Literature DB >> 33109045

Progress in Detection of Insomnia Sleep Disorder: A Comprehensive Review.

Md Belal Bin Heyat1, Faijan Akhtar2, M A Ansari3, Asif Khan2, Fahed Alkahtani4, Haroon Khan5, Dakun Lai1.   

Abstract

Lack of adequate sleep is a major source of many harmful diseases related to heart, brain, psychological changes, high blood pressure, diabetes, weight gain, etc. 40 to 50% of the world's population is suffering from poor or inadequate sleep. Insomnia is a sleep disorder in which an individual complaint of difficulties in starting/continuing sleep at least four weeks regularly. It is estimated that 70% of heart diseases are generated during insomnia sleep disorder. The main objective of this study is to determine all work conducted on insomnia detection and to make a database. We used two procedures including network visualization techniques on two databases including PubMed and Web of Science to complete this study. We found 169 and 36 previous publications of insomnia detection in the PubMed and the Web of Science databases, respectively. We analyzed 10 datasets, 2 databases, 21 genes, and 23 publications with 30105 subjects of insomnia detection. This work has revealed the future way and gap so far directed on insomnia detection and has also tried to provide objectives for the future work to be proficient in a scientific and significant manner. Copyright© Bentham Science Publishers; For any queries, please email at epub@benthamscience.net.

Entities:  

Keywords:  Insomnia; detection; diagnostic; machine learning; network visualization; prognostic; pubmed; sleep; sleep disorder; web of science

Year:  2021        PMID: 33109045     DOI: 10.2174/1389450121666201027125828

Source DB:  PubMed          Journal:  Curr Drug Targets        ISSN: 1389-4501            Impact factor:   3.465


  9 in total

1.  Segmentation of Drug-Treated Cell Image and Mitochondrial-Oxidative Stress Using Deep Convolutional Neural Network.

Authors:  Awais Khan Nawabi; Sheng Jinfang; Rashid Abbasi; Muhammad Shahid Iqbal; Md Belal Bin Heyat; Faijan Akhtar; Kaishun Wu; Baidenger Agyekum Twumasi
Journal:  Oxid Med Cell Longev       Date:  2022-05-26       Impact factor: 7.310

2.  Emotion Recognition from Physiological Channels Using Graph Neural Network.

Authors:  Tomasz Wierciński; Mateusz Rock; Robert Zwierzycki; Teresa Zawadzka; Michał Zawadzki
Journal:  Sensors (Basel)       Date:  2022-04-13       Impact factor: 3.847

3.  Validation of Visually Identified Muscle Potentials during Human Sleep Using High Frequency/Low Frequency Spectral Power Ratios.

Authors:  Mo H Modarres; Jonathan E Elliott; Kristianna B Weymann; Dennis Pleshakov; Donald L Bliwise; Miranda M Lim
Journal:  Sensors (Basel)       Date:  2021-12-22       Impact factor: 3.576

4.  An Effective and Lightweight Deep Electrocardiography Arrhythmia Recognition Model Using Novel Special and Native Structural Regularization Techniques on Cardiac Signal.

Authors:  Hadaate Ullah; Md Belal Bin Heyat; Hussain AlSalman; Haider Mohammed Khan; Faijan Akhtar; Abdu Gumaei; Aaman Mehdi; Abdullah Y Muaad; Md Sajjatul Islam; Arif Ali; Yuxiang Bu; Dilpazir Khan; Taisong Pan; Min Gao; Yuan Lin; Dakun Lai
Journal:  J Healthc Eng       Date:  2022-04-12       Impact factor: 3.822

5.  Wearable Flexible Electronics Based Cardiac Electrode for Researcher Mental Stress Detection System Using Machine Learning Models on Single Lead Electrocardiogram Signal.

Authors:  Md Belal Bin Heyat; Faijan Akhtar; Syed Jafar Abbas; Mohammed Al-Sarem; Abdulrahman Alqarafi; Antony Stalin; Rashid Abbasi; Abdullah Y Muaad; Dakun Lai; Kaishun Wu
Journal:  Biosensors (Basel)       Date:  2022-06-17

6.  Role of Inflammation, Oxidative Stress, and Mitochondrial Changes in Premenstrual Psychosomatic Behavioral Symptoms with Anti-Inflammatory, Antioxidant Herbs, and Nutritional Supplements.

Authors:  Arshiya Sultana; Khaleequr Rahman; Md Belal Bin Heyat; Faijan Akhtar; Abdullah Y Muaad
Journal:  Oxid Med Cell Longev       Date:  2022-07-13       Impact factor: 7.310

7.  Transoral Tongue Suspension for Obstructive Sleep Apnea-A Preliminary Study.

Authors:  Li-Jen Hsin; Yi-Chan Lee; Wan-Ni Lin; Yi-An Lu; Li-Ang Lee; Ming-Shao Tsai; Wen-Nuan Cheng; Yen-Ting Chiang; Hsueh-Yu Li
Journal:  J Clin Med       Date:  2022-08-24       Impact factor: 4.964

Review 8.  Current Insights on Bioactive Molecules, Antioxidant, Anti-Inflammatory, and Other Pharmacological Activities of Cinnamomum camphora Linn.

Authors:  Mohamed Joonus Aynul Fazmiya; Arshiya Sultana; Khaleequr Rahman; Md Belal Bin Heyat; Faijan Akhtar; Salabat Khan; Seth Christopher Yaw Appiah
Journal:  Oxid Med Cell Longev       Date:  2022-10-07       Impact factor: 7.310

9.  Development and validation of mathematical nomogram for predicting the risk of poor sleep quality among medical students.

Authors:  Jiahao Ding; Xin Guo; Mengqi Zhang; Mingxia Hao; Shuang Zhang; Rongshen Tian; Liting Long; Xiao Chen; Jihui Dong; Haiying Song; Jie Yuan
Journal:  Front Neurosci       Date:  2022-09-23       Impact factor: 5.152

  9 in total

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