Assay reading method
A computer implemented method for reading a test region of an assay, the method comprising: (i) providing digital image data of a first assay 201; (ii) inputting the digital image data into a trained convolutional neural network (Figure 6, 602) configured to output a first probability, based on the...
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| creator | Neeraj Adsul Marcin Tokarzewski |
| description | A computer implemented method for reading a test region of an assay, the method comprising: (i) providing digital image data of a first assay 201; (ii) inputting the digital image data into a trained convolutional neural network (Figure 6, 602) configured to output a first probability, based on the input digital image data, that a first region of pixels of the digital image data corresponds to a first test region of the assay; (iii) if the first probability is at or above a first predetermined threshold, accepting the first region of pixels as a first region of interest associated with the first test region (Figure 6, 603): and (iv) estimating an intensity value of a portion of the first test region in the first region of interest (Figure 6, 604). There may be a plurality of test regions in a single image and the test regions may be not be aligned parallel one another. The assay may comprise a housing and may be a lateral test flow device. Further disclosed is an associated apparatus, computer program and computer readable storage medium. |
| format | Patent |
| fullrecord | <record><control><sourceid>epo_EVB</sourceid><recordid>TN_cdi_epo_espacenet_GB2583149A</recordid><sourceformat>XML</sourceformat><sourcesystem>PC</sourcesystem><sourcerecordid>GB2583149A</sourcerecordid><originalsourceid>FETCH-epo_espacenet_GB2583149A3</originalsourceid><addsrcrecordid>eNrjZBBxLC5OrFQoSk1MycxLV8hNLcnIT-FhYE1LzClO5YXS3Azybq4hzh66qQX58anFBYnJqXmpJfHuTkamFsaGJpaOxoRVAADAaB_D</addsrcrecordid><sourcetype>Open Access Repository</sourcetype><iscdi>true</iscdi><recordtype>patent</recordtype></control><display><type>patent</type><title>Assay reading method</title><source>esp@cenet</source><creator>Neeraj Adsul ; Marcin Tokarzewski</creator><creatorcontrib>Neeraj Adsul ; Marcin Tokarzewski</creatorcontrib><description>A computer implemented method for reading a test region of an assay, the method comprising: (i) providing digital image data of a first assay 201; (ii) inputting the digital image data into a trained convolutional neural network (Figure 6, 602) configured to output a first probability, based on the input digital image data, that a first region of pixels of the digital image data corresponds to a first test region of the assay; (iii) if the first probability is at or above a first predetermined threshold, accepting the first region of pixels as a first region of interest associated with the first test region (Figure 6, 603): and (iv) estimating an intensity value of a portion of the first test region in the first region of interest (Figure 6, 604). There may be a plurality of test regions in a single image and the test regions may be not be aligned parallel one another. The assay may comprise a housing and may be a lateral test flow device. Further disclosed is an associated apparatus, computer program and computer readable storage medium.</description><language>eng</language><subject>CALCULATING ; COMPUTING ; COUNTING ; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL ; INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES ; MEASURING ; PHYSICS ; TESTING</subject><creationdate>2020</creationdate><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktohtml>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20201021&DB=EPODOC&CC=GB&NR=2583149A$$EHTML$$P50$$Gepo$$Hfree_for_read</linktohtml><link.rule.ids>230,308,780,885,25564,76547</link.rule.ids><linktorsrc>$$Uhttps://worldwide.espacenet.com/publicationDetails/biblio?FT=D&date=20201021&DB=EPODOC&CC=GB&NR=2583149A$$EView_record_in_European_Patent_Office$$FView_record_in_$$GEuropean_Patent_Office$$Hfree_for_read</linktorsrc></links><search><creatorcontrib>Neeraj Adsul</creatorcontrib><creatorcontrib>Marcin Tokarzewski</creatorcontrib><title>Assay reading method</title><description>A computer implemented method for reading a test region of an assay, the method comprising: (i) providing digital image data of a first assay 201; (ii) inputting the digital image data into a trained convolutional neural network (Figure 6, 602) configured to output a first probability, based on the input digital image data, that a first region of pixels of the digital image data corresponds to a first test region of the assay; (iii) if the first probability is at or above a first predetermined threshold, accepting the first region of pixels as a first region of interest associated with the first test region (Figure 6, 603): and (iv) estimating an intensity value of a portion of the first test region in the first region of interest (Figure 6, 604). There may be a plurality of test regions in a single image and the test regions may be not be aligned parallel one another. The assay may comprise a housing and may be a lateral test flow device. Further disclosed is an associated apparatus, computer program and computer readable storage medium.</description><subject>CALCULATING</subject><subject>COMPUTING</subject><subject>COUNTING</subject><subject>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</subject><subject>INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES</subject><subject>MEASURING</subject><subject>PHYSICS</subject><subject>TESTING</subject><fulltext>true</fulltext><rsrctype>patent</rsrctype><creationdate>2020</creationdate><recordtype>patent</recordtype><sourceid>EVB</sourceid><recordid>eNrjZBBxLC5OrFQoSk1MycxLV8hNLcnIT-FhYE1LzClO5YXS3Azybq4hzh66qQX58anFBYnJqXmpJfHuTkamFsaGJpaOxoRVAADAaB_D</recordid><startdate>20201021</startdate><enddate>20201021</enddate><creator>Neeraj Adsul</creator><creator>Marcin Tokarzewski</creator><scope>EVB</scope></search><sort><creationdate>20201021</creationdate><title>Assay reading method</title><author>Neeraj Adsul ; Marcin Tokarzewski</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-epo_espacenet_GB2583149A3</frbrgroupid><rsrctype>patents</rsrctype><prefilter>patents</prefilter><language>eng</language><creationdate>2020</creationdate><topic>CALCULATING</topic><topic>COMPUTING</topic><topic>COUNTING</topic><topic>IMAGE DATA PROCESSING OR GENERATION, IN GENERAL</topic><topic>INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES</topic><topic>MEASURING</topic><topic>PHYSICS</topic><topic>TESTING</topic><toplevel>online_resources</toplevel><creatorcontrib>Neeraj Adsul</creatorcontrib><creatorcontrib>Marcin Tokarzewski</creatorcontrib><collection>esp@cenet</collection></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext_linktorsrc</fulltext></delivery><addata><au>Neeraj Adsul</au><au>Marcin Tokarzewski</au><format>patent</format><genre>patent</genre><ristype>GEN</ristype><title>Assay reading method</title><date>2020-10-21</date><risdate>2020</risdate><abstract>A computer implemented method for reading a test region of an assay, the method comprising: (i) providing digital image data of a first assay 201; (ii) inputting the digital image data into a trained convolutional neural network (Figure 6, 602) configured to output a first probability, based on the input digital image data, that a first region of pixels of the digital image data corresponds to a first test region of the assay; (iii) if the first probability is at or above a first predetermined threshold, accepting the first region of pixels as a first region of interest associated with the first test region (Figure 6, 603): and (iv) estimating an intensity value of a portion of the first test region in the first region of interest (Figure 6, 604). There may be a plurality of test regions in a single image and the test regions may be not be aligned parallel one another. The assay may comprise a housing and may be a lateral test flow device. Further disclosed is an associated apparatus, computer program and computer readable storage medium.</abstract><oa>free_for_read</oa></addata></record> |
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| subjects | CALCULATING COMPUTING COUNTING IMAGE DATA PROCESSING OR GENERATION, IN GENERAL INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIRCHEMICAL OR PHYSICAL PROPERTIES MEASURING PHYSICS TESTING |
| title | Assay reading method |
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