A review of clinical photoacoustic imaging: Current and future trends

Photoacoustic imaging (or optoacoustic imaging) is an upcoming biomedical imaging modality availing the benefits of optical resolution and acoustic depth of penetration. With its capacity to offer structural, functional, molecular and kinetic information making use of either endogenous contrast agents like hemoglobin, lipid, melanin and water or a variety of exogenous contrast agents or both, PAI has demonstrated promising potential in a wide range of preclinical and clinical applications. This review provides an overview of the rapidly expanding clinical applications of photoacoustic imaging including breast imaging, dermatologic imaging, vascular imaging, carotid artery imaging, musculoskeletal imaging, gastrointestinal imaging and adipose tissue imaging and the future directives utilizing different configurations of photoacoustic imaging. Particular emphasis is placed on investigations performed on human or human specimens.

[1]  L. Jacobs,et al.  Annals of Surgical Oncology 15(5):1271–1272 DOI: 10.1245/s10434-007-9766-0 Positive Margins: The Challenge Continues for Breast Surgeons , 2008 .

[2]  Chris Jun Hui Ho,et al.  Multifunctional Photosensitizer-Based Contrast Agents for Photoacoustic Imaging , 2014, Scientific Reports.

[3]  S. Schnitt,et al.  Society of Surgical Oncology-American Society for Radiation Oncology-American Society of Clinical Oncology Consensus Guideline on Margins for Breast-Conserving Surgery With Whole-Breast Irradiation in Ductal Carcinoma in Situ. , 2016, Practical radiation oncology.

[4]  F. M. van den Engh,et al.  Visualizing breast cancer using the Twente photoacoustic mammoscope: what do we learn from twelve new patient measurements? , 2012, Optics express.

[5]  Jin Young Kim,et al.  Optical resolution photoacoustic microscopy based on multimode fibers. , 2018, Biomedical optics express.

[6]  Manojit Pramanik,et al.  Photoacoustic imaging of lamina cribrosa microcapillaries in porcine eyes. , 2018, Applied optics.

[7]  Vasilis Ntziachristos,et al.  Motion correction in optoacoustic mesoscopy , 2017, Scientific Reports.

[8]  Danna Zhou,et al.  d. , 1840, Microbial pathogenesis.

[9]  Lihong V. Wang,et al.  In vivo dark-field reflection-mode photoacoustic microscopy. , 2005, Optics letters.

[10]  Puxiang Lai,et al.  Photoacoustically guided wavefront shaping for enhanced optical focusing in scattering media , 2014, Nature Photonics.

[11]  M. Olivo,et al.  Photoacoustic microscopy for evaluating combretastatin A4 phosphate induced vascular disruption in orthotopic glioma , 2018, Journal of biophotonics.

[12]  Manojit Pramanik,et al.  Non‐invasive sentinel lymph node mapping and needle guidance using clinical handheld photoacoustic imaging system in small animal , 2018, Journal of biophotonics.

[13]  Vasilis Ntziachristos,et al.  Multispectral optoacoustic and MRI coregistration for molecular imaging of orthotopic model of human glioblastoma , 2016, Journal of biophotonics.

[14]  Liang Song,et al.  Fully integrated reflection-mode photoacoustic, two-photon, and second harmonic generation microscopy in vivo , 2016, Scientific Reports.

[15]  Vasilis Ntziachristos,et al.  Non-invasive Measurement of Brown Fat Metabolism Based on Optoacoustic Imaging of Hemoglobin Gradients. , 2018, Cell metabolism.

[16]  C. Brennan,et al.  A Brain Tumor Molecular Imaging Strategy Using A New Triple-Modality MRI-Photoacoustic-Raman Nanoparticle , 2011, Nature Medicine.

[17]  E. Regar,et al.  Emerging Technology Update Intravascular Photoacoustic Imaging of Vulnerable Atherosclerotic Plaque. , 2016, Interventional cardiology.

