Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-06T23:48:22.342382Z
Paper Citation Record · LEDGER
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments
As of 11 August 2026, this Paper Citation Record lists 44 of 44 outbound references and 0 inbound Pith citation observations for arXiv:2506.17332.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
44 of 44 outbound references displayed
- verified exact0
- verified fuzzy42
- unresolved2
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 3d4e5e1d-b623-4021-a894-2d5ecf707a10 · outbound
This paper cites World population prospects 2019. department of economic and social affairs population dynamics,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments World population prospects 2019. department of economic and social affairs population dynamics,
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:29.411635Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b3145aed-43d3-49dc-b6a5-19ad7e08221a · outbound
This paper cites Fall risk assessment scales: A systematic literature review,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Fall risk assessment scales: A systematic literature review,
Reference 2
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:29.170690Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 21ca4d91-b1f8-4572-b5df-2fa6b4789df3 · outbound
This paper cites Elderly fall detection systems: A literature survey,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Elderly fall detection systems: A literature survey,
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:29.021273Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d307b49d-4380-44c2-ac55-6d98afb454ca · outbound
This paper cites Sensor technologies for fall detection systems: A review,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Sensor technologies for fall detection systems: A review,
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:48:19.229112Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1271e2e9-4899-4bc1-b3f2-3ff49395a330 · outbound
This paper cites Multi-sensor ambient assisted liv- ing system for fall detection,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Multi-sensor ambient assisted liv- ing system for fall detection,
Reference 5
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:28.866917Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 10395bd8-cace-4f4c-b588-bfd201259956 · outbound
This paper cites Elderly patient monitoring and fall detection using mmwave fmcw radar system,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Elderly patient monitoring and fall detection using mmwave fmcw radar system,
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:28.677809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 29b9b938-f10d-4889-9d67-5e79fc226e9f · outbound
This paper cites Fall detection based on key points of human-skeleton using openpose,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Fall detection based on key points of human-skeleton using openpose,
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:28.535245Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 420b2f6c-3476-4bb9-958e-69f8574a24a2 · outbound
This paper cites Internet of things (iot) applications for elderly care: a reflective review,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Internet of things (iot) applications for elderly care: a reflective review,
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:28.356591Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e91bbae6-bf6d-4cbb-b7fd-3df70b535c55 · outbound
This paper cites Care needs of the elderly who live alone: an intersectoral perception,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Care needs of the elderly who live alone: an intersectoral perception,
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:28.200256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 4b32bc10-28dd-4ab6-aeae-5d78ec35c2dd · outbound
This paper cites Moving average and savitzki-golay smoothing filters using mathcad,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Moving average and savitzki-golay smoothing filters using mathcad,
Reference 10
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:28.004639Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation dbdbeab3-0c37-4480-90b5-ffc88dec0091 · outbound
This paper cites A review on fall detection systems in bathrooms: challenges and opportunities,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments A review on fall detection systems in bathrooms: challenges and opportunities,
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:27.860830Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8790ff70-b2ba-47d7-9534-52114c4d443b · outbound
This paper cites Falldefi: Ubiquitous fall detection using commodity wi-fi devices,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Falldefi: Ubiquitous fall detection using commodity wi-fi devices,
Reference 12
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:27.653826Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation c7f34bfe-0170-48a6-b4ff-893391870284 · outbound
This paper cites ehomeseniors dataset: An infrared thermal sensor dataset for automatic fall detection research,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments ehomeseniors dataset: An infrared thermal sensor dataset for automatic fall detection research,
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:27.518746Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b9733133-73ee-4d43-8f13-b1c668cd80bd · outbound
This paper cites Wagner, P.
