Daniela Souza de Oliveira

Juniorprofessur für Neuromuscular Physiology and Neural Interfacing Department Artificial Intelligence in Biomedical Engineering

Learning a Hand Model from Dynamic Movements Using High-Density EMG and Convolutional Neural Networks (2024) Simpetru R, Arkudas A, Braun D, Oßwald M, Souza de Oliveira D, Eskofier B, Kinfe TM, Del Vecchio A Journal article, Original article Deep Brain Stimulation for Chronic Facial Pain: An Individual Participant Data (IPD) Meta-Analysis (2023) Qassim H, Zhao Y, Ströbel A, Regensburger M, Buchfelder M, Souza de Oliveira D, Del Vecchio A, Kinfe TM Journal article, Review article The Impact of Burst Motor Cortex Stimulation on Cardiovascular Autonomic Modulation in Chronic Pain: A Feasibility Study for a New Approach to Objectively Monitor Therapeutic Effects (2023) Borutta M, Köhn J, Souza de Oliveira D, Del Vecchio A, Engelhorn T, Schwab S, Buchfelder M, Kinfe TM Journal article Mental fatigue impairs physical performance but not the neural drive to the muscle: a preliminary analysis (2023) Alix-Fages C, Jiménez-Martínez P, Souza de Oliveira D, Möck S, Balsalobre-Fernández C, Del Vecchio A Journal article Proportional Control of a Soft Cable-Driven Exoskeleton via a Myoelectrical Interface Enables Force-Controlled Finger Motions (2022) Walter J, Roßmanith P, Souza de Oliveira D, Reitelshofer S, Del Vecchio A, Franke J Conference contribution A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements (2022) Cakici A, Oßwald M, Souza de Oliveira D, Braun D, Simpetru R, Kinfe TM, Eskofier B, Del Vecchio A Conference contribution, Conference Contribution Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning (2022) Simpetru R, Oßwald M, Braun D, Souza de Oliveira D, Cakici A, Del Vecchio A Conference contribution, Conference Contribution Neural decoding from surface high-density EMG signals: influence of anatomy and synchronization on the number of identified motor units (2022) Souza de Oliveira D, Casolo A, Balshaw TG, Maeo S, Lanza MB, Martin NRW, Maffulli N, et al. Journal article Accurate Continuous Prediction of 14 Degrees of Freedom of the Hand from Myoelectrical Signals through Convolutive Deep Learning (2022) Simpetru RC, Oßwald M, Braun D, Souza de Oliveira D, Cakici AL, Del Vecchio A Conference contribution A Generalized Framework for the Study of Spinal Motor Neurons Controlling the Human Hand During Dynamic Movements (2022) Cakici AL, Oßwald M, Souza de Oliveira D, Braun D, Simpetru RC, Kinfe TM, Eskofier B, Del Vecchio A Conference contribution