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For: Poostchi M, Silamut K, Maude RJ, Jaeger S, Thoma G. Image analysis and machine learning for detecting malaria. Transl Res 2018;194:36-55. [PMID: 29360430 PMCID: PMC5840030 DOI: 10.1016/j.trsl.2017.12.004] [Citation(s) in RCA: 122] [Impact Index Per Article: 20.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/30/2017] [Revised: 12/07/2017] [Accepted: 12/19/2017] [Indexed: 12/11/2022]
Number Cited by Other Article(s)
1
Hamid MMA, Mohamed AO, Mohammed FO, Elaagip A, Mustafa SA, Elfaki T, Jebreel WMA, Albsheer MM, Dittrich S, Owusu EDA, Yerlikaya S. Diagnostic accuracy of an automated microscope solution (miLab™) in detecting malaria parasites in symptomatic patients at point-of-care in Sudan: a case-control study. Malar J 2024;23:200. [PMID: 38943203 PMCID: PMC11212432 DOI: 10.1186/s12936-024-05029-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/25/2024] [Accepted: 06/26/2024] [Indexed: 07/01/2024]  Open
2
Dantas de Oliveira A, Rubio Maturana C, Zarzuela Serrat F, Carvalho BM, Sulleiro E, Prats C, Veiga A, Bosch M, Zulueta J, Abelló A, Sayrol E, Joseph-Munné J, López-Codina D. Development of a low-cost robotized 3D-prototype for automated optical microscopy diagnosis: An open-source system. PLoS One 2024;19:e0304085. [PMID: 38905190 PMCID: PMC11192333 DOI: 10.1371/journal.pone.0304085] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2024] [Accepted: 05/07/2024] [Indexed: 06/23/2024]  Open
3
Yanik S, Yu H, Chaiyawong N, Adewale-Fasoro O, Dinis LR, Narayanasamy RK, Lee EC, Lubonja A, Li B, Jaeger S, Srinivasan P. Application of machine learning in a rodent malaria model for rapid, accurate, and consistent parasite counts. BIORXIV : THE PREPRINT SERVER FOR BIOLOGY 2024:2024.06.05.597554. [PMID: 38895284 PMCID: PMC11185661 DOI: 10.1101/2024.06.05.597554] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/21/2024]
4
Balerdi-Sarasola L, Pedro F, Bottieau E, Genton B, Petrone P, Muñoz J, Camprubí-Ferrer D. MALrisk: a machine-learning–based tool to predict imported malaria in returned travellers with fever. J Travel Med 2024:taae054. [PMID: 38578987 DOI: 10.1093/jtm/taae054] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/19/2023] [Revised: 03/13/2024] [Accepted: 04/03/2024] [Indexed: 04/07/2024]
5
Guemas E, Routier B, Ghelfenstein-Ferreira T, Cordier C, Hartuis S, Marion B, Bertout S, Varlet-Marie E, Costa D, Pasquier G. Automatic patient-level recognition of four Plasmodium species on thin blood smear by a real-time detection transformer (RT-DETR) object detection algorithm: a proof-of-concept and evaluation. Microbiol Spectr 2024;12:e0144023. [PMID: 38171008 PMCID: PMC10846087 DOI: 10.1128/spectrum.01440-23] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Accepted: 11/15/2023] [Indexed: 01/05/2024]  Open
6
Amin J, Almas Anjum M, Ahmad A, Sharif MI, Kadry S, Kim J. Microscopic parasite malaria classification using best feature selection based on generalized normal distribution optimization. PeerJ Comput Sci 2024;10:e1744. [PMID: 38196949 PMCID: PMC10773915 DOI: 10.7717/peerj-cs.1744] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/01/2023] [Accepted: 11/16/2023] [Indexed: 01/11/2024]
7
Ojurongbe TA, Afolabi HA, Bashiru KA, Sule WF, Akinde SB, Ojurongbe O, Adegoke NA. Prediction of malaria positivity using patients' demographic and environmental features and clinical symptoms to complement parasitological confirmation before treatment. Trop Dis Travel Med Vaccines 2023;9:24. [PMID: 38098124 PMCID: PMC10722830 DOI: 10.1186/s40794-023-00208-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/25/2023] [Accepted: 09/28/2023] [Indexed: 12/17/2023]  Open
8
Wang G, Luo G, Lian H, Chen L, Wu W, Liu H. Application of Deep Learning in Clinical Settings for Detecting and Classifying Malaria Parasites in Thin Blood Smears. Open Forum Infect Dis 2023;10:ofad469. [PMID: 37937045 PMCID: PMC10627339 DOI: 10.1093/ofid/ofad469] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2023] [Accepted: 09/13/2023] [Indexed: 11/09/2023]  Open