Reference 14
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:27.341436Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 244531b3-6852-487d-b3bb-97ea34348500 · outbound
This paper cites Millimeter-wave energy harvesting using 4 x 4 microstrip patch antenna array,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Millimeter-wave energy harvesting using 4 x 4 microstrip patch antenna array,
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:27.173054Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 826c2fe5-4063-4d5f-a583-2fec9a31b0b5 · outbound
This paper cites Highly efficient environment for fmcw radar phase noise simulations in if domain,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Highly efficient environment for fmcw radar phase noise simulations in if domain,
Reference 16
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:27.012982Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 01244660-c475-4a87-acd7-3789bf4d60dc · outbound
This paper cites A method for automatic fall detection of elderly people using floor vibrations and sound—proof of concept on human mimicking doll falls,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments A method for automatic fall detection of elderly people using floor vibrations and sound—proof of concept on human mimicking doll falls,
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:26.848285Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8cf6c7a3-3656-4723-8f57-78e3e979bee2 · outbound
This paper cites An analysis of the classical doppler effect,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments An analysis of the classical doppler effect,
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:26.706213Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 8baa38ea-c04f-42a1-91ab-6201d01ca7ca · outbound
This paper cites Intelligent ensemble learning approach for phishing website detection based on weighted soft voting,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Intelligent ensemble learning approach for phishing website detection based on weighted soft voting,
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:26.501651Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e7d33aa3-f425-4708-bf03-4c7eee398f2e · outbound
This paper cites Fall detection system based on real-time pose estimation and svm,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Fall detection system based on real-time pose estimation and svm,
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:26.354657Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b4b6a5f6-edf3-4d36-a9e6-d2c384d904c9 · outbound
This paper cites Accurate fall detection for patients with parkinson’s disease based on a data event algorithm and wireless sensor nodes,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Accurate fall detection for patients with parkinson’s disease based on a data event algorithm and wireless sensor nodes,
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:26.156922Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation b3230963-3365-40c9-bf08-a1d16daf09d0 · outbound
This paper cites Falls and fall prevention in the elderly,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Falls and fall prevention in the elderly,
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:26.025884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1234d9c5-0426-4c54-ab15-022c6806e03d · outbound
This paper cites Classification of emg signal based on time domain and frequency domain features,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Classification of emg signal based on time domain and frequency domain features,
Reference 23
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:25.861097Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2d6ec8e8-ef43-416a-8495-e25c08c4b3e6 · outbound
This paper cites Wireless power transfer techniques for implantable medical devices: A review,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Wireless power transfer techniques for implantable medical devices: A review,
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:25.708661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ee08ea51-756b-4d7c-8d27-17771023fee4 · outbound
This paper cites A systematic review of the guide- lines and delphi study for the multifactorial fall risk assessment of community-dwelling elderly,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments A systematic review of the guide- lines and delphi study for the multifactorial fall risk assessment of community-dwelling elderly,
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:25.552595Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation beeaa35a-c4b0-4b5d-a8af-4647ca677855 · outbound
This paper cites Squeeze-and-excitation networks,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Squeeze-and-excitation networks,
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T23:48:21.022401Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1378c4a-bdb1-4c1c-98df-aef9e68f7f82 · outbound
This paper cites 1d convolutional neural networks and applications: A survey,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments 1d convolutional neural networks and applications: A survey,
Reference 27
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:25.372095Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 0c4b6a81-3768-468b-9d31-839cc1d93cc5 · outbound
This paper cites Review of deep learning: concepts, cnn architectures, challenges, applications, future directions,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Review of deep learning: concepts, cnn architectures, challenges, applications, future directions,
Reference 28
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:25.234360Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 2e79a4a3-54bd-4a28-892c-d542f58e0c21 · outbound
This paper cites Unobtrusive human fall detection system using mmwave radar and data driven methods,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Unobtrusive human fall detection system using mmwave radar and data driven methods,
Reference 29
