SOURCE LEDGER / 190 RECORDS

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190records shown
IDTitle and routeType / yearEvidenceAccessQuick view
S0001 High-performance brain-to-text communication via handwritingintracortical Utah array peer_reviewed_human_study2021 A Metadata
S0002 A high-performance speech neuroprosthesisintracortical Utah array peer_reviewed_human_study2023 A Metadata
S0003 An Accurate and Rapidly Calibrating Speech Neuroprosthesis.intracortical Utah array peer_reviewed_human_study2024 A Metadata
S0004 Home use of a percutaneous wireless intracortical brain-computer interfaceintracortical Utah array peer_reviewed_human_study2021 A Metadata
S0005 Long-term intracortical microelectrode array performance in a human: a 5 year retrospective analysisintracortical Utah array peer_reviewed_human_longitudinal2021 A Metadata
S0006 Longevity and reliability of chronic unit recordings using the Utah arrayintracortical Utah array peer_reviewed_mixed_longitudinal2021 B Metadata
S0007 A brain-computer interface that evokes tactile sensations improves robotic arm controlbidirectional intracortical BCI peer_reviewed_human_study2021 A Metadata
S0008 Neural stimulation and perceived intensity in human somatosensory cortexintracortical sensory stimulation peer_reviewed_human_study2021 A Metadata
S0009 Neuroprosthesis for decoding speech in a paralyzed person with anarthriachronic ECoG peer_reviewed_human_study2021 A Metadata
S0010 Generalizable spelling using a speech neuroprosthesischronic ECoG peer_reviewed_human_study2022 A Metadata
S0011 A high-performance neuroprosthesis for speech decoding and avatar controlchronic high-density ECoG peer_reviewed_human_study2023 A Metadata
S0012 Author Correction: A high-performance neuroprosthesis for speech decoding and avatar control.chronic high-density ECoG author_correction2024 A Metadata
S0013 An instantaneous voice-synthesis neuroprosthesischronic high-density ECoG peer_reviewed_human_study2025 A Metadata
S0014 High-resolution neural recordings improve the accuracy of speech decodingmicro-ECoG peer_reviewed_intraoperative_human_study2023 A Metadata
S0015 Initial experience with the Precision Neuroscience Layer 7 cortical interfacemicro-ECoG peer_reviewed_intraoperative_human_study2026 A Metadata
S0016 Deep learning with CNNs for motor BCIs based on SEEGSEEG peer_reviewed_human_study2023 A Metadata
S0017 BrainGate2 clinical trial registrationintracortical Utah array clinical_trial_registration2009 A Metadata
S0018 UCSF BRAVO clinical trial registrationchronic ECoG clinical_trial_registration2018 A Metadata
S0019 Speech decoding from sEEG signalsSEEG peer_reviewed_human_study2024 A Metadata
S0020 Decoding continuous kinetic information of grasp from SEEGSEEG peer_reviewed_human_study2022 A Metadata
S0021 Motor neuroprosthesis implanted with neurointerventional surgery improves capacity for activities of daily living tasks in severe paralysis: first in-human experience.endovascular Stentrode peer_reviewed_human_study2021 A Metadata
S0022 Assessment of safety of a fully implanted endovascular brain-computer interfaceendovascular Stentrode peer_reviewed_human_study2023 A Metadata
S0023 SWITCH endovascular BCI trial registrationendovascular Stentrode clinical_trial_registration2019 A Metadata
S0024 COMMAND endovascular BCI trial registrationendovascular Stentrode clinical_trial_registration2021 A Metadata
S0025 Long-term stability of the WIMAGINE epidural ECoG implantepidural ECoG WIMAGINE peer_reviewed_human_longitudinal2021 A Metadata
S0026 WIMAGINE exoskeleton clinical trial registrationepidural ECoG WIMAGINE clinical_trial_registration2015 A Metadata
S0027 Walking naturally after spinal cord injury using a brain-spine interfaceECoG brain-spine interface peer_reviewed_human_study2023 A Metadata
S0028 Lower-limb ARC-BSI trial registrationbrain-spine interface clinical_trial_registration2024 A Metadata