[18]  J. Klode,et al.  Oxygenation Status in Chronic Leg Ulcer After Topical Hemoglobin Application May Act as a Surrogate Marker to Find the Best Treatment Strategy and to Avoid Ineffective Conservative Long-term Therapy , 2018, Molecular Imaging and Biology.

[19]  Lihong V. Wang,et al.  Photoacoustic imaging in biomedicine , 2006 .

[20]  P. Z. Sun,et al.  Noninvasive magnetic resonance/photoacoustic imaging for photothermal therapy response monitoring. , 2018, Nanoscale.

[21]  Vasilis Ntziachristos,et al.  Multispectral optoacoustic tomography of systemic sclerosis , 2018, Journal of biophotonics.

[22]  Heather K. Hunt,et al.  Hand-held optoacoustic imaging: A review , 2018, Photoacoustics.

[23]  W. Heindel,et al.  Multispectral Optoacoustic Tomography: Intra- and Interobserver Variability Using a Clinical Hybrid Approach , 2019, Journal of clinical medicine.

[24]  F. M. van den Engh,et al.  Photoacoustic image patterns of breast carcinoma and comparisons with Magnetic Resonance Imaging and vascular stained histopathology , 2015, Scientific Reports.

[25]  Wolfgang Uter,et al.  Multispectral Optoacoustic Tomography for Assessment of Crohn's Disease Activity. , 2017, The New England journal of medicine.

[26]  S. Kanao,et al.  Photoacoustic mammography: initial clinical results , 2014, Breast Cancer.

[27]  Freddy T. Nguyen,et al.  Intraoperative evaluation of breast tumor margins with optical coherence tomography. , 2009, Cancer research.

[28]  Jun Ma,et al.  Noninvasive Determination of Melanoma Depth using a Handheld Photoacoustic Probe. , 2017, The Journal of investigative dermatology.

[29]  Seema A Khan,et al.  Society of Surgical Oncology–American Society for Radiation Oncology Consensus Guideline on Margins for Breast-Conserving Surgery With Whole-Breast Irradiation in Stages I and II Invasive Breast Cancer , 2014, Annals of Surgical Oncology.

[30]  Mark A. Anastasio,et al.  Photoacoustic tomography through a whole adult human skull with a photon recycler , 2012, Journal of biomedical optics.

[31]  Daniel Razansky,et al.  Volumetric hand‐held optoacoustic angiography as a tool for real‐time screening of dense breast , 2016, Journal of biophotonics.

[32]  M. Toi,et al.  Photoacoustic Tomography Shows the Branching Pattern of Anterolateral Thigh Perforators In Vivo , 2018, Plastic and reconstructive surgery.

[33]  Vasilis Ntziachristos,et al.  Cardiovascular optoacoustics: From mice to men – A review , 2019, Photoacoustics.

[34]  L. Yamaleyeva,et al.  Photoacoustic imaging for in vivo quantification of placental oxygenation in mice , 2017, FASEB journal : official publication of the Federation of American Societies for Experimental Biology.

[35]  Vasilis Ntziachristos,et al.  Performance of a Multispectral Optoacoustic Tomography (MSOT) System equipped with 2D vs. 3D Handheld Probes for Potential Clinical Translation , 2015, Photoacoustics.

[36]  Chris Jun Hui Ho,et al.  Noninvasive real-time characterization of non-melanoma skin cancers with handheld optoacoustic probes , 2017, Photoacoustics.

[37]  Kwang Hyun Song,et al.  In vivo three-dimensional photoacoustic tomography of a whole mouse head. , 2006, Optics letters.

[38]  Vasilis Ntziachristos,et al.  Broadband mesoscopic optoacoustic tomography reveals skin layers. , 2014, Optics letters.

[39]  B. Spiegelman,et al.  FGF21 regulates PGC-1α and browning of white adipose tissues in adaptive thermogenesis. , 2012, Genes & development.

[40]  B. E. F. Isher,et al.  Twenty-year follow-up of a randomized trial comparing total mastectomy, lumpectomy, and lumpectomy plus irradiation for the treatment of invasive breast cancer. , 2002 .

