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Paper Citation Record · LEDGER

Construction and optimization of health behavior prediction model for the elderly in smart elderly care

As of 23 August 2026, this Paper Citation Record lists 72 of 72 outbound references and 0 inbound Pith citation observations for arXiv:2412.02062.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2412.02062 v1

Coverage vector

measured 72 of 72 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-11T23:56:02.964080Z

measured 72 of 72 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-23T06:30:58.430688+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: cited_works

Reference resolution

72 of 72 outbound references displayed

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  • unresolved18
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External citation measurements

No source-named external measurement is stored.

Outbound references

Observation aa3ebcfb-b82f-4759-b43b-c17087a952fd · outbound

This paper cites Artificial intelligence in elderly healthcare: A scoping review.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Artificial intelligence in elderly healthcare: A scoping review

Reference 1

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Observation 85fbc91e-ec25-4ea9-885b-91882244dbab · outbound

This paper cites Digital health platforms for the elderly? key adoption and usage barriers and ways to address them.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Digital health platforms for the elderly? key adoption and usage barriers and ways to address them

Reference 2

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation fdb6fe3b-5388-4bd6-8159-e8ea80e58526 · outbound

This paper cites Health characteristics and aspirin use in participants at the baseline of the aspirin in reducing events in the elderly – extension (aspree-xt) observational study.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Health characteristics and aspirin use in participants at the baseline of the aspirin in reducing events in the elderly – extension (aspree-xt) observational study

Reference 3

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Observation 684fc33b-0ee0-4167-a43f-1dd4e6119ba9 · outbound

This paper cites an unresolved cited work.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Unresolved cited work

Reference 4

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Observation ad41e275-c974-40cc-b4f3-7ef0523f5c8c · outbound

This paper cites A machine learning approach for accurate and real-time dna sequence identification.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care A machine learning approach for accurate and real-time dna sequence identification

Reference 5

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 7aca39a3-9737-48ac-adc5-12c018d5df0f · outbound

This paper cites Gta-net: An iot-integrated 3d human pose estimation system for real-time adolescent sports posture correction.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Gta-net: An iot-integrated 3d human pose estimation system for real-time adolescent sports posture correction

Reference 6

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No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation b112b19e-fb45-4ae3-a392-0f493c1129c6 · outbound

This paper cites Optimizing automated picking systems in warehouse robots using machine learning.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Optimizing automated picking systems in warehouse robots using machine learning

Reference 7

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no resolver link, observed 2026-08-11T23:56:02.790382Z

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Observation e3a5575b-209f-40bb-840e-e6aa23cec8da · outbound

This paper cites Recording brain activity while listening to music using wearable eeg devices combined with bidirectional long short-term memory networks.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Recording brain activity while listening to music using wearable eeg devices combined with bidirectional long short-term memory networks

Reference 8

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raw_fallback, observed 2026-08-11T23:56:03.880006Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 06ae0ae8-30ea-4eee-9d92-b716a17f0694 · outbound

This paper cites Deep Reinforcement Learning-based Obstacle Avoidance for Robot Movement in Warehouse Environments.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Deep Reinforcement Learning-based Obstacle Avoidance for Robot Movement in Warehouse Environments

Reference 9

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Observation c3eb3717-e703-46cd-a852-7a646b4208c3 · outbound

This paper cites Music genre classification with transformer classifier.Proceedings of the 2020 4th international conference on digital signal processing (2020), 155–159.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Music genre classification with transformer classifier.Proceedings of the 2020 4th international conference on digital signal processing (2020), 155–159

Reference 10

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation af97a298-da21-4fad-bb75-820768bcddbf · outbound

This paper cites Application of deep learning models based on efficientdet and openpose in user-oriented motion rehabilitation robot control.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Application of deep learning models based on efficientdet and openpose in user-oriented motion rehabilitation robot control

Reference 11

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 579a94b9-c633-48e7-8c3d-353b6abdf709 · outbound

