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From Pixels to Predictions: Spectrogram and Vision Transformer for Better Time Series Forecasting.

, , , , and . ICAIF, page 82-90. ACM, (2023)

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Predicting Multiple Sclerosis From Gait Dynamics Using an Instrumented Treadmill: A Machine Learning Approach., , , , and . IEEE Trans. Biomed. Eng., 68 (9): 2666-2677 (2021)Deep Learning for Multiple Sclerosis Differentiation Using Multi-Stride Dynamics in Gait., , , , and . IEEE Trans. Biomed. Eng., 70 (7): 2181-2192 (July 2023)Using Virtual Reality to Examine the Neural and Physiological Anxiety-Related Responses to Balance-Demanding Target-Reaching Leaning Tasks., , , , and . Humanoids, page 1-7. IEEE, (2019)Using Virtual Reality to Examine the Neural and Physiological Responses to Height and Perturbations in Quiet Standing., , , , and . EMBC, page 5233-5236. IEEE, (2019)Financial Time Series Forecasting using CNN and Transformer., , , , , and . CoRR, (2023)A Deep Learning Approach for Automatic and Objective Grading of the Motor Impairment Severity in Parkinson's Disease for Use in Tele-Assessments., , , , , and . Sensors, 23 (21): 9004 (November 2023)Automatic Identification of Brain Independent Components in Electroencephalography Data Collected while Standing in a Virtually Immersive Environment - A Deep Learning-Based Approach., , , and . EMBC, page 95-98. IEEE, (2020)A Vision-Based Framework for Predicting Multiple Sclerosis and Parkinson's Disease Gait Dysfunctions - A Deep Learning Approach., , , and . IEEE J. Biomed. Health Informatics, 27 (1): 190-201 (2023)Lesion Border Detection of Skin Cancer Images Using Deep Fully Convolutional Neural Network with Customized Weights., , and . EMBC, page 3035-3038. IEEE, (2021)A Deep Learning Approach for Grading of Motor Impairment Severity in Parkinson's Disease., , , , , and . EMBC, page 1-4. IEEE, (2023)