9
Zhong Y, Dan Y, Cai Y, Lin J, Huang X, Mahmoud O, Hald ES, Kumar A, Fang Q, Mahmoud SS. Efficient Malaria Parasite Detection From Diverse Images of Thick Blood Smears for Cross-Regional Model Accuracy. IEEE OPEN JOURNAL OF ENGINEERING IN MEDICINE AND BIOLOGY 2023;4:226-233. [PMID: 38059069 PMCID: PMC10697288 DOI: 10.1109/ojemb.2023.3328435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/05/2023] [Revised: 10/22/2023] [Accepted: 10/24/2023] [Indexed: 12/08/2023]  Open
10
Liu R, Liu T, Dan T, Yang S, Li Y, Luo B, Zhuang Y, Fan X, Zhang X, Cai H, Teng Y. AIDMAN: An AI-based object detection system for malaria diagnosis from smartphone thin-blood-smear images. PATTERNS (NEW YORK, N.Y.) 2023;4:100806. [PMID: 37720337 PMCID: PMC10499858 DOI: 10.1016/j.patter.2023.100806] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/30/2022] [Revised: 03/02/2023] [Accepted: 07/07/2023] [Indexed: 09/19/2023]
11
Madhu G, Mohamed AW, Kautish S, Shah MA, Ali I. Intelligent diagnostic model for malaria parasite detection and classification using imperative inception-based capsule neural networks. Sci Rep 2023;13:13377. [PMID: 37591916 PMCID: PMC10435521 DOI: 10.1038/s41598-023-40317-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 08/08/2023] [Indexed: 08/19/2023]  Open
12
Danardono GB, Handayani N, Louis CM, Polim AA, Sirait B, Periastiningrum G, Afadlal S, Boediono A, Sini I. Embryo ploidy status classification through computer-assisted morphology assessment. AJOG GLOBAL REPORTS 2023;3:100209. [PMID: 37645653 PMCID: PMC10461251 DOI: 10.1016/j.xagr.2023.100209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 08/31/2023]  Open
13
Alonso A, Kirkegaard JB. Fast detection of slender bodies in high density microscopy data. Commun Biol 2023;6:754. [PMID: 37468539 PMCID: PMC10356847 DOI: 10.1038/s42003-023-05098-1] [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: 07/05/2023] [Indexed: 07/21/2023]  Open
14
Shewajo FA, Fante KA. Tile-based microscopic image processing for malaria screening using a deep learning approach. BMC Med Imaging 2023;23:39. [PMID: 36949382 PMCID: PMC10035268 DOI: 10.1186/s12880-023-00993-9] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 03/08/2023] [Indexed: 03/24/2023]  Open
15
de Korne CM, van Lieshout L, van Leeuwen FWB, Roestenberg M. Imaging as a (pre)clinical tool in parasitology. Trends Parasitol 2023;39:212-226. [PMID: 36641293 DOI: 10.1016/j.pt.2022.12.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2022] [Revised: 12/23/2022] [Accepted: 12/23/2022] [Indexed: 01/13/2023]
16
Ohta Y, Tateishi E, Morita Y, Nishii T, Kotoku A, Horinouchi H, Fukuyama M, Fukuda T. Optimization of null point in Look-Locker images for myocardial late gadolinium enhancement imaging using deep learning and a smartphone. Eur Radiol 2023:10.1007/s00330-023-09465-8. [PMID: 36809433 DOI: 10.1007/s00330-023-09465-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 09/27/2022] [Accepted: 01/22/2023] [Indexed: 02/23/2023]
17
Palekar S, Kalambe J, Patrikar RM. IoT enabled microfluidics-based biochemistry analyzer based on colorimetric detection techniques. CHEMICAL PAPERS 2023. [DOI: 10.1007/s11696-023-02678-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/05/2023]
18
Aris TA, Nasir ASA, Mustafa WA, Mashor MY, Haryanto EV, Mohamed Z. Robust Image Processing Framework for Intelligent Multi-Stage Malaria Parasite Recognition of Thick and Thin Smear Images. Diagnostics (Basel) 2023;13:diagnostics13030511. [PMID: 36766620 PMCID: PMC9913904 DOI: 10.3390/diagnostics13030511] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2022] [Revised: 01/16/2023] [Accepted: 01/26/2023] [Indexed: 02/02/2023]  Open
19
Yu H, Mohammed FO, Abdel Hamid M, Yang F, Kassim YM, Mohamed AO, Maude RJ, Ding XC, Owusu ED, Yerlikaya S, Dittrich S, Jaeger S. Patient-level performance evaluation of a smartphone-based malaria diagnostic application. Malar J 2023;22:33. [PMID: 36707822 PMCID: PMC9883923 DOI: 10.1186/s12936-023-04446-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/08/2022] [Accepted: 01/06/2023] [Indexed: 01/28/2023]  Open