This paper cites Enhancing visual question answering through ranking- based hybrid training and multimodal fusion.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Enhancing visual question answering through ranking- based hybrid training and multimodal fusion

Reference 12

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation ccd64f55-03d5-4b96-97b8-f34a6268828b · outbound

This paper cites Image anomaly detection and prediction scheme based on SSA optimized ResNet50-BiGRU model.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Image anomaly detection and prediction scheme based on SSA optimized ResNet50-BiGRU model

Reference 13

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Observation a4cf6b4a-6a0c-443d-ba8a-07c5b60670d4 · outbound

This paper cites Expected file-delivery time of dtn protocol over asymmetric space internetwork channels.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Expected file-delivery time of dtn protocol over asymmetric space internetwork channels

Reference 14

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 4207773e-93c4-4fd6-9541-14123d66ed3e · outbound

This paper cites an unresolved cited work.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Unresolved cited work

Reference 15

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unresolved
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation ff3de9fe-0ff7-43b0-bf2b-09c4007cfd99 · outbound

This paper cites Performance analysis of dna crossbar arrays for high-density memory storage applications.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Performance analysis of dna crossbar arrays for high-density memory storage applications

Reference 16

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation f1ccc07a-eee4-4cd7-8bf8-9153bac54b25 · outbound

This paper cites Mix of Experts Language Model for Named Entity Recognition.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Mix of Experts Language Model for Named Entity Recognition

Reference 17

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Observation 5f453902-da05-417b-99b7-2ac7b11abcfb · outbound

This paper cites Fortifying the global data fortress: a multidimensional examination of cyber security indexes and data protection measures across 193 nations.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Fortifying the global data fortress: a multidimensional examination of cyber security indexes and data protection measures across 193 nations

Reference 18

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 0065768c-a533-4c5d-a24c-d48931728760 · outbound

This paper cites Application of deep learning for automatic identification of hazardous materials and urban safety supervision.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Application of deep learning for automatic identification of hazardous materials and urban safety supervision

Reference 19

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation bed1adf5-299a-4d84-a2db-cb5bf82c6aeb · outbound

This paper cites Research on empirical correction models of gps block iif and bds satellite inter-frequency clock bias.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Research on empirical correction models of gps block iif and bds satellite inter-frequency clock bias

Reference 20

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 97af937b-ba18-4a6e-926f-7da01ee64cf2 · outbound

This paper cites Automatic news generation and fact-checking system based on language processing.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Automatic news generation and fact-checking system based on language processing

Reference 21

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verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 976839d1-647e-4890-8c86-5fc33d62ad82 · outbound

This paper cites Classification of dna sequences: Performance evaluation of multiple machine learning methods.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Classification of dna sequences: Performance evaluation of multiple machine learning methods

Reference 22

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 9e6284bb-4f6f-4baa-aeec-be249088c806 · outbound

This paper cites Using automated vehicle data as a fitness tracker for sustainability.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Using automated vehicle data as a fitness tracker for sustainability

Reference 23

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation d4cb5a3d-e89c-4e85-be04-2de693b62d66 · outbound

This paper cites Ai based elderly fall prediction system using wearable sensors: A smart home-care technology with iot.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Ai based elderly fall prediction system using wearable sensors: A smart home-care technology with iot

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.783395Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 7c011b3d-ced2-4954-b6a9-c0c0903cbf5e · outbound

This paper cites Heart rate prediction with contactless active assisted living technology: a smart home approach for older adults.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Heart rate prediction with contactless active assisted living technology: a smart home approach for older adults

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.776038Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation dfdcf4a3-2049-454d-8ebe-b27f77a0cc58 · outbound

This paper cites Smart solutions for detecting, predicting, monitoring, and managing dementia in the elderly: A survey.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Smart solutions for detecting, predicting, monitoring, and managing dementia in the elderly: A survey