S0029 Upper-limb ARC-BSI trial registrationbrain-spine interface clinical_trial_registration2023 A Metadata
S0030 Neuralink PRIME trial registrationflexible intracortical threads clinical_trial_registration2024 A Metadata
S0031 Neuralink CAN-PRIME trial registrationflexible intracortical threads clinical_trial_registration2024 A Metadata
S0032 Neuralink assistive robotic arm trial registrationflexible intracortical threads clinical_trial_registration2024 A Metadata
S0033 Neuralink GB-PRIME trial registrationflexible intracortical threads clinical_trial_registration2025 A Metadata
S0034 Neuralink VOICE trial registrationflexible intracortical threads clinical_trial_registration2025 A Metadata
S0035 FDA 510(k) K242618 Layer 7-Tcortical surface electrode regulatory_record2025-03-30 A Metadata
S0036 Paradromics Connect-One trial registrationintracortical interface clinical_trial_registration2026 A Metadata
S0037 Implanted BCI devices for paralysis or amputation: FDA final guidance availabilityimplantable BCI regulatory_guidance2021 A Metadata
S0038 Regulation EU 2017/745 on medical devicesactive implantable medical devices regulation2017 A Metadata
S0039 BrainGate Tablet trial registrationintracortical Utah array clinical_trial_registration2024 A Metadata
S0040 Longevity of a brain-computer interface for amyotrophic lateral sclerosisfully implanted ECoG peer_reviewed_human_longitudinal2024 A Metadata
S0041 A click-based electrocorticographic brain-computer interface enables long-term high-performance switch scan spellingfully implanted ECoG CortiCom peer_reviewed_human_longitudinal2024 A Metadata
S0042 JHU CortiCom trial registrationfully implanted ECoG CortiCom clinical_trial_registration2018 A Metadata
S0043 5-year follow-up of a fully implanted brain-computer interface in a spinal cord injury patientfully implanted ECoG peer_reviewed_human_longitudinal2025 A Metadata
S0044 Stable decoding from a speech BCI enables control for an individual with ALS without recalibration for 3 monthsfully implanted ECoG CortiCom peer_reviewed_human_study2023 A Metadata
S0045 Bidirectional Cortical Neuroprosthetic System trial registrationbidirectional intracortical BCI clinical_trial_registration2017 A Metadata
S0046 Cortical Communication System trial registrationfully implanted ECoG clinical_trial_registration2024 A Metadata
S0047 A bilingual speech neuroprosthesis driven by cortical articulatory representations shared between languageschronic ECoG peer_reviewed_human_study2024 A Metadata
S0048 Real-time brain-computer interface control of walking exoskeleton with bilateral sensory feedbackacute bilateral ECoG peer_reviewed_acute_human_study2026 A Metadata
S0049 Dry EEG Electrodesnoninvasive EEG peer_reviewed_review2014 B Full textTranslation available
S0050 Systematic comparison between a wireless EEG system with dry electrodes and a wired EEG system with wet electrodesnoninvasive EEG peer_reviewed_comparison2018 B Metadata
S0051 Review of semi-dry electrodes for EEG recordingnoninvasive EEG peer_reviewed_review2020 B Metadata
S0052 Impedance and Noise of Passive and Active Dry EEG Electrodes: A Reviewnoninvasive EEG peer_reviewed_review2020 B Metadata
S0053 Choosing MUSE: Validation of a low-cost portable EEG system for ERP researchconsumer EEG peer_reviewed_validation2017 B Metadata
S0054 Signal Quality in Dry Electrode EEG and Relation to Contact Impedancenoninvasive EEG peer_reviewed_study2014 B Metadata
S0055 Unobtrusive ambulatory EEG using a smartphone and flexible printed electrodes around the earear EEG peer_reviewed_human_study2015 B Metadata
S0056 The future of wearable EEG: a review of ear-EEG technology and applicationsear EEG peer_reviewed_review2023 B Metadata
S0057 Signal Quality Evaluation of Emerging EEG Deviceswearable EEG peer_reviewed_validation2018 B Full textTranslation available
