Natural language processing for smart healthcare

B Zhou, G Yang, Z Shi, S Ma - IEEE Reviews in Biomedical …, 2022 - ieeexplore.ieee.org
Smart healthcare has achieved significant progress in recent years. Emerging artificial
intelligence (AI) technologies enable various smart applications across various healthcare …

The speech neuroprosthesis

AB Silva, KT Littlejohn, JR Liu, DA Moses… - Nature Reviews …, 2024 - nature.com
Loss of speech after paralysis is devastating, but circumventing motor-pathway injury by
directly decoding speech from intact cortical activity has the potential to restore natural …

Decoding speech perception from non-invasive brain recordings

A Défossez, C Caucheteux, J Rapin, O Kabeli… - Nature Machine …, 2023 - nature.com
Decoding speech from brain activity is a long-awaited goal in both healthcare and
neuroscience. Invasive devices have recently led to major milestones in this regard: deep …

A hybrid deep learning-based approach for brain tumor classification

A Raza, H Ayub, JA Khan, I Ahmad, A S. Salama… - Electronics, 2022 - mdpi.com
Brain tumors (BTs) are spreading very rapidly across the world. Every year, thousands of
people die due to deadly brain tumors. Therefore, accurate detection and classification are …

[HTML][HTML] Music can be reconstructed from human auditory cortex activity using nonlinear decoding models

L Bellier, A Llorens, D Marciano, A Gunduz… - PLoS …, 2023 - journals.plos.org
Music is core to human experience, yet the precise neural dynamics underlying music
perception remain unknown. We analyzed a unique intracranial electroencephalography …

Speech synthesis from neural decoding of spoken sentences

GK Anumanchipalli, J Chartier, EF Chang - Nature, 2019 - nature.com
Technology that translates neural activity into speech would be transformative for people
who are unable to communicate as a result of neurological impairments. Decoding speech …

[HTML][HTML] Brain-computer interface: applications to speech decoding and synthesis to augment communication

S Luo, Q Rabbani, NE Crone - Neurotherapeutics, 2022 - Elsevier
Damage or degeneration of motor pathways necessary for speech and other movements, as
in brainstem strokes or amyotrophic lateral sclerosis (ALS), can interfere with efficient …

Decoding of the speech envelope from EEG using the VLAAI deep neural network

B Accou, J Vanthornhout, HV hamme, T Francart - Scientific Reports, 2023 - nature.com
To investigate the processing of speech in the brain, commonly simple linear models are
used to establish a relationship between brain signals and speech features. However, these …

[HTML][HTML] Brain tumor classification and detection using hybrid deep tumor network

GA Amran, MS Alsharam, AOA Blajam, AA Hasan… - Electronics, 2022 - mdpi.com
Brain tumor (BTs) is considered one of the deadly, destructive, and belligerent disease, that
shortens the average life span of patients. Patients with misdiagnosed and insufficient …

Brain–computer interfaces

B He, H Yuan, J Meng, S Gao - Neural engineering, 2020 - Springer
Brain–computer interfaces (BCIs) have emerged as a novel technology that bridges the
brain with external devices. BCIs have been developed to decode human's intention …