Reference 26

Resolution
verified fuzzy
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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation af11a5ea-1db8-4cf9-97bf-a106b6404cd4 · outbound

This paper cites An elderly health monitoring system based on biological and behavioral indicators in internet of things.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care An elderly health monitoring system based on biological and behavioral indicators in internet of things

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.761254Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 5c3b396b-867b-49c7-97d8-631a5dd83319 · outbound

This paper cites Identification of Prognostic Biomarkers for Stage III Non-Small Cell Lung Carcinoma in Female Nonsmokers Using Machine Learning.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Identification of Prognostic Biomarkers for Stage III Non-Small Cell Lung Carcinoma in Female Nonsmokers Using Machine Learning

Reference 28

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:56:02.846920Z digest=sha256:4a9ded849b97820fe62aadc4963732ecf71fa3117541ddc5b4c313bb6a95e9f9

Observation 5ebca12f-7a26-47f2-b7f4-38cc05e8bd6c · outbound

This paper cites Robust domain generalization for multi-modal object recognition.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Robust domain generalization for multi-modal object recognition

Reference 29

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.753870Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 387537f3-4dd4-45ed-9639-6ed795209811 · outbound

This paper cites Big data and machine learning in defence.International Journal of Computer Science and Information Technology 16 (2024) 25–35.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Big data and machine learning in defence.International Journal of Computer Science and Information Technology 16 (2024) 25–35

Reference 30

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raw_fallback, observed 2026-08-11T23:56:03.746640Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 5a8749d7-a470-4f0a-b3ab-4b7f31b5306a · outbound

This paper cites Triz method for urban building energy optimization: Gwo-sarima-lstm forecasting model.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Triz method for urban building energy optimization: Gwo-sarima-lstm forecasting model

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.739358Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation c7dcbad2-5722-4358-8ad3-32ee5957b8e9 · outbound

This paper cites IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care IoT-Based 3D Pose Estimation and Motion Optimization for Athletes: Application of C3D and OpenPose

Reference 32

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Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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Observation 2c3061fb-0243-40de-904d-3981e5c322f5 · outbound

This paper cites Risk analysis in customer relationship management via qrcnn-lstm and cross-attention mechanism.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Risk analysis in customer relationship management via qrcnn-lstm and cross-attention mechanism

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.731878Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

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Observation 47b80a87-1fca-49fd-a818-a482a37de429 · outbound

This paper cites Performance evaluation of quic with bbr in satellite internet.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Performance evaluation of quic with bbr in satellite internet

Reference 34

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.724623Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.863341Z digest=sha256:531db824614a2e2329d64e9afc6222f568636fc4908f55539852193ca3bbde21

Observation b1c4a0dc-6b03-4ee2-ae0e-8ccc0de4025d · outbound

This paper cites Deep learning-based anomaly detection and log analysis for computer networks.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Deep learning-based anomaly detection and log analysis for computer networks

Reference 35

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.717302Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.865828Z digest=sha256:dd66c9b47f7d483f928f81d4afaafb9d010e102f8493b8a5c0b587c7a7216621

Observation 7ca23d51-350f-483b-87d6-f078e2a56830 · outbound

This paper cites Regional bds satellite clock estimation with triple- frequency ambiguity resolution based on undifferenced observation.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Regional bds satellite clock estimation with triple- frequency ambiguity resolution based on undifferenced observation

Reference 36

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.709800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.868532Z digest=sha256:c4d1e1e42579aa7f338d0ff8343877ac91e59a01d4ceaa7a1a5d8d27041a8ba8

Observation 2dfaad0b-4ff5-46d1-8fa8-5391390f0a89 · outbound

This paper cites Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Cross-border Commodity Pricing Strategy Optimization via Mixed Neural Network for Time Series Analysis

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-11T23:56:02.871151Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:56:02.871151Z digest=sha256:3298e3eb0468cfb85702185b4e0b00e298237c51bd463c53dac2d6ea70b48627