20
Aqeel S, Haider Z, Khan W. Towards digital diagnosis of malaria: How far have we reached? J Microbiol Methods 2023;204:106630. [PMID: 36503827 DOI: 10.1016/j.mimet.2022.106630] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2022] [Revised: 11/24/2022] [Accepted: 11/24/2022] [Indexed: 11/29/2022]
21
Deelder W, Manko E, Phelan JE, Campino S, Palla L, Clark TG. Geographical classification of malaria parasites through applying machine learning to whole genome sequence data. Sci Rep 2022;12:21150. [PMID: 36476815 PMCID: PMC9729610 DOI: 10.1038/s41598-022-25568-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2021] [Accepted: 12/01/2022] [Indexed: 12/12/2022]  Open
22
Ikerionwu C, Ugwuishiwu C, Okpala I, James I, Okoronkwo M, Nnadi C, Orji U, Ebem D, Ike A. Application of machine and deep learning algorithms in optical microscopic detection of Plasmodium: A malaria diagnostic tool for the future. Photodiagnosis Photodyn Ther 2022;40:103198. [PMID: 36379305 DOI: 10.1016/j.pdpdt.2022.103198] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Revised: 11/07/2022] [Accepted: 11/08/2022] [Indexed: 11/14/2022]
23
A Systematic Review of Applications of Machine Learning and Other Soft Computing Techniques for the Diagnosis of Tropical Diseases. Trop Med Infect Dis 2022;7:tropicalmed7120398. [PMID: 36548653 PMCID: PMC9787706 DOI: 10.3390/tropicalmed7120398] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2022] [Revised: 11/17/2022] [Accepted: 11/21/2022] [Indexed: 11/29/2022]  Open
24
Maturana CR, de Oliveira AD, Nadal S, Bilalli B, Serrat FZ, Soley ME, Igual ES, Bosch M, Lluch AV, Abelló A, López-Codina D, Suñé TP, Clols ES, Joseph-Munné J. Advances and challenges in automated malaria diagnosis using digital microscopy imaging with artificial intelligence tools: A review. Front Microbiol 2022;13:1006659. [PMID: 36458185 PMCID: PMC9705958 DOI: 10.3389/fmicb.2022.1006659] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/29/2022] [Accepted: 09/26/2022] [Indexed: 09/03/2023]  Open
25
Evaluating the Performance of Deep Learning Frameworks for Malaria Parasite Detection Using Microscopic Images of Peripheral Blood Smears. Diagnostics (Basel) 2022;12:diagnostics12112702. [DOI: 10.3390/diagnostics12112702] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/15/2022] [Revised: 11/01/2022] [Accepted: 11/02/2022] [Indexed: 11/09/2022]  Open
26
Bhuiyan M, Islam MS. A new ensemble learning approach to detect malaria from microscopic red blood cell images. SENSORS INTERNATIONAL 2022. [DOI: 10.1016/j.sintl.2022.100209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]  Open
27
Ashraf S, Khalid A, de Vos AL, Feng Y, Rohrbach P, Hasan T. Malaria Detection Accelerated: Combing a High-Throughput NanoZoomer Platform with a ParasiteMacro Algorithm. Pathogens 2022;11:pathogens11101182. [PMID: 36297240 PMCID: PMC9606851 DOI: 10.3390/pathogens11101182] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/16/2022] [Revised: 10/05/2022] [Accepted: 10/12/2022] [Indexed: 11/06/2022]  Open
28
Preißinger K, Kellermayer M, Vértessy BG, Kézsmárki I, Török J. Reducing data dimension boosts neural network-based stage-specific malaria detection. Sci Rep 2022;12:16389. [PMID: 36180456 PMCID: PMC9523653 DOI: 10.1038/s41598-022-19601-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2022] [Accepted: 08/31/2022] [Indexed: 11/09/2022]  Open
29
Zio S, Lamien B, Tiemounou S, Adaman Y, Tougri I, Beidari M, Boris OWYS. Multi-outputs Gaussian process for predicting Burkina Faso COVID-19 spread using correlations from the weather parameters. Infect Dis Model 2022;7:448-462. [PMID: 35845472 PMCID: PMC9270784 DOI: 10.1016/j.idm.2022.06.006] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/18/2022] [Revised: 06/14/2022] [Accepted: 06/24/2022] [Indexed: 12/23/2022]  Open
30