[41]  M. Fink,et al.  Controlling light in scattering media non-invasively using the photoacoustic transmission matrix , 2013, 1305.6246.

[42]  Vasilis Ntziachristos,et al.  Motion Quantification and Automated Correction in Clinical RSOM , 2019, IEEE Transactions on Medical Imaging.

[43]  Xosé Luís Deán-Ben,et al.  Functional optoacoustic human angiography with handheld video rate three dimensional scanner☆ , 2013, Photoacoustics.

[44]  V. Ntziachristos,et al.  Imaging of fatty tumors: appearance of subcutaneous lipomas in optoacoustic images , 2017, Journal of biophotonics.

[45]  U. Sunar,et al.  Preoperative Ultrasound and Photoacoustic Imaging of Nonmelanoma Skin Cancers , 2015, Dermatologic surgery : official publication for American Society for Dermatologic Surgery [et al.].

[46]  A. Oraevsky,et al.  Laser optoacoustic imaging system for detection of breast cancer. , 2009, Journal of biomedical optics.

[47]  Dirk Schadendorf,et al.  Metastatic status of sentinel lymph nodes in melanoma determined noninvasively with multispectral optoacoustic imaging , 2015, Science Translational Medicine.

[48]  Yuqi Tang,et al.  Photoacoustic tomography of blood oxygenation: A mini review , 2018, Photoacoustics.

[49]  Vasilis Ntziachristos,et al.  Advances in real-time multispectral optoacoustic imaging and its applications , 2015, Nature Photonics.

[50]  Wiendelt Steenbergen,et al.  Initial results of imaging melanoma metastasis in resected human lymph nodes using photoacoustic computed tomography. , 2011, Journal of biomedical optics.

[51]  Stanislav Y. Emelianov,et al.  Biomedical Applications of Photoacoustic Imaging with Exogenous Contrast Agents , 2011, Annals of Biomedical Engineering.

[52]  P. Kumavor,et al.  Co‐registered pulse‐echo/photoacoustic transvaginal probe for real time imaging of ovarian tissue , 2013, Journal of biophotonics.

[53]  Lihong V. Wang,et al.  Second generation optical-resolution photoacoustic microscopy , 2011, BiOS.

[54]  Wiendelt Steenbergen,et al.  Feasibility of photoacoustic/ultrasound imaging of synovitis in finger joints using a point-of-care system , 2017, Photoacoustics.

[55]  Daniel Razansky,et al.  Volumetric Multispectral Optoacoustic Tomography for 3-Dimensional Reconstruction of Skin Tumors: A Further Evaluation with Histopathologic Correlation. , 2019, The Journal of investigative dermatology.

[56]  Daniel Razansky,et al.  Structural and Functional Analysis of Intact Hair Follicles and Pilosebaceous Units by Volumetric Multispectral Optoacoustic Tomography. , 2016, The Journal of investigative dermatology.

[57]  Vasilis Ntziachristos,et al.  Ultrawideband reflection-mode optoacoustic mesoscopy. , 2014, Optics letters.

[58]  Dirk Schadendorf,et al.  Clinical application of noninvasive and nonradioactive determination of microscopic lymph node tumor status by multispectral optoacoustic imaging , 2015 .

[59]  Doreen Steed,et al.  Dedicated 3D photoacoustic breast imaging. , 2013, Medical physics.

[60]  Wiendelt Steenbergen,et al.  Appearance of breast cysts in planar geometry photoacoustic mammography using 1064-nm excitation , 2013, Journal of biomedical optics.

[61]  Anita Mahadevan-Jansen,et al.  Autofluorescence and diffuse reflectance spectroscopy and spectral imaging for breast surgical margin analysis , 2010, Lasers in surgery and medicine.

[62]  M. Wallis,et al.  Optoacoustic Imaging Detects Hormone-Related Physiological Changes of Breast Parenchyma , 2018, Ultraschall in der Medizin - European Journal of Ultrasound.