Observation 22644ff3-77e7-428b-8de3-610a5d618ff8 · outbound

This paper cites Dsem-nerf: Multimodal feature fusion and global-local attention for enhanced 3d scene reconstruction.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Dsem-nerf: Multimodal feature fusion and global-local attention for enhanced 3d scene reconstruction

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.702444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.874120Z digest=sha256:66dbed2761bec782a9b2d8d792c28705ecc65628c07565d55c15188e3eae1849

Observation f44e9431-fbd2-45c4-bb06-760a029bbf87 · outbound

This paper cites Epigenetic-based age acceleration in a representative sample of older americans: Associations with aging-related morbidity and mortality.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Epigenetic-based age acceleration in a representative sample of older americans: Associations with aging-related morbidity and mortality

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.695018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.876471Z digest=sha256:44d800301565eada78b34eda8c86fafeb8e86f573b93529d418dac8657b84cec

Observation 2daf1b0f-f903-4e61-800b-e24837135b79 · outbound

This paper cites Health problems related to quality of life among aging in iraq.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Health problems related to quality of life among aging in iraq

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.687647Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.879033Z digest=sha256:0ea451961bd499eb2bb37421ec5bcffb8a69bb91a4165252e7a816a3106cd1c6

Observation 573be28f-c77f-448b-94c6-c68834226025 · outbound

This paper cites Older adults’ acceptance of the covid-19 vaccine: Application of the health belief model.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Older adults’ acceptance of the covid-19 vaccine: Application of the health belief model

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.679824Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.881565Z digest=sha256:e0236bfaf6b382a469ccedf33cd09006c4e7f9f550d02ddb457deb8d6ab8b8d4

Observation 67914b9c-621c-4952-9c86-0db0b9af3cd8 · outbound

This paper cites Learning adversarial semantic embeddings for zero-shot recognition in open worlds.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Learning adversarial semantic embeddings for zero-shot recognition in open worlds

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.672470Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.884115Z digest=sha256:004db22e15ba1451902b68801b04fc4faf75472667ff8a7145d1f02730cffe04

Observation 06ea889e-a917-407b-9616-913fb56216d2 · outbound

This paper cites Trajectory Tracking Using Frenet Coordinates with Deep Deterministic Policy Gradient.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Trajectory Tracking Using Frenet Coordinates with Deep Deterministic Policy Gradient

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-11T23:56:02.886868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:56:02.886868Z digest=sha256:7ba2081bb8bb7a1bcbdd2cde28a13cddcebeeffdc76a9b9aa888c47e7cb7ca8a

Observation 4591dee5-5b56-4b69-97ce-c847506d4c1c · outbound

This paper cites TD3 Based Collision Free Motion Planning for Robot Navigation.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care TD3 Based Collision Free Motion Planning for Robot Navigation

Reference 44

Resolution
unresolved
no resolver link, observed 2026-08-11T23:56:02.889910Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:56:02.889910Z digest=sha256:a7039ea662fc908e465bccf12455de9864eb77ed53f0f8fb108cc2f5d00c68a7

Observation 6330a7d4-426f-4f26-af02-532682e2adc3 · outbound

This paper cites Deep Learning Powered Estimate of The Extrinsic Parameters on Unmanned Surface Vehicles.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Deep Learning Powered Estimate of The Extrinsic Parameters on Unmanned Surface Vehicles

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-11T23:56:02.893156Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:56:02.893156Z digest=sha256:32c2665d179dd284957ed74899fdeaec95b6671a6bbbf0e07b23a9980ce93de0

Observation 7947ca98-8f4e-4f2d-a524-b03fc2d335d5 · outbound

This paper cites AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care AdaPI: Facilitating DNN Model Adaptivity for Efficient Private Inference in Edge Computing

Reference 46

Resolution
unresolved
no resolver link, observed 2026-08-11T23:56:02.895962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:56:02.895962Z digest=sha256:c9323ef1255e91b100a9a0c38a01629d69b057ab29f9344ed7ad114a1ad2ff04

