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For: Wu Q, Dang B, Lu C, Xu G, Yang G, Wang J, Chuai X, Lu N, Geng D, Wang H, Li L. Spike Encoding with Optic Sensory Neurons Enable a Pulse Coupled Neural Network for Ultraviolet Image Segmentation. Nano Lett 2020;20:8015-8023. [PMID: 33063511 DOI: 10.1021/acs.nanolett.0c02892] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/11/2023]
Number Cited by Other Article(s)
1
Lin Z, Chen J, Zheng Z, Lai Q, Liu Z, Liu L, Xiao J, Wang W. Multifunctional UV photodetect-memristors based on area selective fabricated Ga2S3/graphene/GaN van der Waals heterojunctions. MATERIALS HORIZONS 2025;12:3091-3104. [PMID: 39878536 DOI: 10.1039/d4mh01711k] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/31/2025]
2
Huang YC, Chen YC, Chen KT, Chen CT, Shih LC, Chen JS. Light-to-Spike Encoding Using Indium-Gallium-Zinc Oxide Phototransistor for all-Color Image Recognition with Dynamic Range and Precision Tunability. SMALL METHODS 2025;9:e2401502. [PMID: 39648497 DOI: 10.1002/smtd.202401502] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 09/13/2024] [Revised: 11/18/2024] [Indexed: 12/10/2024]
3
Kim JE, Soh K, Hwang SI, Yang DY, Yoon JH. Memristive neuromorphic interfaces: integrating sensory modalities with artificial neural networks. MATERIALS HORIZONS 2025. [PMID: 40104909 DOI: 10.1039/d5mh00038f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/20/2025]
4
Jacob B, Silva J, Figueiredo JML, Nieder JB, Romeira B. Light-induced negative differential resistance and neural oscillations in neuromorphic photonic semiconductor micropillar sensory neurons. Sci Rep 2025;15:6805. [PMID: 40000706 PMCID: PMC11862094 DOI: 10.1038/s41598-025-90265-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/23/2024] [Accepted: 02/11/2025] [Indexed: 02/27/2025]  Open
5
Hur P, Yoon D, Yoon M, Park Y, Son J. Artificial Photothermal Nociceptor Using Mott Oscillators. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2025;12:e2409353. [PMID: 39692203 PMCID: PMC11809409 DOI: 10.1002/advs.202409353] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/08/2024] [Revised: 12/04/2024] [Indexed: 12/19/2024]
6
Kim JH, Kim HW, Chung MJ, Shin DH, Kim YR, Kim J, Jang YH, Cheong SW, Lee SH, Han J, Park HJ, Han JK, Hwang CS. A stochastic photo-responsive memristive neuron for an in-sensor visual system based on a restricted Boltzmann machine. NANOSCALE HORIZONS 2024;9:2248-2258. [PMID: 39376201 DOI: 10.1039/d4nh00421c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/09/2024]
7
Zhong S, Su L, Xu M, Loke D, Yu B, Zhang Y, Zhao R. Recent Advances in Artificial Sensory Neurons: Biological Fundamentals, Devices, Applications, and Challenges. NANO-MICRO LETTERS 2024;17:61. [PMID: 39537845 PMCID: PMC11561216 DOI: 10.1007/s40820-024-01550-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/31/2024] [Accepted: 09/28/2024] [Indexed: 11/16/2024]
8
Choi C, Lee GJ, Chang S, Song YM, Kim DH. Inspiration from Visual Ecology for Advancing Multifunctional Robotic Vision Systems: Bio-inspired Electronic Eyes and Neuromorphic Image Sensors. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024;36:e2412252. [PMID: 39402806 DOI: 10.1002/adma.202412252] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/19/2024] [Revised: 09/18/2024] [Indexed: 11/29/2024]
9
Han CY, Zhao S, Fang SL, Liu W, Tang WM, Lai PT, Li C, Ma YX, Song JQ, Li X, Wang XL, Ren WJ, Wang RL, Huang XD, Zhang GH, Geng L. A Flexible Artificial Spiking Photoreceptor Enabled by a Single VO2 Mott Memristor for the Spike-Based Electronic Retina. ACS APPLIED MATERIALS & INTERFACES 2024;16:57404-57411. [PMID: 39380467 DOI: 10.1021/acsami.4c12874] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 10/10/2024]
