Try to develop a web based A.I. CT segmentation application.
A.I. application and Orthanc in the same machine. The loading and parsing of 200 instances take under 10 seconds. But loading and parsing 1300 instances can take over 5 minutes. Please Advice.
The Dicom fetch from Orthanc in renamed with new random serial number that I can’t sort in sequence which will create error in A.I. segmentation. Please advice how I can fetch instances in sequence.
The Machine OS is Windows 10 with dual Xeon Gold processors, 126GB Ram, Nvidia 3080 GPU and 4TB SSD Drive.
Following is a dumb from the A.I. application. Thank you in advance.
{ “ExpectedNumberOfInstances” : null, “ID” : “263d1136-420b27b4-a78bae0e-852482bd-2217b2bd”, “Instances” : [ “d840ffa2-c50b7dc5-46ef12e3-2ffa3ef6-74ca2cf1”, “f339bd97-9711a060-8967eeab-f3fe3298-df9fa33d”, “8dacdcbe-3da314b6-a5934f22-19671c61-9ec4b03e”, “f01459e7-a4ea60d7-e72c322d-750e025f-24573dd8”, “ee8557b2-554b3ab7-5cedd8d1-aa4d0732-6f1e2d0d”, “f5e6840c-faf4d284-746673d3-2de1e548-a83bd621”, “49f6af14-4938d1bd-ca5e8a0e-e3825ec9-bf970ea1”, “708f1490-6617dd1f-b579967d-3747155e-4995cc40”, “ac184906-c8346667-a2a3cfd7-1359bd72-ee8eb88d”, “dffc5432-93f148c1-2bc67b77-38a3d625-7c6ae547”, “e0ebe692-cfb65806-a095e112-511f2414-16785e5b”, “2a4ee297-32f2739e-644c420f-23e3222d-e366a8cd”, “3ef6a66a-f5467d49-7054bd17-6777150f-ba503cb1”, “d129c9df-48948673-a2b0d967-9771b69c-2ca9466b”, “7c6c5fea-0cd26611-ceea066f-03368643-152ae643”, “04f9ea15-cab0a889-afbbabcb-0b8b386e-7da439eb”, “3eef3cd1-4d5d711f-225125e0-57103a2a-62f96a4f”, “c36bf2a1-fb2be061-9c8bf0e8-ae7f02f5-2deba577”, “987eb9e8-e1353625-8a42309b-44ad6fa1-6018cc7e”, “969a6059-5b5f06f8-ccafeaea-512ead0e-a60ea6c0”, “9c0713ff-b667122c-6e476584-ee75aa95-2d0b21db”, “80561c17-8315bbc2-cbc0f384-609221cb-fc1f9ca5”, “fce8fecd-ab10feb1-6a1f392d-04898f46-9b40c175”, “bc38f06f-98115741-947fbb90-04b69c41-28d94c3f”, “41525c78-207c8ad8-68407648-662e878a-e0943044”, “4979876e-6cd15a7f-89dba1e0-0443776c-481f8d72”, “1f11f336-4f82374f-f07e74df-fd084aaf-0c3bbfdf”, “43f6aecc-b69b48f1-d9772b27-71ab6c54-6aef015a”, “a89d828f-6ab1a21e-9793557b-3a58b8a0-107b1a0f”, “f5bba7e2-b7dd79c7-a0ddaae7-254da3a9-be6b29e4”, “48010819-53e36dc1-369e7d97-01240ce5-f6452219”, “6aa7a615-4065f635-9e55c6c4-70aac47b-15c574db”, “d4851abd-4229c2a0-1be7ce37-5dc4c5bb-efe372ae”, “f48bb651-92f9aadd-6ae0bc77-84fda1e0-ee9cf668”, “472aa88a-faf75e29-50591af5-1f30183d-5ca88bb0”, “d6f99a63-678e2543-0b69400c-4b19bbf8-ce4f239a”, “fe65681d-438a9dff-582cd20a-fb906537-06ae4a30”, “6b9d575a-bd359626-33894645-635ebf40-41a1d175”, “0d580f10-5bf884dd-c4f7e08a-43f72747-5df9b9f6”, “aa7f9d50-23f79e2b-52bc1581-c1fedbf9-f052bb19”, “6ce0eb88-b735c481-0458cd33-d5a89567-4d0e230e”, “066d3787-9cbb1b59-398d5bf0-f41d0c96-a487e955”, “0e7c16a9-5578a3a1-4041f757-9b6ea5db-5df8abf7”, “7ddae65f-4904569b-efb6b8ad-73da990b-f13e1d28”, “e6102708-3c670c8c-bf20855b-83b6a338-8f51c1d1”, “fd39be49-7f9dc818-b78340cd-e44e7c62-a66f6856”, “3ec212d5-cf6d7d15-722aa15d-e93e7b45-f9224979”, “32b21b3f-307cfb9b-db355ead-311116da-a379aa51”, “f10d095f-79464178-c028eb72-e40edaa7-b4ad4aa8”, “c4e11b30-12e5231f-657a0acb-0c816270-9036f23a”, “9330bf4b-cf34eedb-00a1174c-1a5daeb8-8e057834”, “45179741-8103aeb2-9591c734-a7216226-6afeef5e”, “271efb40-14f5be1a-3e65fa13-6ba80382-03c40b82”, “be0bf675-0cc5574a-8471e714-8e0be2d1-2304000f”, “0b8f2d35-9191c8b1-0b8b2f0a-0aa151dd-acefdf3e”, “cd8a0a7e-34f1f138-193d6033-ce28b196-21a3e537”, “17581071-f3fc32f6-e7a45d31-9331d43e-6b9c4584”, “a13698f2-218ace85-dbd06aa7-29752d97-dc5a89a6”, 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“cd12d763-c66cc060-b63eec8c-191aae1c-0cc6b780”, “c8f2973c-916f4c77-b1067cc0-213f5832-aa32e057”, “a51b829e-ced217b2-283251dd-db71f5f9-417eac8e”, “66ba6069-c9594ab0-8e0b0d28-39a7c678-b752f331”, “77061d28-364ca51a-b3297f13-83f935e8-352684a4”, “7c726773-d62832ed-702a4eda-6302a96b-9e7c29e0”, “f3eb7ca7-81b7551b-902e49b3-028db320-ab28f6ee” ], “IsStable” : true, “LastUpdate” : “20220322T045248”, “MainDicomTags” : { “ImageOrientationPatient” : “1.000000\0.000000\0.000000\0.000000\1.000000\0.000000”, “Manufacturer” : “GE MEDICAL SYSTEMS”, “Modality” : “CT”, “OperatorsName” : “CSW”, “PerformedProcedureStepDescription” : “Low. ext. plain”, “ProtocolName” : “9.2 Knee”, “SeriesDate” : “20131112”, “SeriesDescription” : “LT KNEE”, “SeriesInstanceUID” : “1.2.840.113619.2.55.3.127953165.788.1384217307.857”, “SeriesNumber” : “102”, “SeriesTime” : “172031”, “StationName” : “ge05_oc0” }, “ParentStudy” : “87aa7e1b-00488d62-0c5a872e-711aada2-48152393”, “Status” : “Unknown”, “Type” : “Series” }