Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T18:43:04.364885Z
Paper Citation Record · LEDGER
As of 22 August 2026, this Paper Citation Record lists 89 of 89 outbound references and 0 inbound Pith citation observations for arXiv:2512.03988.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-03T18:43:04.364885Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-22T06:32:14.747728+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
89 of 89 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 77cf3d88-9795-45ac-8902-ce7a1c1be9eb · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Global burden of cardiovascular diseases: projections from 2025 to 2050
Reference 1
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Observation 0fcdcfe9-f716-4ab7-9e09-2a1991098458 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states The Global Burden of Cardiovascular Diseases and Risk
Reference 2
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Observation 6bd8fe18-d8e4-4069-91f1-509d0609d30f · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Sustainable Wearables: Wearable Technology for Enhancing the Quality of Human Life
Reference 3
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Observation 04dfd18d-6db8-4772-ac88-528f28126909 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Wrist -Worn Devices for Remote Monitoring of Cardiovascular Disease: A Survey
Reference 4
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Observation 25632dfe-bae5-4a9f-b35a-e77d540791a6 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states The emerging field of mobile health
Reference 5
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Observation 4363476d-c35e-4cb9-b7f7-0bcb9cf7dd71 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Smart wearable devices in cardiovascular care: where we are and how to move forward
Reference 6
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Observation eccf6213-135c-48eb-9740-6beebe427e02 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Wearable Devices in Cardiovascular Medicine
Reference 7
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Observation ad6d11de-140c-4afb-a40a-976921a7000b · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Smartwatch Market Size, Share and Industry Analysis [Internet]
Reference 8
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Observation 5f2f8a69-5b3b-47f6-a248-4635b41d336e · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states The Future of Wearable Technologies and Remote Monitoring in Health Care
Reference 9
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Observation 32227677-1b45-4310-ab5f-1c9687f0103a · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Current perspectives on wearable rhythm recordings for clinical decision-making: the wEHRAbles 2 survey
Reference 10
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Observation 5d6b4f01-a01d-44bc-b423-b8ee6c3c0b10 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Wearable Devices for Remote Monitoring of Heart Rate and Heart Rate Variability—What We Know and What Is Coming
Reference 11
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Observation c33f9a4a-9776-44f0-9197-ee44aa9ff96b · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Artificial Intelligence and Wearables in Cardiology—Promise and Peril
Reference 12
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Observation 34c316c6-121b-46c6-b82b-473c5ba6535a · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Willingness to Share Data From Wearable Health and Activity Trackers: Analysis of the 2019 Health Information National Trends Survey Data
Reference 13
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Observation 7e3643d7-2d47-47df-aad5-946830e0ec88 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Wearables and Atrial Fibrillation: Advances in Detection, Clinical Impact, Ethical Concerns, and Future Perspectives
Reference 14
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Observation 85a11d96-7dde-40f7-8c77-e9e660f5e4d9 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Accuracy in Wrist -Worn, Sensor -Based Measurements of Heart Rate and Energy Expenditure in a Diverse Cohort
Reference 16
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Observation 3d819169-a168-47dd-8f10-ca8f2b573ec9 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states 510(k) summary: Apple Inc
Reference 18
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Observation 8d8f811f-5278-4943-bf0c-34ef747cf806 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Clinical implementation of an AI -enabled ECG for hypertrophic cardiomyopathy detection
Reference 19
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Observation 8352cb3b-a2b2-4e67-8aba-bdda6509de27 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Multichannel ECG recording from waist using textile sensors
Reference 20
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Observation 290b9480-b124-4ae8-953f-37959331acf3 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Investigating sources of inaccuracy in wearable optical heart rate sensors
Reference 21
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Observation ac2376c6-dd86-4302-aa48-5777d57eec47 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Investigating the accuracy of Garmin PPG sensors on differing skin types based on the Fitzpatrick scale: cross-sectional comparison study
Reference 22
Source-reported events for the cited work
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Observation b96cbb0d-bdd1-461d-a76e-1d0901755d4f · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Detection of Atrial Fibrillation in a Large Population Using Wearable Devices: The Fitbit Heart Study
Reference 23