Risk score prediction model based on single nucleotide polymorphism for predicting malaria: a machine learning approach. BMC Bioinformatics 2022;23:325. [PMID: 35934714 PMCID: PMC9358850 DOI: 10.1186/s12859-022-04870-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/10/2022] [Accepted: 08/01/2022] [Indexed: 11/25/2022]  Open
31
van Wyk CL, Mtshali K, Taioe MO, Terera S, Bakkes D, Ramatla T, Xuan X, Thekisoe O. Detection of Ticks and Tick-Borne Pathogens of Urban Stray Dogs in South Africa. Pathogens 2022;11:pathogens11080862. [PMID: 36014983 PMCID: PMC9416273 DOI: 10.3390/pathogens11080862] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2022] [Revised: 07/14/2022] [Accepted: 07/28/2022] [Indexed: 11/16/2022]  Open
32
Lubell-Doughtie P, Bhatt S, Wong R, Shankar AH. Transforming Rapid Diagnostic Tests for Precision Public Health: Open Guidelines for Manufacturers and Users. JMIR BIOMEDICAL ENGINEERING 2022;7:e26800. [PMID: 38875688 PMCID: PMC11041428 DOI: 10.2196/26800] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/31/2020] [Revised: 07/24/2021] [Accepted: 04/14/2022] [Indexed: 11/13/2022]  Open
33
Computational Models-Based Detection of Peripheral Malarial Parasites in Blood Smears. CONTRAST MEDIA & MOLECULAR IMAGING 2022;2022:9171343. [PMID: 35800239 PMCID: PMC9200540 DOI: 10.1155/2022/9171343] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/02/2022] [Revised: 05/12/2022] [Accepted: 05/19/2022] [Indexed: 11/26/2022]
34
Islam MR, Nahiduzzaman M, Goni MOF, Sayeed A, Anower MS, Ahsan M, Haider J. Explainable Transformer-Based Deep Learning Model for the Detection of Malaria Parasites from Blood Cell Images. SENSORS 2022;22:s22124358. [PMID: 35746136 PMCID: PMC9230392 DOI: 10.3390/s22124358] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/15/2022] [Revised: 06/03/2022] [Accepted: 06/05/2022] [Indexed: 02/06/2023]
35
An efficient model of residual based convolutional neural network with Bayesian optimization for the classification of malarial cell images. Comput Biol Med 2022;148:105635. [DOI: 10.1016/j.compbiomed.2022.105635] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/24/2021] [Revised: 04/15/2022] [Accepted: 04/28/2022] [Indexed: 11/18/2022]
36
Dutta AK, Mageswari RU, Gayathri A, Dallfin Bruxella JM, Ishak MK, Mostafa SM, Hamam H. Barnacles Mating Optimizer with Deep Transfer Learning Enabled Biomedical Malaria Parasite Detection and Classification. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:7776319. [PMID: 35694571 PMCID: PMC9177294 DOI: 10.1155/2022/7776319] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/24/2022] [Revised: 04/29/2022] [Accepted: 05/07/2022] [Indexed: 01/06/2023]
37
IMNets: Deep Learning Using an Incremental Modular Network Synthesis Approach for Medical Imaging Applications. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12115500] [Citation(s) in RCA: 7] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
38
Alharbi AH, V AC, Lin M, Ashwini B, Jabarulla MY, Shah MA. Detection of Peripheral Malarial Parasites in Blood Smears Using Deep Learning Models. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:3922763. [PMID: 35655511 PMCID: PMC9155968 DOI: 10.1155/2022/3922763] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/01/2022] [Revised: 04/17/2022] [Accepted: 04/25/2022] [Indexed: 11/28/2022]
39
Hu RS, Hesham AEL, Zou Q. Machine Learning and Its Applications for Protozoal Pathogens and Protozoal Infectious Diseases. Front Cell Infect Microbiol 2022;12:882995. [PMID: 35573796 PMCID: PMC9097758 DOI: 10.3389/fcimb.2022.882995] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2022] [Accepted: 03/28/2022] [Indexed: 12/24/2022]  Open
40
Computational Methods for Automated Analysis of Malaria Parasite Using Blood Smear Images: Recent Advances. COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE 2022;2022:3626726. [PMID: 35449742 PMCID: PMC9017520 DOI: 10.1155/2022/3626726] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/14/2022] [Accepted: 03/26/2022] [Indexed: 11/18/2022]
41