[63]  Chao Tian,et al.  Photoacoustic tomography for human musculoskeletal imaging and inflammatory arthritis detection , 2018, Photoacoustics.

[64]  Vasilis Ntziachristos,et al.  Multispectral optoacoustic tomography at 64, 128, and 256 channels , 2014, Journal of biomedical optics.

[65]  Jesse V. Jokerst,et al.  The characterization of an economic and portable LED-based photoacoustic imaging system to facilitate molecular imaging , 2017, Photoacoustics.

[66]  Yuan Qu,et al.  Transvaginal fast-scanning optical-resolution photoacoustic endoscopy , 2018, Journal of biomedical optics.

[67]  Pieter Kruizinga,et al.  Photoacoustic imaging of carotid artery atherosclerosis , 2014, Journal of biomedical optics.

[68]  Ritse M Mann,et al.  Downgrading of Breast Masses Suspicious for Cancer by Using Optoacoustic Breast Imaging. , 2018, Radiology.

[69]  Vasilis Ntziachristos,et al.  Three‐dimensional multispectral optoacoustic mesoscopy reveals melanin and blood oxygenation in human skin in vivo , 2016, Journal of biophotonics.

[70]  Geng Ku,et al.  Three-dimensional laser-induced photoacoustic tomography of mouse brain with the skin and skull intact. , 2003, Optics letters.

[71]  Chris Jun Hui Ho,et al.  Structural and functional 3D mapping of skin tumours with non‐invasive multispectral optoacoustic tomography , 2017, Skin research and technology : official journal of International Society for Bioengineering and the Skin (ISBS) [and] International Society for Digital Imaging of Skin (ISDIS) [and] International Society for Skin Imaging.

[72]  Zhixing Xie,et al.  A fiber-optic system for dual-modality photoacoustic microscopy and confocal fluorescence microscopy using miniature components , 2013, Photoacoustics.

[73]  Pamela Donlan,et al.  A Pivotal Study of Optoacoustic Imaging to Diagnose Benign and Malignant Breast Masses: A New Evaluation Tool for Radiologists. , 2017, Radiology.

[74]  Vasilis Ntziachristos,et al.  Multispectral Opto-acoustic Tomography (MSOT) of the Brain and Glioblastoma Characterization , 2013, NeuroImage.

[75]  Chi Zhang,et al.  Fast label-free multilayered histology-like imaging of human breast cancer by photoacoustic microscopy , 2017, Science Advances.

[76]  V. Ntziachristos,et al.  Assessing hyperthermia‐induced vasodilation in human skin in vivo using optoacoustic mesoscopy , 2018, Journal of biophotonics.

[77]  Lihong V. Wang,et al.  Single-breath-hold photoacoustic computed tomography of the breast , 2018, Nature Communications.

[78]  J. Klode,et al.  Photoacoustic imaging of real-time oxygen changes in chronic leg ulcers after topical application of a haemoglobin spray: a pilot study. , 2016, Journal of wound care.

[79]  I. Majsterek,et al.  Angiogenesis Markers Quantification in Breast Cancer and Their Correlation with Clinicopathological Prognostic Variables , 2011, Pathology & Oncology Research.

[80]  A. Lyshchik,et al.  Photoacoustic Oxygenation Quantification in Patients with Raynaud's: First-in-Human Results. , 2018, Ultrasound in medicine & biology.

[81]  Jie Yuan,et al.  Light Emitting Diodes based Photoacoustic Imaging and Potential Clinical Applications , 2018, Scientific Reports.

[82]  Vasilis Ntziachristos,et al.  Use of Multispectral Optoacoustic Tomography to Diagnose Vascular Malformations , 2018, JAMA dermatology.

[83]  L. Yamaleyeva,et al.  Preclinical Ultrasound-Guided Photoacoustic Imaging of the Placenta in Normal and Pathologic Pregnancy , 2018, Molecular imaging.

[84]  Puxiang Lai,et al.  Perspective: Wavefront shaping techniques for controlling multiple light scattering in biological tissues: Towardin vivoapplications , 2018, APL Photonics.

