Feature-driven Machine Learning to Improve Early Diagnosis of Parkinson's Disease L Parisi, N RaviChandran, ML Manaog Expert Systems with Applications, 2018 | 162 | 2018 |
Direct patterning of highly conductive PEDOT: PSS/ionic liquid hydrogel via microreactive inkjet printing MY Teo, N RaviChandran, N Kim, S Kee, L Stuart, KC Aw, J Stringer ACS applied materials & interfaces 11 (40), 37069-37076, 2019 | 79 | 2019 |
Enabling free-standing 3D hydrogel microstructures with microreactive inkjet printing MY Teo, S Kee, N RaviChandran, L Stuart, KC Aw, J Stringer ACS applied materials & interfaces 12 (1), 1832-1839, 2019 | 45 | 2019 |
hyper-sinh: An accurate and reliable function from shallow to deep learning in TensorFlow and Keras L Parisi, R Ma, N RaviChandran, M Lanzillotta Machine Learning with Applications 6, 100112, 2021 | 33 | 2021 |
A novel hybrid algorithm for aiding prediction of prognosis in patients with hepatitis L Parisi, N RaviChandran, ML Manaog Neural Computing and Applications 32 (8), 3839-3852, 2020 | 27 | 2020 |
Genetic algorithms and unsupervised machine learning for predicting robotic manipulation failures for force-sensitive tasks L Parisi, N RaviChandran 2018 4th International conference on control, automation and robotics (ICCAR …, 2018 | 24 | 2018 |
Decision Support System to Improve Postoperative Discharge: A Novel Multi-Class Classification Approach L Parisi, N RaviChandran, ML Manaog Knowledge-Based Systems, 2018 | 22 | 2018 |
Evolutionary feature transformation to improve prognostic prediction of hepatitis L Parisi, N RaviChandran Knowledge-Based Systems, 2020 | 21 | 2020 |
Evolutionary denoising-based machine learning for detecting knee disorders L Parisi, N RaviChandran Neural Processing Letters 52 (3), 2565-2581, 2020 | 17 | 2020 |
Characterizing the motor points of forearm muscles for dexterous neuroprostheses N RaviChandran, KC Aw, A McDaid IEEE Transactions on Biomedical Engineering 67 (1), 50-59, 2019 | 17 | 2019 |
Design of Transcutaneous Stimulation Electrodes for Wearable Neuroprostheses N RaviChandran, MY Teo, K Aw, A McDaid IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020 | 16 | 2020 |
Artificial intelligence for clinical gait diagnostics of knee osteoarthritis: an evidence-based review and analysis L Parisi, N RaviChandran, M Lanzillotta Authorea Preprints, 2023 | 12 | 2023 |
Conformable electrode arrays for wearable neuroprostheses N RaviChandran, MY Teo, A McDaid, K Aw Sensors 23 (6), 2982, 2023 | 12 | 2023 |
A translational perspective towards clinical AI fairness M Liu, Y Ning, S Teixayavong, M Mertens, J Xu, DSW Ting, LTE Cheng, ... NPJ Digital Medicine 6 (1), 172, 2023 | 11 | 2023 |
Electrophysiologically-identified motor points of forearm muscles N RaviChandran, K Aw, A McDaid IEEE Dataport, 2019 | 10 | 2019 |
Influence of Electrode Geometry on Selectivity and Comfort for Functional Electrical Stimulation N RaviChandran, K Aw, A McDaid International Functional Electrical Stimulation Society (IFESS), RehabWeek 2019, 2019 | 8 | 2019 |
The next generation of healthcare ecosystem in the metaverse Y Li, DV Gunasekeran, N RaviChandran, TF Tan, JCL Ong, ... Biomedical Journal 47 (3), 100679, 2024 | 7 | 2024 |
Modeling the excitation of nerve axons under transcutaneous stimulation N RaviChandran, J Hope, K Aw, A McDaid Computers in Biology and Medicine 165, 107463, 2023 | 7 | 2023 |
Automatic calibration of electrode arrays for dexterous neuroprostheses: a review N RaviChandran, K Aw, A McDaid Biomedical Physics & Engineering Express 9 (5), 052001, 2023 | 7 | 2023 |
Design of a low-profile glove to evaluate neuroprostheses-mediated grasps N RaviChandran, A McDaid International Journal of Biomechatronics and Biomedical Robotics, 2023 | 7 | 2023 |