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:25.076005Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 58817ad1-4296-4d09-ba36-f11d357c1148 · outbound
This paper cites Fall detection with uwb radars and cnn-lstm architecture,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Fall detection with uwb radars and cnn-lstm architecture,
Reference 30
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:24.936067Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 13be3b37-edac-42a1-b2f3-33c53a215205 · outbound
This paper cites Fall detection system using millimeter-wave radar based on neural network and information fusion,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Fall detection system using millimeter-wave radar based on neural network and information fusion,
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:24.780748Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 420e5e23-b2cf-443b-9839-ade36af9e4b5 · outbound
This paper cites Real-time fall detection using mmwave radar,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Real-time fall detection using mmwave radar,
Reference 32
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:24.630462Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 9104a048-b59a-45d1-abc3-934a8c00d8e5 · outbound
This paper cites A noncontact fall detection method for bedside application with a mems infrared sensor and a radar sensor,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments A noncontact fall detection method for bedside application with a mems infrared sensor and a radar sensor,
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:24.519766Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 77371260-4bde-4b2b-a64a-9a37ad4cd23a · outbound
This paper cites Smart seismic sensing for indoor fall detection, location, and notification,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Smart seismic sensing for indoor fall detection, location, and notification,
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:24.401149Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 071cc575-3a0a-47df-880d-8272f63f6562 · outbound
This paper cites Elderly fall detection with vital signs monitoring using cw doppler radar,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Elderly fall detection with vital signs monitoring using cw doppler radar,
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:24.229156Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 5e015b9a-828d-46a3-a45b-7e747cc1d082 · outbound
This paper cites Non-contact fall detection system based on mmwave radar and transformer,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Non-contact fall detection system based on mmwave radar and transformer,
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:24.105401Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d5eea639-7874-429e-b8ad-5928e32e9c3b · outbound
This paper cites Compressed domain contact- less fall incident detection using uwb radar signals,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Compressed domain contact- less fall incident detection using uwb radar signals,
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:23.974907Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 569dad53-ad08-47dd-856b-c0827b06635f · outbound
This paper cites Radar-based elderly fall detection using spwvd and resnet network,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Radar-based elderly fall detection using spwvd and resnet network,
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:23.872471Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation d32ff306-d1c8-4156-8f87-360bee90f25e · outbound
This paper cites An intelligent fall detection method based on millimeter-wave radar and hybrid deep learning model,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments An intelligent fall detection method based on millimeter-wave radar and hybrid deep learning model,
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:23.714021Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 1cc73ddf-f5b2-4388-8891-2a3941b1ac32 · outbound
This paper cites Multimodal fusion for indoor fall detection using millimeter-wave radar and vision sensor,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Multimodal fusion for indoor fall detection using millimeter-wave radar and vision sensor,
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:23.531884Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation ca47b9b3-c850-4623-9ecc-f84b04290320 · outbound
This paper cites Attention-gru based multimodal fusion for elderly fall detection,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Attention-gru based multimodal fusion for elderly fall detection,
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:23.360677Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation e632829a-a76b-410a-bcf3-fbfc15916de2 · outbound
This paper cites Multimodal sensor fusion for elderly fall detection using wi-fi csi and accelerometer data,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Multimodal sensor fusion for elderly fall detection using wi-fi csi and accelerometer data,
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:23.168183Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 38eaf10e-7923-4278-abc1-c5bc9bf6e04e · outbound
This paper cites Fall detection using radar and deep learning for elderly safety,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments Fall detection using radar and deep learning for elderly safety,
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:22.933879Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Observation 62c91f08-11f6-459b-b7e2-19c7e3ad7fac · outbound
This paper cites A privacy-preserving radar- based system for elderly fall detection using attention-enhanced cnn- lstm architecture,.
P2MFDS: A Privacy-Preserving Multimodal Fall Detection System for Elderly People in Bathroom Environments A privacy-preserving radar- based system for elderly fall detection using attention-enhanced cnn- lstm architecture,
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-06T23:48:22.685804Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.
Pith citing papers
No inbound Pith citation observations are available.