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Observation 78cb947e-7f38-48d8-b365-7c8948c99619 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Large -Scale Assessment of a Smartwatch to Identify Atrial Fibrillation
Reference 24
Source-reported events for the cited work
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Observation 0324466b-d13a-4c40-a0d1-67bb061ff039 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Sleep staging algorithm based on smartwatch sensors for healthy and sleep apnea populations
Reference 25
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Observation 5df191da-f6e2-46d6-89e0-428d5d5fbcf4 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Validity of heart rate measurements in wrist-based monitors across skin tones during exercise
Reference 26
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Observation 375197eb-8b31-478f-b72a-5543a4cac4f8 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Artificial Intelligence-driven Real-time Monitoring of Cardiovascular Conditions with Wearable Devices: A Scoping Review (Preprint)
Reference 27
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Observation babf103e-9629-4a05-ad6b-f0f9288340df · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Guidelines for wrist-worn consumer wearable assessment of heart rate in biobehavioral research
Reference 28
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Observation 7bda73dd-f820-4efb-9de5-2760e3a090db · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Modeling and Reconstructing Textile Sensor Noise: Implications for Wearable Technology
Reference 29
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Observation 445608ea-a916-4454-a8e7-7e665d79f3c6 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states State of the science and recommendations for using wearable technology in sleep and circadian research
Reference 30
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Observation d2c11dce-2840-4010-a4ea-6171e550f3e6 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states A scoping review of robustness concepts for machine learning in healthcare
Reference 31
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Observation b43baa39-7b2d-4d1f-805f-0cd58657be4a · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Systematic Comparison of ECG Delineation Algorithm Performance on Smartwatch Data
Reference 32
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Observation 8ee581c7-6039-4145-85fa-7f90accb20b3 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Using a Smartwatch to Record Precordial Electrocardiograms: A Validation Study
Reference 33
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Observation 8e9dd9a3-b818-4c2b-8f29-4fc8b0dfe8a6 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Feasibility analysis of heart rate monitoring of construction workers using a photoplethysmography (PPG) sensor embedded in a wristband-type activity tracker
Reference 34
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Observation 1272b067-c6ae-449b-956f-c390d66f3b54 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Single-Lead ECG Recordings Including Einthoven and Wilson Leads by a Smartwatch: A New Era of Patient Directed Early ECG Differential Diagnosis of Cardiac Diseases? Sensors
Reference 35
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Observation e03c229e-bda2-46ed-abe5-ffdcd442993c · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states BigIdeasLab_STEP: Heart rate measurements captured by smartwatches for differing skin tones (version 1.0)
Reference 36
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Observation 0d1762e1-0b71-4acd-96f5-77874915473f · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Smartwatch heart rate data
Reference 37
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Observation 87b36d38-8cc7-4cb6-b503-9c21b8e5a4ef · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states A PPG Signal Dataset Collected in Semi -Naturalistic Settings Using Galaxy Watch
Reference 38
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Observation 8877a036-33da-4454-bc80-96a12974a254 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states In-situ wearable-based dataset of continuous heart rate variability monitoring accompanied by sleep diaries [Internet]
Reference 39
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Observation 7b9eb36d-c030-4326-8b57-ee857055275e · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states A continuous real-world dataset comprising wearable- based heart rate variability alongside sleep diaries
Reference 40
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Observation faf58ccd-b45e-4e1c-a988-584c221f63c1 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Data and code for assessing the agreement of the Bangle.js2 during in -lab and 24h free -living conditions for measuring steps and heart rate
Reference 41
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Observation b49c160a-6549-47ba-8c41-796e5f1b589a · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Validation of an Open-Source Smartwatch for Continuous Monitoring of Physical Activity and Heart Rate in Adults
Reference 42
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Observation 276d6b98-920a-40b6-ae3e-3d2b33bb61f3 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Assessing Heart Rate Using Consumer Technology Association Standards
Reference 43
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Observation 2f4a4d9b-2324-413b-a2f8-f1def2721856 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states The effect of aging on the cutaneous microvasculature
Reference 44