Observation 508127a5-c44c-4769-87a1-b6a3f3a3641c · outbound

This paper cites Can smart home technologies help older adults manage their chronic condition? a systematic literature review.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Can smart home technologies help older adults manage their chronic condition? a systematic literature review

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.664086Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.898954Z digest=sha256:bbd45003ddfbfdd2bba93dc830039dd75a30b56c4d342efc9d01e71aa15e633d

Observation 0991803a-2010-4f8c-9895-89ea6dd76db3 · outbound

This paper cites Factors that predict the acceptance and adoption of smart home technology by seniors in australia: a structural equation model with longitudinal data.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Factors that predict the acceptance and adoption of smart home technology by seniors in australia: a structural equation model with longitudinal data

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.656444Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.901546Z digest=sha256:83616e180fc031a93e1c97ca8a02bd0831c70dd5c37dc78e184d5048092ee22e

Observation 076b13fe-9f18-4c45-8d07-fc85a0fff470 · outbound

This paper cites New opportunities for the early detection and treatment of cognitive decline: adherence challenges and the promise of smart and person-centered technologies.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care New opportunities for the early detection and treatment of cognitive decline: adherence challenges and the promise of smart and person-centered technologies

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.648476Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.904045Z digest=sha256:a4bf7dfb0e55c80fe0669a7082e87c9181844d54dc56f5509feadea69ca42a25

Observation 4b7510d1-6e87-4db5-b60e-3a24ef007392 · outbound

This paper cites Maxk-gnn: Extremely fast gpu kernel design for accelerating graph neural networks training.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Maxk-gnn: Extremely fast gpu kernel design for accelerating graph neural networks training

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.640737Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.906578Z digest=sha256:cce9c083c2baefe9c000d070dd345a5bccb8dec1c1d62ee4aa8509d9000819d0

Observation 8a9de326-d168-4c87-9f88-5cb9e7e8f0cc · outbound

This paper cites Accel-gcn: High-performance gpu accelerator design for graph convolution networks.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Accel-gcn: High-performance gpu accelerator design for graph convolution networks

Reference 51

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.633287Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.909188Z digest=sha256:4590e54932de991141991ad20d6c5c88f0fc9c8fc35e110a31ed8ab36946f957

Observation 2fa48cbb-f393-4c73-a2a1-0ba1c8e5de96 · outbound

This paper cites Reinforcement learning with communication latency with application to stop-and-go wave dissipation.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Reinforcement learning with communication latency with application to stop-and-go wave dissipation

Reference 52

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.625960Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.912131Z digest=sha256:f823a0555c20286a23804dfdf8800123fbd03769237341a8fac36e5159bc068d

Observation 5873e379-4cb3-44ed-9e1c-dbdfe984093f · outbound

This paper cites Complex scene understanding and object detection algorithm assisted by artificial intelligence.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Complex scene understanding and object detection algorithm assisted by artificial intelligence

Reference 53

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.618767Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.914878Z digest=sha256:ecd1d73f3c4c142eb01fcf1bd457a29ffbd2c8ad97430183bafe9004c9d26d5f

Observation db4e118a-89f9-4cff-9a7e-4258fb431011 · outbound

This paper cites Dpmpc-planner: A real-time uav trajectory planning framework for complex static environments with dynamic obstacles.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Dpmpc-planner: A real-time uav trajectory planning framework for complex static environments with dynamic obstacles

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.611424Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.917496Z digest=sha256:d5b863d9441f6fd3ff9cb6553dc8670632d0814f092f5bd39f7cbcf6333537a4

Observation e1f51c33-7103-4621-8151-ce746da5d3f7 · outbound

This paper cites Comprehensive Overview of Artificial Intelligence Applications in Modern Industries.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Comprehensive Overview of Artificial Intelligence Applications in Modern Industries