Das D, Vongpromek R, Assawariyathipat T, Srinamon K, Kennon K, Stepniewska K, Ghose A, Sayeed AA, Faiz MA, Netto RLA, Siqueira A, Yerbanga SR, Ouédraogo JB, Callery JJ, Peto TJ, Tripura R, Koukouikila-Koussounda F, Ntoumi F, Ong’echa JM, Ogutu B, Ghimire P, Marfurt J, Ley B, Seck A, Ndiaye M, Moodley B, Sun LM, Archasuksan L, Proux S, Nsobya SL, Rosenthal PJ, Horning MP, McGuire SK, Mehanian C, Burkot S, Delahunt CB, Bachman C, Price RN, Dondorp AM, Chappuis F, Guérin PJ, Dhorda M. Field evaluation of the diagnostic performance of EasyScan GO: a digital malaria microscopy device based on machine-learning. Malar J 2022;21:122. [PMID: 35413904 PMCID: PMC9004086 DOI: 10.1186/s12936-022-04146-1] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/02/2021] [Accepted: 03/30/2022] [Indexed: 01/13/2023]  Open
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Karah N, Antypas K, Al-toutanji A, Suveyd U, Rafei R, Haraoui LP, Elamin W, Hamze M, Abbara A, Rhoads DD, Pantanowitz L, Uhlin BE. Teleclinical Microbiology: An Innovative Approach to Providing Web-Enabled Diagnostic Laboratory Services in Syria. Am J Clin Pathol 2022;157:554-560. [PMID: 34643678 PMCID: PMC8973258 DOI: 10.1093/ajcp/aqab160] [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: 05/24/2021] [Accepted: 08/19/2021] [Indexed: 12/03/2022]  Open
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Automatic Recognition of Ragged Red Fibers in Muscle Biopsy from Patients with Mitochondrial Disorders. Healthcare (Basel) 2022;10:healthcare10030574. [PMID: 35327052 PMCID: PMC8949467 DOI: 10.3390/healthcare10030574] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2022] [Revised: 03/14/2022] [Accepted: 03/17/2022] [Indexed: 11/16/2022]  Open
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An Empirical Evaluation of Convolutional Networks for Malaria Diagnosis. J Imaging 2022;8:jimaging8030066. [PMID: 35324621 PMCID: PMC8951236 DOI: 10.3390/jimaging8030066] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2022] [Revised: 03/02/2022] [Accepted: 03/04/2022] [Indexed: 01/27/2023]  Open
45
Zhang C, Jiang H, Jiang H, Xi H, Chen B, Liu Y, Juhas M, Li J, Zhang Y. Deep Learning for Microscopic Examination of Protozoan Parasites. Comput Struct Biotechnol J 2022;20:1036-1043. [PMID: 35284048 PMCID: PMC8886013 DOI: 10.1016/j.csbj.2022.02.005] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2021] [Revised: 01/16/2022] [Accepted: 02/08/2022] [Indexed: 11/17/2022]  Open
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Immunomolecular response of CD4+, CD8+, TNF-α and IFN-γ in Myxobolus-infected koi (Cyprinus carpio) treated with probiotics. AQUACULTURE AND FISHERIES 2022. [DOI: 10.1016/j.aaf.2022.01.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
47
Automated detection and staging of malaria parasites from cytological smears using convolutional neural networks. BIOLOGICAL IMAGING 2022;1:e2. [PMID: 35036920 PMCID: PMC8724263 DOI: 10.1017/s2633903x21000015] [Citation(s) in RCA: 10] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/17/2021] [Revised: 06/24/2021] [Accepted: 07/14/2021] [Indexed: 12/14/2022]
48
An Automatic Procedure for Overheated Idler Detection in Belt Conveyors Using Fusion of Infrared and RGB Images Acquired during UGV Robot Inspection. ENERGIES 2022. [DOI: 10.3390/en15020601] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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Marques G, Ferreras A, de la Torre-Diez I. An ensemble-based approach for automated medical diagnosis of malaria using EfficientNet. MULTIMEDIA TOOLS AND APPLICATIONS 2022;81:28061-28078. [PMID: 35368860 PMCID: PMC8964254 DOI: 10.1007/s11042-022-12624-6] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/15/2021] [Revised: 07/03/2021] [Accepted: 02/09/2022] [Indexed: 05/05/2023]
50
Erythrocyte morphological symmetry analysis to detect sublethal trauma in shear flow. Sci Rep 2021;11:23566. [PMID: 34876652 PMCID: PMC8651737 DOI: 10.1038/s41598-021-02936-2] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/26/2021] [Accepted: 11/24/2021] [Indexed: 11/29/2022]  Open
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