S0058 Wireless EEG: A survey of systems and studieswireless EEG peer_reviewed_review2022 B Metadata
S0059 Wearable EEG and beyondwearable EEG peer_reviewed_review2019 B Metadata
S0060 Comparison of an Open-hardware EEG Amplifier with Medical Grade Device in BCI ApplicationsOpenBCI EEG peer_reviewed_comparison2016 B Metadata
S0061 Review on continuous wave fNIRS instrumentation and methodologyfNIRS peer_reviewed_review2014 B Metadata
S0062 Review on the Use of Wearable fNIRS in Naturalistic Environmentswearable fNIRS peer_reviewed_review2018 B Metadata
S0063 Best practices for fNIRS publicationsfNIRS peer_reviewed_guidance2021 B Metadata
S0064 Wearable Integrated EEG-fNIRS Technologies: A Reviewhybrid EEG-fNIRS peer_reviewed_review2021 B Full textTranslation available
S0065 Systematic review on hybrid EEG-fNIRS in BCIhybrid EEG-fNIRS peer_reviewed_systematic_review2021 B Metadata
S0066 The lab streaming layer for synchronized multimodal recordingmultimodal synchronization peer_reviewed_methods_paper2025 B Metadata
S0067 Lab Streaming Layer project documentationmultimodal synchronization project_documentation2026 C Metadata
S0068 Two common issues in synchronized multimodal recordings with EEG: jitter and latencymultimodal synchronization peer_reviewed_methods_paper2023 B Metadata
S0069 actiCHamp Plus and R-Net official product informationnoninvasive EEG vendor_product_page2026 D Metadata
S0070 g.HIamp official product pagenoninvasive EEG vendor_product_page2026 D Metadata
S0071 eego mylab official product pagenoninvasive EEG vendor_product_page2026 D Metadata
S0072 BioSemi sampling-rate FAQnoninvasive EEG vendor_documentation2026 D Metadata
S0073 Mentalab Explore official product contact and explorepy documentationnoninvasive EEG vendor_and_project_documentation2026 D Metadata
S0074 OpenBCI Cyton 8-channel biosensing board product pageopen-hardware EEG vendor_product_page2026 D Metadata
S0075 OpenBCI Cyton specifications and libraryopen-hardware EEG vendor_and_project_documentation2026 D Metadata
S0076 OpenBCI All-in-One Biosensing R&D Bundle product pageopen-hardware EEG vendor_product_page2026 D Metadata
S0077 Emotiv EPOC X product pageconsumer EEG vendor_product_page2026 D Metadata
S0078 Neurosity Crown product and SDKconsumer EEG vendor_and_project_documentation2026 D Metadata
S0079 Muse 2 product and developer pagesconsumer EEG vendor_product_page2026 D Metadata
S0080 Unicorn Hybrid Black official product pageconsumer and research EEG vendor_product_page2026 D Metadata
S0081 NeuSen W and Hub official product pageswireless EEG vendor_product_page2026 D Metadata
S0082 The architecture of functional brain network modulated by driving under train running noise exposure.wireless EEG peer_reviewed_device_use2024 B Full textTranslation available
S0083 A preliminary study of steady-state visually-evoked potential-based non-invasive brain-computer interface technology as a communication aid for patients with amyotrophic lateral sclerosis.wireless EEG peer_reviewed_device_use2025 B Metadata
S0084 NIRSport2 official product and quote contactfNIRS vendor_product_page2026 D Metadata
S0085 Brite official product pagewearable fNIRS vendor_product_page2026 D Metadata
S0086 NirSmart-3000A use in an independent studyfNIRS peer_reviewed_device_use2025 B Metadata
S0087 NirSmart-6000A use in an independent studyfNIRS peer_reviewed_device_use2025 B Metadata
S0088 ADS1299 product page and datasheetEEG analog front end vendor_datasheet2026 D Metadata
S0089 ISO 10993-1:2018 Biological evaluation of medical devicesskin-contact materials international_standard2018 A Metadata
S0090 ISO7741 reinforced digital isolator datasheetdigital isolation vendor_datasheet2026 D Metadata
S0091 IEC 60601-2-26 electroencephalographs particular requirementsmedical EEG international_standardnot_public A Metadata
