Natiara Mohamad Hashim

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About

Natiara Mohamad Hashim is a researcher at the forefront of applying machine learning and robotics to clinical neurorehabilitation. Her work primarily focuses on developing intelligent systems for detecting and treating neuromuscular disorders, with a particular emphasis on post-stroke recovery. Hashim’s major contributions include the systematic development of a machine for abnormal muscle activity detection, leveraging anomaly detection algorithms to identify rare pathological patterns in clinical data—a method with broader applications in fraud detection and industrial safety. Her most-cited paper (2021, 4 citations) establishes this framework, while her subsequent work on exoskeleton robotics (2021, 2 citations) introduces the Malaysia Exoskeletal Robot Assisted Therapy (MyERAT), an innovative adjunctive treatment that combines robotic assistance with mirror therapy principles to enhance upper limb neurorecovery. By integrating quantitative clinical data with cutting-edge robotics, Hashim is pioneering accessible, data-driven rehabilitation strategies. Her research not only advances the field of neurorehabilitation but also demonstrates how anomaly detection can transform clinical diagnostics, offering new hope for stroke survivors and setting a benchmark for future assistive technologies.