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Observation 2bf2f507-6394-4197-9c05-eaac29d76f7b · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Clinical Validation of 5 Direct-to-Consumer Wearable Smart Devices to Detect Atrial Fibrillation
Reference 45
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Observation 717556b8-25a6-4da4-ba8f-2aa33a00bc80 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states A comprehensive accuracy assessment of Samsung smartwatch heart rate and heart rate variability
Reference 46
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Observation c4180cc0-b027-43e1-9ef9-873a2ac5e4fc · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Comparative Assessment of Smartwatch Photoplethysmography Accuracy
Reference 47
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Observation 4eb6c656-6890-44e0-aec2-ca2862ceb526 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states GalaxyPPG: A PPG Signal Dataset Collected in Semi -Naturalistic Settings Using Galaxy Watch [Internet]
Reference 48
Source-reported events for the cited work
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Observation 752239b1-ab5c-41e0-a686-b92dca4357a2 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Research study recruitment [Internet]
Reference 49
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Observation 1f04abe7-cea0-46ca-ab05-0823b2991fac · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Recommendations for determining the validity of consumer wearable heart rate devices: expert statement and checklist of the INTERLIVE Network
Reference 50
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Observation e70b06cb-0edd-4b80-8773-53f0cf94d769 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Wearable Cuff -Less Blood Pressure Estimation at Home via Pulse Transit Time
Reference 51
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Observation d8a52712-cf5f-4507-bed5-87b0eaff6fb4 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states A new approach for daily life Blood -Pressure estimation using smart watch
Reference 52
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Observation 85ace5a8-c951-4fc1-8b8b-db1d6abb20e7 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Minimal Window Duration for Accurate HRV Recording in Athletes
Reference 53
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Observation bf38d437-a60c-4236-9aa9-7f1af6659159 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Is Ultra -Short-Term Heart Rate Variability Valid in Non -static Conditions? Front Physiol
Reference 54
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Observation 8d9d5c3c-da4e-4e43-8f43-a8e505b23835 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Modulation of Pulse Propagation and Blood Flow via Cuff Inflation—New Distal Insights
Reference 55
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Observation 54246f48-2251-4c79-ac1e-09f226f3186d · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Effects of Pulse Transit Time and Pulse Arrival Time on Cuff-less Blood Pressure Estimation: A Comparison Study with Multiple Experimental Interventions
Reference 56
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Observation 24a491a3-5f2b-4553-a41f-b2bd3fc3b825 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Timing errors and temporal uncertainty in clinical databases—A narrative review
Reference 57
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Observation 16d882ad-85c1-4663-8d39-406afecad4d8 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Lead Systems
Reference 58
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Observation d45ced12-6950-487c-800c-24bc6242a072 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states A new system of multiple-lead exercise electrocardiography
Reference 59
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Observation beff68e0-eb13-4b69-b321-5755e8761d47 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Advances in AI-enabled Wearable Systems
Reference 60
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Observation b8d09234-8ba0-4a85-b2b0-716186f74797 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Evaluation of Electrical Performance and Properties of Electroretinography Electrodes
Reference 61
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Observation 601d114f-7391-42b0-9e43-158047bf97c7 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Evaluation of low cost capacitive ECG prototypes: A hardware/software approach
Reference 62
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Observation 4efc4f23-0ef4-406a-a46a-50dbb0c223b2 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states In: Cardiology explained [Internet]
Reference 63
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Observation 3f4e27f4-7b61-4989-889d-5250dd7771aa · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Smartwatch Electrocardiograms for Automated and Manual Diagnosis of Atrial Fibrillation: A Comparative Analysis of Three Models
Reference 64
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Observation 33fc4f95-6ac3-4380-ab0a-8efa71127e96 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states A review on wearable photoplethysmography sensors and their potential future applications in health care
Reference 65
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Observation 2c1d8da4-30ff-4414-a90c-50fe6316718f · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states The 2023 wearable photoplethysmography roadmap
Reference 66
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Observation 15d8df74-3186-4ffa-9819-1985aad4997f · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Beer -lambert law along non -linear mean light pathways for the rational analysis of Photoplethysmography
Reference 67
