Jaime Parra Raad, Daniel Lock, Yi-Yi Liu, Mark Solomon, Laura Peralta, Kirsten Christensen-Jeffries
{"title":"用于超分辨率超声成像的经光学验证的微血管模型","authors":"Jaime Parra Raad, Daniel Lock, Yi-Yi Liu, Mark Solomon, Laura Peralta, Kirsten Christensen-Jeffries","doi":"arxiv-2409.09031","DOIUrl":null,"url":null,"abstract":"Super-resolution ultrasound (SRUS) visualises microvasculature beyond the\nultrasound diffraction limit (wavelength($\\lambda$)/2) by localising and\ntracking spatially isolated microbubble contrast agents. SRUS phantoms\ntypically consist of simple tube structures, where diameter channels below 100\n$\\mu$m are not available. Furthermore, these phantoms are generally fragile and\nunstable, have limited ground truth validation, and their simple structure\nlimits the evaluation of SRUS algorithms. To aid SRUS development, robust and\ndurable phantoms with known and physiologically relevant microvasculature are\nneeded for repeatable SRUS testing. This work proposes a method to fabricate\ndurable microvascular phantoms that allow optical gauging for SRUS validation.\nThe methodology used a microvasculature negative print embedded in a\nPolydimethylsiloxane to fabricate a microvascular phantom. Branching\nmicrovascular phantoms with variable microvascular density were demonstrated\nwith optically validated vessel diameters down to $\\sim$ 60 $\\mu$m\n($\\lambda$/5.8; $\\lambda$ =$\\sim$ 350 $\\mu$m). SRUS imaging was performed and\nvalidated with optical measurements. The average SRUS error was 15.61 $\\mu$m\n($\\lambda$/22) with a standard deviation error of 11.44 $\\mu$m. The average\nerror decreased to 7.93 $\\mu$m ($\\lambda$/44) once the number of localised\nmicrobubbles surpassed 1000 per estimated diameter. In addition, the less than\n10$\\%$ variance of acoustic and optical properties and the mechanical toughness\nof the phantoms measured a year after fabrication demonstrated their long-term\ndurability. This work presents a method to fabricate durable and optically\nvalidated complex microvascular phantoms which can be used to quantify SRUS\nperformance and facilitate its further development.","PeriodicalId":501378,"journal":{"name":"arXiv - PHYS - Medical Physics","volume":"19 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Optically-Validated Microvascular Phantom for Super-Resolution Ultrasound Imaging\",\"authors\":\"Jaime Parra Raad, Daniel Lock, Yi-Yi Liu, Mark Solomon, Laura Peralta, Kirsten Christensen-Jeffries\",\"doi\":\"arxiv-2409.09031\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Super-resolution ultrasound (SRUS) visualises microvasculature beyond the\\nultrasound diffraction limit (wavelength($\\\\lambda$)/2) by localising and\\ntracking spatially isolated microbubble contrast agents. SRUS phantoms\\ntypically consist of simple tube structures, where diameter channels below 100\\n$\\\\mu$m are not available. Furthermore, these phantoms are generally fragile and\\nunstable, have limited ground truth validation, and their simple structure\\nlimits the evaluation of SRUS algorithms. To aid SRUS development, robust and\\ndurable phantoms with known and physiologically relevant microvasculature are\\nneeded for repeatable SRUS testing. This work proposes a method to fabricate\\ndurable microvascular phantoms that allow optical gauging for SRUS validation.\\nThe methodology used a microvasculature negative print embedded in a\\nPolydimethylsiloxane to fabricate a microvascular phantom. Branching\\nmicrovascular phantoms with variable microvascular density were demonstrated\\nwith optically validated vessel diameters down to $\\\\sim$ 60 $\\\\mu$m\\n($\\\\lambda$/5.8; $\\\\lambda$ =$\\\\sim$ 350 $\\\\mu$m). SRUS imaging was performed and\\nvalidated with optical measurements. The average SRUS error was 15.61 $\\\\mu$m\\n($\\\\lambda$/22) with a standard deviation error of 11.44 $\\\\mu$m. The average\\nerror decreased to 7.93 $\\\\mu$m ($\\\\lambda$/44) once the number of localised\\nmicrobubbles surpassed 1000 per estimated diameter. In addition, the less than\\n10$\\\\%$ variance of acoustic and optical properties and the mechanical toughness\\nof the phantoms measured a year after fabrication demonstrated their long-term\\ndurability. This work presents a method to fabricate durable and optically\\nvalidated complex microvascular phantoms which can be used to quantify SRUS\\nperformance and facilitate its further development.\",\"PeriodicalId\":501378,\"journal\":{\"name\":\"arXiv - PHYS - Medical Physics\",\"volume\":\"19 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Medical Physics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.09031\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Medical Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.09031","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Optically-Validated Microvascular Phantom for Super-Resolution Ultrasound Imaging
Super-resolution ultrasound (SRUS) visualises microvasculature beyond the
ultrasound diffraction limit (wavelength($\lambda$)/2) by localising and
tracking spatially isolated microbubble contrast agents. SRUS phantoms
typically consist of simple tube structures, where diameter channels below 100
$\mu$m are not available. Furthermore, these phantoms are generally fragile and
unstable, have limited ground truth validation, and their simple structure
limits the evaluation of SRUS algorithms. To aid SRUS development, robust and
durable phantoms with known and physiologically relevant microvasculature are
needed for repeatable SRUS testing. This work proposes a method to fabricate
durable microvascular phantoms that allow optical gauging for SRUS validation.
The methodology used a microvasculature negative print embedded in a
Polydimethylsiloxane to fabricate a microvascular phantom. Branching
microvascular phantoms with variable microvascular density were demonstrated
with optically validated vessel diameters down to $\sim$ 60 $\mu$m
($\lambda$/5.8; $\lambda$ =$\sim$ 350 $\mu$m). SRUS imaging was performed and
validated with optical measurements. The average SRUS error was 15.61 $\mu$m
($\lambda$/22) with a standard deviation error of 11.44 $\mu$m. The average
error decreased to 7.93 $\mu$m ($\lambda$/44) once the number of localised
microbubbles surpassed 1000 per estimated diameter. In addition, the less than
10$\%$ variance of acoustic and optical properties and the mechanical toughness
of the phantoms measured a year after fabrication demonstrated their long-term
durability. This work presents a method to fabricate durable and optically
validated complex microvascular phantoms which can be used to quantify SRUS
performance and facilitate its further development.