S0092 IEC 60601-1 medical electrical equipment general requirementsmedical electrical equipment international_standardnot_public A Metadata
S0093 IEC 60601-1-2 medical electrical equipment EMC requirementsmedical electrical equipment international_standardnot_public A Metadata
S0094 Neuracle medical EEG product pagemedical EEG vendor_product_page2026 D Metadata
S0095 Wireless digital EEG acquisition system award notice MT-24-04031wireless EEG public_procurement_award2024-05-11 C Metadata
S0096 CH592 product page and datasheetwireless MCU vendor_datasheet2026 D Metadata
S0097 SCUT EEG physiological acquisition and stimulation systems award noticeEEG and stimulation systems public_procurement_award2024-11-13 C Metadata
S0098 The largest EEG-based BCI reproducibility study for open science: the MOABB benchmarknoninvasive EEG preprint2024 C Metadata
S0099 EEG Conformernoninvasive EEG peer_reviewed_methods_paper2023 B Metadata
S0100 EEGNetnoninvasive EEG peer_reviewed_methods_paper2018 B Metadata
S0101 Deep and shallow ConvNets for EEG decodingnoninvasive EEG peer_reviewed_methods_and_data_paper2017 B Metadata
S0102 BENDR: Using transformers and a contrastive self-supervised learning task to learn from massive amounts of EEG dataEEG peer_reviewed_methods_paper2021 B Metadata
S0103 BIOT: Biosignal Transformer for Cross-data Learning in the Wildmultimodal biosignals formal_conference_paper2023 B Metadata
S0104 LaBraMEEG preprint2024 C Metadata
S0105 Leakage and the reproducibility crisis in ML-based sciencemachine learning peer_reviewed_methods_paper2023 B Metadata
S0106 Neuro-GPT: Towards a Foundation Model for EEGEEG formal_conference_paper2024 B Metadata
S0107 EEG dataset and analysis for motor imagery in 52 subjectsnoninvasive EEG peer_reviewed_data_paper2017 B Metadata
S0108 MOABB Dataset SummaryEEG dynamic_dataset_catalog2026 C Metadata
S0109 OpenBMI: a real-time data analysis toolbox for brain-computer interfacesnoninvasive EEG peer_reviewed_data_paper2019 B Metadata
S0110 Optimal spatial filtering of single trial EEG during imagined hand movementnoninvasive EEG peer_reviewed_methods_paper2000 B Metadata
S0111 Filter Bank Common Spatial Pattern algorithmnoninvasive EEG peer_reviewed_methods_paper2012 B Full textTranslation available
S0112 xDAWN algorithm to enhance evoked potentials: application to brain-computer interface.noninvasive EEG peer_reviewed_methods_paper2009 B Metadata
S0113 A review of classification algorithms for EEG-based brain-computer interfaces: a 10 year updatenoninvasive EEG peer_reviewed_review2018 B Metadata
S0114 Riemannian geometry for EEG-based BCI: a primer and reviewnoninvasive EEG peer_reviewed_review2017 B Metadata
S0115 Transfer learning for brain-computer interfaces: Euclidean Alignmentnoninvasive EEG peer_reviewed_methods_paper2019 B Metadata
S0116 Riemannian Procrustes analysis for transfer learning in BCInoninvasive EEG peer_reviewed_methods_paper2019 B Metadata
S0117 Revisiting Euclidean alignment for transfer learning in EEG-based BCIsnoninvasive EEG peer_reviewed_methods_paper2025 B Metadata
S0118 Transfer learning for EEG-based brain-computer interfaces: a reviewnoninvasive EEG peer_reviewed_review2020 B Metadata
S0119 Toward a cure for BCI illiteracy: user-model co-adaptationnoninvasive EEG peer_reviewed_human_methods_study2012 B Metadata
S0120 PREP pipeline: standardized preprocessing for large-scale EEG analysisEEG peer_reviewed_methods_paper2015 B Metadata
S0121 Autoreject: automated artifact rejection for MEG and EEGEEG peer_reviewed_methods_paper2017 B Metadata
S0122 DISCOVER-EEGclinical EEG peer_reviewed_data_and_methods_paper2023 B Metadata
S0123 Hybrid brain-computer interfaces: reviewhybrid BCI peer_reviewed_review2013 B Metadata
S0124 Hybrid brain-computer interface techniques and applicationshybrid BCI peer_reviewed_review2017 B Metadata
S0125 Brain-computer interfaces for post-stroke motor rehabilitation: a meta-analysis.noninvasive BCI peer_reviewed_systematic_review2018 B Metadata
