health 59 (51), 55-134, 2023
2023
Machine Learning Model with Output Correction: Towards Reliable Bradycardia Detection in Neonates
J Rahman, A Brankovic, S Khanna
Prerprint available at: https://papers.ssrn.com/sol3/papers.cfm?abstract_id …, 2023
2023
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