10
Wan C, Pei M, Shi K, Cui H, Long H, Qiao L, Xing Q, Wan Q. Toward a Brain-Neuromorphics Interface. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024;36:e2311288. [PMID: 38339866 DOI: 10.1002/adma.202311288] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 01/17/2024] [Indexed: 02/12/2024]
11
Ren H, Li F, Wang M, Liu G, Li D, Wang R, Chen Y, Tang Y, Wang Y, Jin R, Huang Q, Xing L, Chen X, Wang J, Guo C, Zhu B. An Ion-Mediated Spiking Chemical Neuron based on Mott Memristor. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024;36:e2403678. [PMID: 38887824 DOI: 10.1002/adma.202403678] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/12/2024] [Revised: 05/31/2024] [Indexed: 06/20/2024]
12
Zhang X, Zhu Y, Chen L, Duan P, Zhou M. Augmented reality navigation method based on image segmentation and sensor tracking registration technology. Sci Rep 2024;14:15281. [PMID: 38961095 PMCID: PMC11222374 DOI: 10.1038/s41598-024-65204-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/09/2023] [Accepted: 06/18/2024] [Indexed: 07/05/2024]  Open
13
Meng Y, Cheng G. Human somatosensory systems based on sensor-memory-integrated technology. NANOSCALE 2024;16:11928-11958. [PMID: 38847091 DOI: 10.1039/d3nr06521a] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/28/2024]
14
Nath SK, Das SK, Nandi SK, Xi C, Marquez CV, Rúa A, Uenuma M, Wang Z, Zhang S, Zhu RJ, Eshraghian J, Sun X, Lu T, Bian Y, Syed N, Pan W, Wang H, Lei W, Fu L, Faraone L, Liu Y, Elliman RG. Optically Tunable Electrical Oscillations in Oxide-Based Memristors for Neuromorphic Computing. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024;36:e2400904. [PMID: 38516720 DOI: 10.1002/adma.202400904] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/17/2024] [Revised: 03/18/2024] [Indexed: 03/23/2024]
15
Li K, Yao J, Zhao P, Luo Y, Ge X, Yang R, Cheng X, Miao X. Ovonic threshold switching-based artificial afferent neurons for thermal in-sensor computing. MATERIALS HORIZONS 2024;11:2106-2114. [PMID: 38545857 DOI: 10.1039/d4mh00053f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
16
Li F, Li D, Wang C, Liu G, Wang R, Ren H, Tang Y, Wang Y, Chen Y, Liang K, Huang Q, Sawan M, Qiu M, Wang H, Zhu B. An artificial visual neuron with multiplexed rate and time-to-first-spike coding. Nat Commun 2024;15:3689. [PMID: 38693165 PMCID: PMC11063071 DOI: 10.1038/s41467-024-48103-9] [Citation(s) in RCA: 12] [Impact Index Per Article: 12.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/02/2023] [Accepted: 04/17/2024] [Indexed: 05/03/2024]  Open
17
Yang K, Wang Y, Tiw PJ, Wang C, Zou X, Yuan R, Liu C, Li G, Ge C, Wu S, Zhang T, Huang R, Yang Y. High-order sensory processing nanocircuit based on coupled VO2 oscillators. Nat Commun 2024;15:1693. [PMID: 38402226 PMCID: PMC10894221 DOI: 10.1038/s41467-024-45992-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 02/08/2024] [Indexed: 02/26/2024]  Open
18
Zhu S, Xie T, Lv Z, Leng YB, Zhang YQ, Xu R, Qin J, Zhou Y, Roy VAL, Han ST. Hierarchies in Visual Pathway: Functions and Inspired Artificial Vision. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2024;36:e2301986. [PMID: 37435995 DOI: 10.1002/adma.202301986] [Citation(s) in RCA: 20] [Impact Index Per Article: 20.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/02/2023] [Revised: 06/28/2023] [Accepted: 07/10/2023] [Indexed: 07/13/2023]
19