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Observation 8b51e1de-2389-4dc7-bfac-5bb7b9169464 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states A Dual-Channel PPG Readout System With Motion -Tolerant Adaptability for OLED -OPD Sensors
Reference 68
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Observation ca111016-4b80-4ca3-809f-cb7352027f78 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states AFE4950 Integrated Analog Front -End [Internet]
Reference 69
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Observation e1fbcb9c-86b9-4063-a3c6-a3bba031b005 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Evaluation of Smartphone and Smartwatch Accelerometer Data in Activity Classification
Reference 70
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Observation 52115f4b-62fb-4ebc-b11e-69d2d7ca7939 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Cuff-based blood pressure measurement: challenges and solutions
Reference 71
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Observation ae6601e6-d719-4e4c-8023-c89cedc7cfc5 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states OMRON Healthcare
Reference 72
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Observation 81a6473e-2701-4302-b0cf-281833c33395 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states SensorManager | API reference [Internet]
Reference 73
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Observation ab9abf78-dcb3-4eb8-9f25-7aaec3e628b8 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Room Database Training [Internet]
Reference 74
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Observation d1cb4d32-a724-4756-80e8-60d74ffbcd99 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Kotlin Coroutines [Internet]
Reference 75
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Observation 6c775f83-bb9d-43b4-8c56-30a932e25dea · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states BioSPPy: A Python toolbox for physiological signal processing
Reference 76
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Observation b2587503-5d0e-40cf-9604-905c3df59b93 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states NeuroKit2: A Python toolbox for neurophysiological signal processing
Reference 77
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Observation 61df2bf6-f2e3-4485-b333-08e93fc4c8e6 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Wearable Electrocardiogram Quality Assessment Using Wavelet Scattering and LSTM
Reference 78
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Observation da52ed19-cdf6-412e-b928-8d166424adcb · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states one -size-fits-most
Reference 79
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Observation a8e53518-060a-4f3d-83c4-972c3b8807c2 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Prognostic Significance of Quantitative QRS Duration
Reference 80
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Observation 12cc60ea-1648-4071-ad17-d4affc8b57d2 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Duration of QRS Complex in Resting Electrocardiogram Is a Predictor of Sudden Cardiac Death in Men
Reference 81
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Observation 7f5743ef-da64-4fdd-b2bd-0e4c38ff64d9 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Electrocardiographic PR Interval and Adverse Outcomes in Older Adults: The Health, Aging, and Body Composition Study
Reference 82
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Reference 83
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Observation e5a27d50-e70b-4561-9d01-6f89ad7a992b · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Physiology -Informed ECG Delineation Based on Peak Prominence
Reference 84
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Observation b143cb7f-239b-4265-b67f-4760d813ece7 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Performance And Accuracy Of A Smart Watch Single- lead ECG: A Pilot Study [Internet]
Reference 85
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Observation c2269851-e877-4b83-ab3f-f132b45cb411 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Improving Automatic Smartwatch Electrocardiogram Diagnosis of Atrial Fibrillation by Identifying Regularity within Irregularity
Reference 86
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Observation 0649fa57-3b99-4d12-8079-cffc0cfd6bbc · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Towards Photoplethysmography-Based Estimation of Instantaneous Heart Rate During Physical Activity
Reference 87
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Observation c5bac7c0-8f6a-43cd-bc50-b23b45baa8b7 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Heart rate variability: Standards of measurement, physiological interpretation, and clinical use
Reference 88
Source-reported events for the cited work
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Observation 9cad75cc-d3d3-4e97-b5e1-948542353c5c · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Adaptive notch -filtration to effectively recover photoplethysmographic signals during physical activity
Reference 89
Source-reported events for the cited work
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Observation bb131344-1b1f-4407-b6d7-5a786071fd0d · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Emerging sensing and modeling technologies for wearable and cuffless blood pressure monitoring
Reference 90
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d94d371b-f25d-407f-8bb5-6d9cfce807b1 · outbound
HEART-Watch: A multimodal physiological dataset from a Google Pixel Watch across different physical states Effect of change in body position on resting 12-lead ECG
Reference 91
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
No inbound Pith citation observations are available.