S0126 Brain-actuated functional electrical stimulation elicits lasting arm motor recovery after strokenoninvasive BCI-FES peer_reviewed_clinical_trial2018 B Metadata
S0127 Deep Learning in EEG-Based BCIs: Transformer Models Advantages Challenges and Applicationsnoninvasive EEG peer_reviewed_review2024 B Metadata
S0128 Chronic adaptive deep brain stimulation versus conventional stimulationadaptive DBS peer_reviewed_human_feasibility_trial2024 C Metadata
S0129 Nine-year prospective efficacy and safety of brain-responsive neurostimulation for focal epilepsyRNS peer_reviewed_prospective_open_label_study2020 B Metadata
S0130 PhysioNet EEG Motor Movement/Imagery Dataset v1.0.0noninvasive EEG official_datasetnot_public C Metadata
S0131 CHB-MIT Scalp EEG Database v1.0.0scalp EEG official_datasetnot_public C Metadata
S0132 Sleep-EDF ExpandedPSG and EEG official_datasetnot_public C Metadata
S0133 ERP COREnoninvasive EEG peer_reviewed_data_paper2021 B Metadata
S0134 A dataset of scalp EEG recordings of Alzheimer disease frontotemporal dementia and healthy subjectsnoninvasive EEG peer_reviewed_data_paper2023 B Metadata
S0135 OpenNeuro ds004504 v1.0.8noninvasive EEG official_dataset_snapshot2023 C Full textTranslation available
S0136 OpenNeuro ds003061 v1.1.1noninvasive EEG official_dataset_snapshotnot_public C Full textTranslation available
S0137 Temple University Hospital EEG Corpusclinical EEG peer_reviewed_data_paper2016 B Metadata
S0138 BIDS EEG specificationEEG formal_standard_specification2025 A Metadata
S0139 BIDS iEEG specificationintracranial EEG formal_standard_specification2025 A Metadata
S0140 Semantic reconstruction of continuous language from non-invasive brain recordingsfMRI peer_reviewed_human_study2023 B Metadata
S0141 DICE-net classification on ds004504noninvasive EEG peer_reviewed_methods_paper2023 B Metadata
S0142 Chisco: an EEG-based BCI dataset for decoding of imagined speechnoninvasive EEG peer_reviewed_data_paper2024 B Metadata
S0143 Channel reflection: Knowledge-driven data augmentation for EEG-based BCIsnoninvasive EEG peer_reviewed_methods_paper2024 B Metadata
S0144 MNE-Python repository and API documentationEEG MEG NIRS iEEG open_source_project_documentation2026 C Metadata
S0145 MOABB repository and API documentationnoninvasive EEG open_source_project_documentation2026 C Full textTranslation available
S0146 Braindecode repository and documentationEEG open_source_project_documentation2026 C Full textTranslation available
S0147 EEGLAB repository and documentationEEG open_source_project_documentation2026 C Metadata
S0148 FieldTrip repository and documentationEEG MEG iEEG NIRS open_source_project_documentation2026 C Full textTranslation available
S0149 BCI2000 official binaries and documentationBCI platform open_source_project_documentation2023 C Metadata
S0150 liblsl repository and documentationmultimodal synchronization open_source_project_documentation2026 C Metadata
S0151 BrainFlow repository and documentationbiosignal hardware abstraction open_source_project_documentation2026 C Metadata
S0152 NeuroTechX EEG-ExPy repositoryconsumer EEG open_source_project_documentation2026 C Full textTranslation available
S0153 pyRiemann repository and documentationEEG and multivariate signals open_source_project_documentation2026 C Full textTranslation available
S0154 MNE-BIDS repository and documentationEEG MEG iEEG NIRS open_source_project_documentation2026 C Full textTranslation available
S0155 Autoreject repositoryEEG and MEG open_source_project_documentation2026 C Full textTranslation available
S0156 OpenNeuro ds003029 v1.0.5 Epilepsy-iEEG-MulticenterECoG and SEEG official_dataset_snapshotnot_public C Full textTranslation available
S0157 Understanding mental fatigue and its detection: a comparative analysis of assessments and toolsmultimodal physiology peer_reviewed_review2023 B Full textTranslation available