Kwon JY, Kim JE, Kim JS, Chun SY, Soh K, Yoon JH. Artificial sensory system based on memristive devices. EXPLORATION (BEIJING, CHINA) 2024;4:20220162. [PMID: 38854486 PMCID: PMC10867403 DOI: 10.1002/exp.20220162] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 10/16/2023] [Indexed: 06/11/2024]
20
Han Y, Xiang S, Song Z, Gao S, Zhang Y, Guo X, Hao Y. Noisy image segmentation based on synchronous dynamics of coupled photonic spiking neurons. OPTICS EXPRESS 2023;31:35484-35492. [PMID: 38017717 DOI: 10.1364/oe.498191] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 09/29/2023] [Indexed: 11/30/2023]
21
Zhao J, Ran Y, Pei Y, Wei Y, Sun J, Zhang Z, Wang J, Zhou Z, Wang Z, Sun Y, Yan X. Memristors based on NdNiO3 nanocrystals film as sensory neurons for neuromorphic computing. MATERIALS HORIZONS 2023;10:4521-4531. [PMID: 37555245 DOI: 10.1039/d3mh00835e] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/10/2023]
22
Dang B, Liu K, Wu X, Yang Z, Xu L, Yang Y, Huang R. One-Phototransistor-One-Memristor Array with High-Linearity Light-Tunable Weight for Optic Neuromorphic Computing. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023;35:e2204844. [PMID: 35917248 DOI: 10.1002/adma.202204844] [Citation(s) in RCA: 21] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/29/2022] [Revised: 07/21/2022] [Indexed: 06/15/2023]
23
Liu H, Qin Y, Chen HY, Wu J, Ma J, Du Z, Wang N, Zou J, Lin S, Zhang X, Zhang Y, Wang H. Artificial Neuronal Devices Based on Emerging Materials: Neuronal Dynamics and Applications. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023;35:e2205047. [PMID: 36609920 DOI: 10.1002/adma.202205047] [Citation(s) in RCA: 23] [Impact Index Per Article: 11.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/03/2022] [Revised: 12/02/2022] [Indexed: 06/17/2023]
24
Chun SY, Song YG, Kim JE, Kwon JU, Soh K, Kwon JY, Kang CY, Yoon JH. An Artificial Olfactory System Based on a Chemi-Memristive Device. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2023;35:e2302219. [PMID: 37116944 DOI: 10.1002/adma.202302219] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/09/2023] [Revised: 04/18/2023] [Indexed: 06/19/2023]
25
Li M. Simulation analysis of visual perception model based on pulse coupled neural network. Sci Rep 2023;13:12281. [PMID: 37507535 PMCID: PMC10382568 DOI: 10.1038/s41598-023-39376-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/13/2023] [Accepted: 07/25/2023] [Indexed: 07/30/2023]  Open
26
Wang X, Chen C, Zhu L, Shi K, Peng B, Zhu Y, Mao H, Long H, Ke S, Fu C, Zhu Y, Wan C, Wan Q. Vertically integrated spiking cone photoreceptor arrays for color perception. Nat Commun 2023;14:3444. [PMID: 37301894 PMCID: PMC10257685 DOI: 10.1038/s41467-023-39143-8] [Citation(s) in RCA: 37] [Impact Index Per Article: 18.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2022] [Accepted: 05/31/2023] [Indexed: 06/12/2023]  Open
27
Nath SK, Nandi SK, Das SK, Liang Y, Elliman RG. Thermal transport in metal-NbOx-metal cross-point devices and its effect on threshold switching characteristics. NANOSCALE 2023;15:7559-7565. [PMID: 37038892 DOI: 10.1039/d3nr00173c] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/19/2023]
28
Wang F, Hu F, Dai M, Zhu S, Sun F, Duan R, Wang C, Han J, Deng W, Chen W, Ye M, Han S, Qiang B, Jin Y, Chua Y, Chi N, Yu S, Nam D, Chae SH, Liu Z, Wang QJ. A two-dimensional mid-infrared optoelectronic retina enabling simultaneous perception and encoding. Nat Commun 2023;14:1938. [PMID: 37024508 PMCID: PMC10079931 DOI: 10.1038/s41467-023-37623-5] [Citation(s) in RCA: 31] [Impact Index Per Article: 15.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 03/22/2023] [Indexed: 04/08/2023]  Open
