HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data | Paper Citation Record

Observation 6c5c1398-a8d8-46c1-a733-de26e5c8f82e · outbound

This paper cites A deep learning approach to on-node sensor data analytics for mobile or wearable devices,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data A deep learning approach to on-node sensor data analytics for mobile or wearable devices,

Reference 1

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Observation f2a58a2a-8d3f-48a2-842f-3f8d767d5588 · outbound

This paper cites Wearable accelerometer-derived physical activity and incident disease,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Wearable accelerometer-derived physical activity and incident disease,

Reference 2

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This paper cites Using fitness trackers and smartwatches to measure physical activity in research: analysis of consumer wrist-worn wearables,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Using fitness trackers and smartwatches to measure physical activity in research: analysis of consumer wrist-worn wearables,

Reference 3

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This paper cites Braem, W.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Braem, W

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This paper cites Smart wearables for the detection of cardiovascular diseases: a sys- tematic literature review,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Smart wearables for the detection of cardiovascular diseases: a sys- tematic literature review,

Reference 5

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Observation 65dd52c9-5ee2-44d7-b6cc-89c1b56ac93b · outbound

This paper cites Overview of artificial intelligence–driven wearable devices for diabetes: scoping review,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Overview of artificial intelligence–driven wearable devices for diabetes: scoping review,

Reference 6

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This paper cites Detection of atrial fibrillation in a large population using wearable devices: the fitbit heart study,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Detection of atrial fibrillation in a large population using wearable devices: the fitbit heart study,

Reference 7

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This paper cites Effectiveness of wearable activity trackers to increase physical activity and improve health: a systematic review of systematic reviews and meta-analyses,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Effectiveness of wearable activity trackers to increase physical activity and improve health: a systematic review of systematic reviews and meta-analyses,

Reference 8

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This paper cites Gptcoach: Towards llm-based physical activity coaching,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Gptcoach: Towards llm-based physical activity coaching,

Reference 9

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Observation 3022da3a-a466-4125-a476-4b3326cd93bc · outbound

This paper cites Be active: Physical activity,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Be active: Physical activity,

Reference 10

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Observation 7a8628c6-fdee-4f84-97cc-0a16c3133c4a · outbound

This paper cites Xsleepnet: Multi-view sequential model for automatic sleep staging,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Xsleepnet: Multi-view sequential model for automatic sleep staging,

Reference 11

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Observation ff0c92fa-73d2-411c-a5d2-29fd9d143489 · outbound

This paper cites U-sleep: resilient high-frequency sleep staging,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data U-sleep: resilient high-frequency sleep staging,

Reference 12

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Observation 86026877-19e6-4233-969f-5f19fe0d5e14 · outbound

This paper cites Lightweight transformer for federated human activity recognition in home care,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Lightweight transformer for federated human activity recognition in home care,

Reference 13

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Observation b328f60a-b44c-4c67-ad4b-f058ee5f124a · outbound

This paper cites Capslstm-based human activity recognition for smart healthcare with scarce labeled data,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Capslstm-based human activity recognition for smart healthcare with scarce labeled data,

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This paper cites Sdigru: Spatial and deep features integration using multilayer gated recurrent unit for human activity recognition,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Sdigru: Spatial and deep features integration using multilayer gated recurrent unit for human activity recognition,

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This paper cites Wearable sensor signals: An overview of the ai models most commonly applied to time series data analysis,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Wearable sensor signals: An overview of the ai models most commonly applied to time series data analysis,

Reference 16

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Observation 5404ddba-e11f-4ac9-b91f-a47202e948ea · outbound

This paper cites Spatial-temporal masked autoencoder for multi-device wearable human activity recognition,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Spatial-temporal masked autoencoder for multi-device wearable human activity recognition,

Reference 17

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Observation 25c4372a-44cc-4105-a4db-712ba32d62c3 · outbound

This paper cites Autoaughar: automated data augmentation for sensor-based human activity recognition,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Autoaughar: automated data augmentation for sensor-based human activity recognition,

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Observation 643019ce-b3ef-41be-8658-9cb789af17c7 · outbound

This paper cites A transformer-based framework for multivariate time series representation learning,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data A transformer-based framework for multivariate time series representation learning,

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Observation 92541302-d2ea-4e95-804b-6d514cfc5a65 · outbound

This paper cites Attcat: Explaining transformers via attentive class activation tokens,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Attcat: Explaining transformers via attentive class activation tokens,

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Observation 2166ae6d-f50d-47bb-b433-d6e042e806cf · outbound