Reference 55

Resolution
unresolved
no resolver link, observed 2026-08-11T23:56:02.920022Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:56:02.920022Z digest=sha256:6d10ae244e8408be20cbdb41708d15559fbdafda908943ec0207c464bba925a9

Observation d7befe31-1f98-46bb-a1c9-3bb4b2767cd5 · outbound

This paper cites Dualvd: An adaptive dual encoding model for deep visual understanding in visual dialogue.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Dualvd: An adaptive dual encoding model for deep visual understanding in visual dialogue

Reference 56

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.604318Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.922765Z digest=sha256:cd8bc24144839b46db13ebe68431b735cd6f9d7cbed7e3701568ad7043b90cf1

Observation 741a85f4-1115-4342-9ec5-54838702405a · outbound

This paper cites Motion sensor–based fall prevention for senior care: A hidden markov model with generative adversarial network approach.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Motion sensor–based fall prevention for senior care: A hidden markov model with generative adversarial network approach

Reference 57

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.597122Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.925072Z digest=sha256:734c5f9ce8e2fe4135b071d554f8b2bbfc8d6909da7a76801b66c1749e3d44d1

Observation e47a6df6-8f64-4c18-9675-a00f00d8e6a7 · outbound

This paper cites Preventing falls: the use of machine learning for the prediction of future falls in individuals without history of fall.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Preventing falls: the use of machine learning for the prediction of future falls in individuals without history of fall

Reference 58

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.589682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.927701Z digest=sha256:af693a54918895c36d6119b984b51bd725fdef1463d3f0daf8837882360f3377

Observation 41f6bdf6-53c8-471c-867c-54e289cda36d · outbound

This paper cites Learning optimal inter-class margin adaptively for few-shot class-incremental learning via neural collapse-based meta-learning.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Learning optimal inter-class margin adaptively for few-shot class-incremental learning via neural collapse-based meta-learning

Reference 59

Resolution
unresolved
no resolver link, observed 2026-08-11T23:56:02.930197Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:56:02.930197Z digest=sha256:05591862aaaae417a88de677d480e0bea7ddba532f9d14f67fb824255020ceb1

Observation 09b65878-f1cd-4913-8e01-f2bf41c6e108 · outbound

This paper cites Coarse to fine-based image–point cloud fusion network for 3d object detection.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Coarse to fine-based image–point cloud fusion network for 3d object detection

Reference 60

Resolution
unresolved
no resolver link, observed 2026-08-11T23:56:02.932927Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-11T23:56:02.932927Z digest=sha256:1a316794ecf835fa220e5f3860750150b77d8fdf172ee2e5ad22bcfdcba13cef

Observation 1b5ac278-67de-4c1b-bb6e-a50a8201d7bc · outbound

This paper cites Machine learning techniques in adaptive and personalized systems for health and wellness.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Machine learning techniques in adaptive and personalized systems for health and wellness

Reference 61

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.581922Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.935450Z digest=sha256:944457d0121b1d100aa4ad8f00968e645d06b1c3054eb24d12a45bb65d9df2af

Observation 8e9bcc06-7ec7-4ef2-a9ba-55841f0788b9 · outbound

This paper cites Decentralized semantic provision of personal health streams.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Decentralized semantic provision of personal health streams

Reference 62

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.574152Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.937945Z digest=sha256:84f8e90460a5504fa1fc58ba4910e473617f17e8e26b5b4b814137886ec98536

Observation 56ad4f1d-6941-4f1e-a3aa-9f874be0fca9 · outbound

This paper cites The german network for personalized medicine to enhance patient care and translational research.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care The german network for personalized medicine to enhance patient care and translational research

Reference 63

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.566967Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.940444Z digest=sha256:6cb3d00964eb64cbd503f96d68b2f1bb59ffbe2d85fdbfba801494ae56226d37

Observation fe9c102b-2e3a-46a3-8c0d-9774895106a6 · outbound

This paper cites Prediction of adverse health outcomes using an electronic frailty index among nonfrail and prefrail community elders.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Prediction of adverse health outcomes using an electronic frailty index among nonfrail and prefrail community elders

