Comparison between handcraft feature extraction and methods based on Recurrent Neural Network models for gesture recognition by instrumented gloves: A case for Brazilian Sign Language Alphabet. - Thiago Simões Dias; José Jair Alves Mendes Junior; Sérgio Francisco Pichorim (Biomed. Signal Process. Control., 2023)

How do sEMG segmentation parameters influence pattern recognition process? An approach based on wearable sEMG sensor. - José Jair Alves Mendes Junior; Carlos Eduardo Pontim; Thiago Simões Dias; Daniel Prado de Campos (Biomed. Signal Process. Control., 2023)

Surgical Instrument Signaling Gesture Recognition Using Surface Electromyography Signals. - Melissa La Banca Freitas; José Jair Alves Mendes Junior; Thiago Simões Dias; Hugo Valadares Siqueira; Sergio Luiz Stevan Jr. (Sensors, 2023)