These tools will no longer be maintained as of December 31, 2024. Archived website can be found here. PubMed4Hh GitHub repository can be found here. Contact NLM Customer Service if you have questions.
374 related articles for article (PubMed ID: 34047710)
21. Assessing the signal quality of electrocardiograms from varied acquisition sources: A generic machine learning pipeline for model generation. Albaba A; Simões-Capela N; Wang Y; Hendriks RC; De Raedt W; Van Hoof C Comput Biol Med; 2021 Mar; 130():104164. PubMed ID: 33360108 [TBL] [Abstract][Full Text] [Related]
22. Classification of Sleep Apnea Severity by Electrocardiogram Monitoring Using a Novel Wearable Device. Baty F; Boesch M; Widmer S; Annaheim S; Fontana P; Camenzind M; Rossi RM; Schoch OD; Brutsche MH Sensors (Basel); 2020 Jan; 20(1):. PubMed ID: 31947905 [TBL] [Abstract][Full Text] [Related]
23. A Novel Wearable EEG and ECG Recording System for Stress Assessment. Ahn JW; Ku Y; Kim HC Sensors (Basel); 2019 Apr; 19(9):. PubMed ID: 31035399 [TBL] [Abstract][Full Text] [Related]
24. A machine-learning approach for stress detection using wearable sensors in free-living environments. Abd Al-Alim M; Mubarak R; M Salem N; Sadek I Comput Biol Med; 2024 Sep; 179():108918. PubMed ID: 39029434 [TBL] [Abstract][Full Text] [Related]
25. Prediction and early detection of delirium in the intensive care unit by using heart rate variability and machine learning. Oh J; Cho D; Park J; Na SH; Kim J; Heo J; Shin CS; Kim JJ; Park JY; Lee B Physiol Meas; 2018 Mar; 39(3):035004. PubMed ID: 29376502 [TBL] [Abstract][Full Text] [Related]
26. Automatic Grading of Stroke Symptoms for Rapid Assessment Using Optimized Machine Learning and 4-Limb Kinematics: Clinical Validation Study. Park E; Lee K; Han T; Nam HS J Med Internet Res; 2020 Sep; 22(9):e20641. PubMed ID: 32936079 [TBL] [Abstract][Full Text] [Related]
27. Support vector machine-based arrhythmia classification using reduced features of heart rate variability signal. Asl BM; Setarehdan SK; Mohebbi M Artif Intell Med; 2008 Sep; 44(1):51-64. PubMed ID: 18585905 [TBL] [Abstract][Full Text] [Related]
28. Cross-validation and out-of-sample testing of physical activity intensity predictions with a wrist-worn accelerometer. Montoye AHK; Westgate BS; Fonley MR; Pfeiffer KA J Appl Physiol (1985); 2018 May; 124(5):1284-1293. PubMed ID: 29369742 [TBL] [Abstract][Full Text] [Related]
29. Generalizable machine learning for stress monitoring from wearable devices: A systematic literature review. Vos G; Trinh K; Sarnyai Z; Rahimi Azghadi M Int J Med Inform; 2023 May; 173():105026. PubMed ID: 36893657 [TBL] [Abstract][Full Text] [Related]
30. Objective Pain Assessment Using Wrist-based PPG Signals: A Respiratory Rate Based Method. Cao R; Aqajari SAH; Kasaeyan Naeini E; Rahmani AM Annu Int Conf IEEE Eng Med Biol Soc; 2021 Nov; 2021():1164-1167. PubMed ID: 34891494 [TBL] [Abstract][Full Text] [Related]
31. Mental Stress Assessment Using Ultra Short Term HRV Analysis Based on Non-Linear Method. Lee S; Hwang HB; Park S; Kim S; Ha JH; Jang Y; Hwang S; Park HK; Lee J; Kim IY Biosensors (Basel); 2022 Jun; 12(7):. PubMed ID: 35884267 [TBL] [Abstract][Full Text] [Related]
32. Heart Rate Variability Classification using Support Vector Machine and Genetic Algorithm. Ashtiyani M; Navaei Lavasani S; Asgharzadeh Alvar A; Deevband MR J Biomed Phys Eng; 2018 Dec; 8(4):423-434. PubMed ID: 30568932 [TBL] [Abstract][Full Text] [Related]
33. Localization of origins of premature ventricular contraction in the whole ventricle based on machine learning and automatic beat recognition from 12-lead ECG. He K; Nie Z; Zhong G; Yang C; Sun J Physiol Meas; 2020 Jun; 41(5):055007. PubMed ID: 32252035 [TBL] [Abstract][Full Text] [Related]
34. Comparative Study on Heart Rate Variability Analysis for Atrial Fibrillation Detection in Short Single-Lead ECG Recordings. Nguyen A; Ansari S; Hooshmand M; Lin K; Ghanbari H; Gryak J; Najarian K Annu Int Conf IEEE Eng Med Biol Soc; 2018 Jul; 2018():526-529. PubMed ID: 30440450 [TBL] [Abstract][Full Text] [Related]
35. Prediction of Freezing of Gait in Parkinson's Disease Using Wearables and Machine Learning. Borzì L; Mazzetta I; Zampogna A; Suppa A; Olmo G; Irrera F Sensors (Basel); 2021 Jan; 21(2):. PubMed ID: 33477323 [TBL] [Abstract][Full Text] [Related]
36. Tracking Vigilance Fluctuations in Real-Time: A Sliding-Window HRV-based Machine-Learning Approach. Xie T; Ma N Sleep; 2024 Aug; ():. PubMed ID: 39185558 [TBL] [Abstract][Full Text] [Related]
37. An Ensemble Learning Approach for Electrocardiogram Sensor Based Human Emotion Recognition. Dissanayake T; Rajapaksha Y; Ragel R; Nawinne I Sensors (Basel); 2019 Oct; 19(20):. PubMed ID: 31623279 [TBL] [Abstract][Full Text] [Related]
38. Noise Detection in Electrocardiography Signal for Robust Heart Rate Variability Analysis: A Deep Learning Approach. Ansari S; Gryak J; Najarian K Annu Int Conf IEEE Eng Med Biol Soc; 2018 Jul; 2018():5632-5635. PubMed ID: 30441613 [TBL] [Abstract][Full Text] [Related]
39. Wearable Flexible Electronics Based Cardiac Electrode for Researcher Mental Stress Detection System Using Machine Learning Models on Single Lead Electrocardiogram Signal. Bin Heyat MB; Akhtar F; Abbas SJ; Al-Sarem M; Alqarafi A; Stalin A; Abbasi R; Muaad AY; Lai D; Wu K Biosensors (Basel); 2022 Jun; 12(6):. PubMed ID: 35735574 [TBL] [Abstract][Full Text] [Related]
40. Ultra-short term HRV features as surrogates of short term HRV: a case study on mental stress detection in real life. Castaldo R; Montesinos L; Melillo P; James C; Pecchia L BMC Med Inform Decis Mak; 2019 Jan; 19(1):12. PubMed ID: 30654799 [TBL] [Abstract][Full Text] [Related] [Previous] [Next] [New Search]