Nuclei and glands instance segmentation in histology images: a narrative review

ES Nasir, A Parvaiz, MM Fraz - Artificial Intelligence Review, 2023 - Springer
Examination of tissue biopsy and quantification of the various characteristics of cellular
processes are clinical benchmarks in cancer diagnosis. Nuclei and glands instance …

[HTML][HTML] Neuroimaging and electrophysiology meet invasive neurostimulation for causal interrogations and modulations of brain states

G Gonzalez-Escamilla, M Muthuraman, D Ciolac… - Neuroimage, 2020 - Elsevier
Deep brain stimulation (DBS) has developed over the last twenty years into a highly effective
evidenced-based treatment option for neuropsychiatric disorders. Moreover, it has become a …

A systematic review of neurophysiology-based localization techniques used in deep brain stimulation surgery of the subthalamic nucleus

DCC Lu, C Boulay, ADC Chan, AJ Sachs - … : Technology at the Neural …, 2024 - Elsevier
Objective This systematic review is conducted to identify, compare, and analyze
neurophysiological feature selection, extraction, and classification to provide a …

Localization of deep brain stimulation trajectories via automatic mapping of microelectrode recordings to MRI

AT Rao, KL Chou, PG Patil - Journal of Neural Engineering, 2023 - iopscience.iop.org
Objective. Suboptimal electrode placement during subthalamic nucleus deep brain
stimulation (STN DBS) surgery may arise from several sources, including frame-based …

Automated detection of subthalamic nucleus in deep brain stimulation surgery for Parkinson's disease using microelectrode recordings and wavelet packet features

PA Karthick, KR Wan, ASA Qi, J Dauwels… - Journal of Neuroscience …, 2020 - Elsevier
Background Deep brain stimulation (DBS) to the subthalamic nucleus (STN) is an effective
neurosurgery that overcomes the motor system alternations of patients with advanced …

Lightweight deep learning model for automated STN localization using MER in Parkinson's disease

A Maged, M Zhu, W Gao, M Hosny - Biomedical Signal Processing and …, 2024 - Elsevier
Deep brain stimulation (DBS) of Subthalamic nucleus (STN), using a permanent electrode
has emerged as an effective treatment for Parkinson's disease patients. However, accurately …

Using Ensemble of Hand-Feature Engineering and Machine Learning Classifiers for Refining the Subthalamic Nucleus Location from Micro-Electrode Recordings in …

M Benouis, A Rosado-Muñoz - Applied Sciences, 2024 - mdpi.com
When pharmaceutical treatments for Parkinson's Disease (PD) are no longer effective, Deep
Brain Stimulation (DBS) surgery, a procedure that entails the stimulation of the Subthalamic …

Non-invasive Analysis of Fiber Type Composition in Lower Limb Skeletal Muscles Using Reduced Interference Rihaczek Distribution

RR Nair, D Sasidharan… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
Fiber composition is an important factor influencing force generation and endurance of
different skeletal muscles. The analysis of the heterogeneous composition of muscles has …

Detection of subthalamic nucleus using novel higher-order spectra features in microelectrode recordings signals

M Hosny, M Zhu, W Gao, Y Fu - Biocybernetics and Biomedical …, 2021 - Elsevier
Successful deep brain stimulation surgery for Parkinson's disease (PD) patients hinges on
accurate clustering of the functional regions along the electrode insertion trajectory …

Detection of tonic-clonic seizures using wavelet entropy of scalp EEG

J Mathew, SR Manuskandan… - 2021 43rd Annual …, 2021 - ieeexplore.ieee.org
Epilepsy is the most common chronic neurologic disorder characterized by the recurrence of
unprovoked seizures. These seizures are paroxysmal events that result from abnormal …