Muhammad Awais Bin Altaf
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Explore the profile of Muhammad Awais Bin Altaf including associated specialties, affiliations and a list of published articles.
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10
Citations
56
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Recent Articles
1.
Sheeraz M, Aslam A, Drakakis E, Heidari H, Altaf M, Saadeh W
Sensors (Basel)
. 2024 Dec;
24(23).
PMID: 39686027
Autism spectrum disorder (ASD) is a chronic neurological disorder with the severity directly linked to the diagnosis age. The severity can be reduced if diagnosis and intervention are early (age...
2.
Khan G, Khan N, Altaf M, Abbasi Q
Sensors (Basel)
. 2023 Apr;
23(8).
PMID: 37112452
This paper presents a trainable hybrid approach involving a shallow autoencoder (AE) and a conventional classifier for epileptic seizure detection. The signal segments of a channel of electroencephalogram (EEG) (EEG...
3.
Aslam A, Hafeez N, Heidari H, Altaf M
Front Neurosci
. 2022 Aug;
16:844851.
PMID: 35937896
Autism Spectrum Disorder (ASD) is characterized by impairments in social and cognitive skills, emotional disorders, anxiety, and depression. The prolonged conventional ASD diagnosis raises the sheer need for early meaningful...
4.
Khan G, Khan N, Altaf M, Ur Rehman Abid M
Annu Int Conf IEEE Eng Med Biol Soc
. 2021 Dec;
2021:643-646.
PMID: 34891375
Patient independent epileptic seizure detection algorithm for scalp electroencephalogram (EEG) data is pro- posed in this paper. Principal motivation of this work is to integrate neural and conventional machine learning...
5.
Aslam A, Altaf M
IEEE Trans Biomed Circuits Syst
. 2021 Sep;
15(5):1039-1052.
PMID: 34543203
An electroencephalogram (EEG)-based non-invasive 2-channel neuro-feedback SoC is presented to predict and report negative emotion outbursts (NEOB) of Autistic patients. The SoC incorporates area-and-power efficient dual-channel Analog Front-End (AFE), and...
6.
Aslam A, Altaf M
IEEE Trans Biomed Circuits Syst
. 2020 Aug;
14(4):838-851.
PMID: 32746354
Chronic neurological disorders (CND's) are lifelong diseases and cannot be eradicated, but their severe effects can be alleviated by early preemptive measures. CND's, such as Alzheimer's, Autism Spectrum Disorder (ASD),...
7.
Saadeh W, Khan F, Altaf M
IEEE Trans Biomed Circuits Syst
. 2019 Jun;
13(4):658-669.
PMID: 31180871
Accurate monitoring of the depth of anesthesia (DoA) is essential for intraoperative and postoperative patient's health. Commercially available electroencephalograph (EEG)-based DoA monitors are recommended only for certain anesthetic drugs and...
8.
Saadeh W, Butt S, Altaf M
IEEE Trans Neural Syst Rehabil Eng
. 2019 Apr;
27(5):995-1003.
PMID: 30998473
Falls in older adults are a major cause of morbidity and mortality and are a key class of preventable injuries. This paper presents a patient-specific (PS) fall prediction and detection...
9.
Zhang C, Altaf M, Yoo J
IEEE J Biomed Health Inform
. 2016 Apr;
20(4):996-1007.
PMID: 27093712
This paper presents the design of an area- and energy-efficient closed-loop machine learning-based patient-specific seizure onset and termination detection algorithm, and its on-chip hardware implementation. Application- and scenario-based tradeoffs are...
10.
Altaf M, Yoo J
IEEE Trans Biomed Circuits Syst
. 2015 Feb;
10(1):49-60.
PMID: 25700471
A non-linear support vector machine (NLSVM) seizure classification SoC with 8-channel EEG data acquisition and storage for epileptic patients is presented. The proposed SoC is the first work in literature...