S0158 Driving drowsiness detection using spectral signatures of EEG-based neurophysiologynoninvasive EEG peer_reviewed_human_study2023 C Metadata
S0159 Assessment of mental workload across cognitive tasks using a passive brain-computer interface based on mean negative theta-band amplitudes.noninvasive EEG peer_reviewed_human_study2023 C Metadata
S0160 医疗器械监督管理条例(国务院令第739号)medical devices regulation2021-03-18 A Metadata
S0161 医疗器械注册与备案管理办法(市场监管总局令第47号)medical devices departmental_regulation2021-08-26 A Metadata
S0162 涉及人的生命科学和医学研究伦理审查办法human research official_ethics_rule2023-02-18 A Metadata
S0163 科技伦理审查办法(试行)science and technology research official_ethics_rule2023-09-07 A Metadata
S0164 脑机接口研究伦理指引发布页及附件brain-computer interface official_ethics_guideline2024-02-06 A Metadata
S0165 人工智能科技伦理审查与服务办法(试行)artificial intelligence official_ethics_rule2026-04-02 A Metadata
S0166 中华人民共和国人类遗传资源管理条例human genetic resources regulation2019-06-10 A Metadata
S0167 人类遗传资源管理条例实施细则human genetic resources departmental_regulation2023-05-26 A Metadata
S0168 中华人民共和国个人信息保护法personal information law2021-08-20 A Metadata
S0169 中华人民共和国数据安全法data governance law2021-06-10 A Metadata
S0170 医疗器械软件注册审查指导原则(2022年修订版)medical software regulatory_guidance2022-03-09 A Metadata
S0171 医疗器械网络安全注册审查指导原则(2022年修订版)medical device cybersecurity regulatory_guidance2022-03-09 A Metadata
S0172 工信部公告2025年第11号:成立脑机接口标准化技术委员会 MIIT/TC4brain-computer interface official_announcement2025-06-12 A Metadata
S0173 关于推动脑机接口产业创新发展的实施意见brain-computer interface official_policy2025-07-30 A Metadata
S0174 脑电数据格式等5项通信行业标准报批公示brain-computer interface draft_standard_public_notice2026-06-25 A Metadata
S0175 Implantable acquisition and stimulation system for movement disorders trialimplantable BCI clinical_trial_registration2026-07-19 query B Metadata
S0176 NEO wireless implantable BCI trialimplantable wireless BCI clinical_trial_registration2026-07-19 query C Metadata
S0177 StairMed wireless brain implant for general peripheral control trialimplantable wireless BCI clinical_trial_registration2026-07-19 query B Metadata
S0178 StairMed wireless implantable BMI for spinal cord injury trialimplantable wireless BCI clinical_trial_registration2026-07-19 query B Metadata
S0179 StairMed wireless implanted BCI motor-rehabilitation trialimplantable wireless BCI clinical_trial_registration2026-07-19 query C Metadata
S0180 StairMed wireless implantable Mandarin speech neuroprosthesis trialimplantable wireless BCI clinical_trial_registration2026-07-19 query C Metadata
S0181 High-density ECoG Chinese speech-imagery encoding trialhigh-density ECoG clinical_trial_registration2026-07-19 query B Metadata
S0182 High-channel implanted BCI for tetraplegia motor function trialhigh-channel implantable BCI clinical_trial_registration2026-07-19 query C Metadata
S0183 BCI-assisted spinal stimulation and exoskeleton gait trialBCI-SCS-exoskeleton clinical_trial_registration2026-07-19 query B Metadata
S0184 Motor imagery and execution BCI for stroke trialnoninvasive BCI clinical_trial_registration2026-07-19 query C Metadata
S0185 WRS01 second participant life-scenario application disclosureimplantable BCI institutional_disclosure2025-12-16 C Metadata
S0186 The brain nebula: minimally invasive BCI by endovascular neural recording and stimulationendovascular neural interface peer_reviewed_review2024 B Metadata
S0187 A flexible neural implant with ultrathin substrateflexible neural implant peer_reviewed_device_study2022 B Metadata
S0188 医疗器械临床评价技术指导原则等5项技术指导原则通告(2021年第73号)medical devices regulatory_guidance_notice2021-09-28 A Metadata
S0189 医疗器械临床试验质量管理规范(2022年第28号公告)medical devices regulatory_rule2022-03-31 A Metadata
S0190 创新医疗器械特别审查程序(2018年第83号公告)medical devices regulatory_procedure2018-11-05 A Metadata

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