29
Han JK, Yun SY, Yu JM, Jeon SB, Choi YK. Artificial Multisensory Neuron with a Single Transistor for Multimodal Perception through Hybrid Visual and Thermal Sensing. ACS APPLIED MATERIALS & INTERFACES 2023;15:5449-5455. [PMID: 36669163 DOI: 10.1021/acsami.2c19208] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/17/2023]
30
Wang W, Gao S, Wang Y, Li Y, Yue W, Niu H, Yin F, Guo Y, Shen G. Advances in Emerging Photonic Memristive and Memristive-Like Devices. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022;9:e2105577. [PMID: 35945187 PMCID: PMC9534950 DOI: 10.1002/advs.202105577] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2021] [Revised: 06/06/2022] [Indexed: 05/19/2023]
31
Han JK, Park SC, Yu JM, Ahn JH, Choi YK. A Bioinspired Artificial Gustatory Neuron for a Neuromorphic Based Electronic Tongue. NANO LETTERS 2022;22:5244-5251. [PMID: 35737524 DOI: 10.1021/acs.nanolett.2c01107] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/15/2023]
32
A calibratable sensory neuron based on epitaxial VO2 for spike-based neuromorphic multisensory system. Nat Commun 2022;13:3973. [PMID: 35803938 PMCID: PMC9270461 DOI: 10.1038/s41467-022-31747-w] [Citation(s) in RCA: 67] [Impact Index Per Article: 22.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2022] [Accepted: 06/29/2022] [Indexed: 11/08/2022]  Open
33
Wang J, Zhu Y, Zhu L, Chen C, Wan Q. Emerging Memristive Devices for Brain-Inspired Computing and Artificial Perception. FRONTIERS IN NANOTECHNOLOGY 2022. [DOI: 10.3389/fnano.2022.940825] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]  Open
34
Han J, Kang M, Jeong J, Cho I, Yu J, Yoon K, Park I, Choi Y. Artificial Olfactory Neuron for an In-Sensor Neuromorphic Nose. ADVANCED SCIENCE (WEINHEIM, BADEN-WURTTEMBERG, GERMANY) 2022;9:e2106017. [PMID: 35426489 PMCID: PMC9218653 DOI: 10.1002/advs.202106017] [Citation(s) in RCA: 42] [Impact Index Per Article: 14.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/27/2021] [Revised: 03/10/2022] [Indexed: 06/02/2023]
35
Chen C, He Y, Mao H, Zhu L, Wang X, Zhu Y, Zhu Y, Shi Y, Wan C, Wan Q. A Photoelectric Spiking Neuron for Visual Depth Perception. ADVANCED MATERIALS (DEERFIELD BEACH, FLA.) 2022;34:e2201895. [PMID: 35305270 DOI: 10.1002/adma.202201895] [Citation(s) in RCA: 43] [Impact Index Per Article: 14.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2022] [Revised: 03/15/2022] [Indexed: 06/14/2023]
36
Li F, Wang R, Song C, Zhao M, Ren H, Wang S, Liang K, Li D, Ma X, Zhu B, Wang H, Hao Y. A Skin-Inspired Artificial Mechanoreceptor for Tactile Enhancement and Integration. ACS NANO 2021;15:16422-16431. [PMID: 34597014 DOI: 10.1021/acsnano.1c05836] [Citation(s) in RCA: 43] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/27/2023]
37
Zrinski I, Minenkov A, Mardare CC, Hassel AW, Mardare AI. Composite Memristors by Nanoscale Modification of Hf/Ta Anodic Oxides. J Phys Chem Lett 2021;12:8917-8923. [PMID: 34499511 PMCID: PMC8474145 DOI: 10.1021/acs.jpclett.1c02346] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2021] [Accepted: 09/01/2021] [Indexed: 06/13/2023]
38
Ying F, Chen S, Pan G, He Z. Artificial Intelligence Pulse Coupled Neural Network Algorithm in the Diagnosis and Treatment of Severe Sepsis Complicated with Acute Kidney Injury under Ultrasound Image. JOURNAL OF HEALTHCARE ENGINEERING 2021;2021:6761364. [PMID: 34336164 PMCID: PMC8315850 DOI: 10.1155/2021/6761364] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2021] [Revised: 06/24/2021] [Accepted: 07/12/2021] [Indexed: 11/17/2022]
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