Reference 64

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.559488Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.942974Z digest=sha256:683780e44202d1219ea5df4583b6b73647370ca9e32ba5295b827e89aa59b6b9

Observation d45b26db-3047-41e0-b250-38496abe99fe · outbound

This paper cites Application of machine learning in measurement of ageing and geriatric diseases: a systematic review.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Application of machine learning in measurement of ageing and geriatric diseases: a systematic review

Reference 65

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.551785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.945605Z digest=sha256:3c1a8ae188528ec05a4f4498f38fdf04d0d3daacdd41b9f77a2800abc3d1e801

Observation 80ea5d50-8b47-4f04-a3af-b28e1ff42162 · outbound

This paper cites Behavioral determinants of healthy aging.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Behavioral determinants of healthy aging

Reference 66

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.544135Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.948111Z digest=sha256:e771c76d68dfeef145c99e96c5288b435f53d68eae15f6f6d71eb9c1234e682a

Observation 6418d9ad-d5c3-4c9b-8c49-b3ad4815672a · outbound

This paper cites The theory of planned behavior.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care The theory of planned behavior

Reference 67

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.536624Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.950675Z digest=sha256:8626b483414968a42ee0351c3ca145beebc5f8b55eaad2194059e53d4a5f5851

Observation e2eb6b7f-650a-4589-a750-741fb6ac3543 · outbound

This paper cites Health behavior: Theory, research, and practice(John Wiley & Sons) (2015).

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Health behavior: Theory, research, and practice(John Wiley & Sons) (2015)

Reference 68

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.528285Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.953324Z digest=sha256:8d1851fcff0fb855f15ebf2d05d5688e1a70ecf207530b71b7f44a294a549124

Observation 49b53e3e-68b6-47c3-a423-716a938f8e19 · outbound

This paper cites The use of theory in health behavior research from 2000 to 2005: a systematic review.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care The use of theory in health behavior research from 2000 to 2005: a systematic review

Reference 69

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.519678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.956415Z digest=sha256:9794878ccba1776f65ac5dd3f18e61b3a75962df982be75b29347b244f1b3446

Observation e6bd0373-1230-4ba0-8cff-e9576abe187d · outbound

This paper cites Self-rated health compared with objectively measured health status as a tool for mortality risk screening in older adults: 10-year follow-up of the bambu´ı cohort study of aging.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Self-rated health compared with objectively measured health status as a tool for mortality risk screening in older adults: 10-year follow-up of the bambu´ı cohort study of aging

Reference 70

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.511629Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.958910Z digest=sha256:358dd3a2681a1b5f154707f40008d4b5bc9068590cecefcdf835a7c270cadc57

Observation b2c70391-b411-4dcc-8d7e-3dbc1a188cc4 · outbound

This paper cites Predicting frailty condition in elderly using multidimensional socioclinical databases.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Predicting frailty condition in elderly using multidimensional socioclinical databases

Reference 71

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.503445Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.961440Z digest=sha256:29f85c1d88110e1f7e1812891ceb7fd091b7db8b812699650a2d595405b479cd

Observation 3e704584-f16e-4232-bfd4-39ebf7757015 · outbound

This paper cites Factors predicting health services use among older people in china: An analysis of the china health and retirement longitudinal study 2013.

Construction and optimization of health behavior prediction model for the elderly in smart elderly care Factors predicting health services use among older people in china: An analysis of the china health and retirement longitudinal study 2013

Reference 72

Resolution
verified fuzzy
raw_fallback, observed 2026-08-11T23:56:03.495323Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

source=pdf_text observed=2026-08-11T23:56:02.964080Z digest=sha256:11a22c74749a675432d2ec2911a340a6cf5067ee2acf05bad2e8d5f5f09906ba

Pith citing papers

No inbound Pith citation observations are available.