This paper cites Assessing physical activ- ity/behavior of adolescents living in the pacific with accelerometer data: 231 geneactiv records in new caledonia,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Assessing physical activ- ity/behavior of adolescents living in the pacific with accelerometer data: 231 geneactiv records in new caledonia,

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This paper cites Dreamt: Dataset for real- time sleep stage estimation using multisensor wearable technology,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Dreamt: Dataset for real- time sleep stage estimation using multisensor wearable technology,

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This paper cites Deep convlstm with self-attention for human activity decoding using wearable sensors,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Deep convlstm with self-attention for human activity decoding using wearable sensors,

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Observation 053858a4-c8a5-46ef-868b-8e8f05b5320d · outbound

This paper cites Gated Transformer Networks for Multivariate Time Series Classification.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Gated Transformer Networks for Multivariate Time Series Classification

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Observation ee8c0663-c815-4b26-a66c-3bcb1fd7a1b5 · outbound

This paper cites Transformers in Time Series: A Survey.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Transformers in Time Series: A Survey

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This paper cites Shapeformer: Shapelet transformer for multivariate time series classification,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Shapeformer: Shapelet transformer for multivariate time series classification,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Long short-term memory,

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This paper cites Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Empirical Evaluation of Gated Recurrent Neural Networks on Sequence Modeling

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Attention is all you need,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Deepsleepnet: A model for automatic sleep stage scoring based on raw single-channel eeg,

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This paper cites Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Cardiologist-Level Arrhythmia Detection with Convolutional Neural Networks

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data A transformer based approach for activity detection,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Semi-supervised learning for wearable-based momentary stress detection in the wild,

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This paper cites Self-management of long-term conditions by integrat- ing artificial intelligence with wearable devices and internet-of-thing technology: A review,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Self-management of long-term conditions by integrat- ing artificial intelligence with wearable devices and internet-of-thing technology: A review,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Sleepecg-net: explainable deep learning approach with ecg for pediatric sleep apnea diagnosis,

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This paper cites Exploring the applications of explainability in wearable data analytics: Systematic literature review,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Exploring the applications of explainability in wearable data analytics: Systematic literature review,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Sleep-see-through: explainable deep learning for sleep event detection and quantification from wearable somnography,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data En- hancing the locality and breaking the memory bottleneck of transformer on time series forecasting,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Sleeptransformer: Automatic sleep staging with interpretability and un- certainty quantification,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Grad-cam: Visual explanations from deep networks via gradient-based localization,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data A unified approach to interpreting model predictions,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data ” why should i trust you?

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Cardiologist-level interpretable knowledge-fused deep neural network for automatic arrhythmia diagnosis,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Grad-sam: Explaining transformers via gradient self-attention maps,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data C-lime: A consistency-oriented lime for time-series health-risk predictions,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Geneactiv: Raw data wearable for clinical & public health research,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Unresolved cited work

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This paper cites Empatica e4 wristband for research,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Empatica e4 wristband for research,

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Unresolved cited work

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This paper cites Calibration of the genea accelerometer for assessment of physical activity intensity in children,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Calibration of the genea accelerometer for assessment of physical activity intensity in children,

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Observation 759957dd-4e66-497b-b22f-8bcc8475a2b0 · outbound

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HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Calibration of the genea accelerometer for assessment of physical activity intensity in children,

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Observation 30ab29ce-e1d7-4d81-a48a-c360c4b99e42 · outbound

This paper cites On the Variance of the Adaptive Learning Rate and Beyond.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data On the Variance of the Adaptive Learning Rate and Beyond

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Observation 6e1b869c-9dcb-424c-b95b-fc592da5074f · outbound

This paper cites Dose-response associations between accelerometry measured physical activity and sedentary time and all cause mortality: systematic review and harmonised meta-analysis,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Dose-response associations between accelerometry measured physical activity and sedentary time and all cause mortality: systematic review and harmonised meta-analysis,

Reference 53

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Observation 7aad72d5-5b46-4b04-a49c-d7cedc756031 · outbound

This paper cites Clustering of lifestyle risk factors for non-communicable diseases in 304,779 adolescents from 89 countries: A global perspective,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Clustering of lifestyle risk factors for non-communicable diseases in 304,779 adolescents from 89 countries: A global perspective,

Reference 54

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This paper cites Healthprism: a visual analytics system for exploring children’s physical and mental health profiles with multimodal data,.

HealthCAT: An Interpretable Encoder-only Transformer Framework for Health Indicator Prediction and Temporal Interpretation of Wearable Sensor Data Healthprism: a visual analytics system for exploring children’s physical and mental health profiles with multimodal data,

Reference 55

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