[85]  N. Sikich,et al.  Magnetic Resonance Imaging as an Adjunct to Mammography for Breast Cancer Screening in Women at Less Than High Risk for Breast Cancer: A Health Technology Assessment. , 2016, Ontario health technology assessment series.

[86]  Ji Yi,et al.  A combined method to quantify the retinal metabolic rate of oxygen using photoacoustic ophthalmoscopy and optical coherence tomography , 2014, Scientific Reports.

[87]  G. Montana,et al.  Brown and white adipose tissues: intrinsic differences in gene expression and response to cold exposure in mice , 2014, American journal of physiology. Endocrinology and metabolism.

[88]  E. Rummeny,et al.  Multispectral Optoacoustic Tomography (MSOT) of Human Breast Cancer , 2017, Clinical Cancer Research.

[89]  Carolyn L. Bayer,et al.  Spectral photoacoustic imaging to estimate in vivo placental oxygenation during preeclampsia , 2019, Scientific Reports.

[90]  Fanuel Mehari,et al.  Remote photoacoustic sensing using speckle-analysis , 2019, Scientific Reports.

[91]  A. Oraevsky,et al.  Clinical optoacoustic imaging combined with ultrasound for coregistered functional and anatomical mapping of breast tumors , 2018, Photoacoustics.

[92]  Lai Guan Ng,et al.  In vivo label‐free functional photoacoustic monitoring of ischemic reperfusion , 2019, Journal of biophotonics.

[93]  Matthew D. Keller,et al.  Development of a spatially offset Raman spectroscopy probe for breast tumor surgical margin evaluation. , 2011, Journal of biomedical optics.

[94]  P. Rzymski,et al.  Changes in ultrasound shear wave elastography properties of normal breast during menstrual cycle. , 2011, Clinical and experimental obstetrics & gynecology.

[95]  Linda K. Han,et al.  High-speed Intraoperative Assessment of Breast Tumor Margins by Multimodal Ultrasound and Photoacoustic Tomography. , 2018, Medical devices & sensors.

[96]  Daniel Razansky,et al.  Volumetric Real-Time Tracking of Peripheral Human Vasculature With GPU-Accelerated Three-Dimensional Optoacoustic Tomography , 2013, IEEE Transactions on Medical Imaging.

[97]  F. Schmitt,et al.  Angiogenesis and Breast Cancer , 2010, Journal of oncology.

[98]  Da Xing,et al.  Optically integrated trimodality imaging system: combined all-optical photoacoustic microscopy, optical coherence tomography, and fluorescence imaging. , 2016, Optics letters.

[99]  Rafael Piestun,et al.  Super-resolution photoacoustic imaging through a scattering wall. , 2015, Nature communications.

[100]  Quing Zhu,et al.  Photoacoustic imaging with low-cost sources; A review , 2019, Photoacoustics.

[101]  Vasilis Ntziachristos,et al.  Optoacoustic Imaging of Human Vasculature: Feasibility by Using a Handheld Probe. , 2016, Radiology.

[102]  T. Ignatov,et al.  Accuracy of ultrasound-guided breast-conserving surgery in the determination of adequate surgical margins , 2014, Breast Cancer Research and Treatment.

[103]  Tsuyoshi Murata,et al.  {m , 1934, ACML.

[104]  Francesco Sardanelli,et al.  Optical Imaging of the Breast: Basic Principles and Clinical Applications. , 2017, AJR. American journal of roentgenology.

[105]  Raymond E Borg,et al.  Molecular Photoacoustic Contrast Agents: Design Principles & Applications , 2018, Photochemistry and photobiology.

[106]  Lihong V. Wang,et al.  In vivo functional photoacoustic microscopy of cutaneous microvasculature in human skin. , 2011, Journal of biomedical optics.

[107]  Chulhong Kim,et al.  Programmable Real-time Clinical Photoacoustic and Ultrasound Imaging System , 2016, Scientific Reports.

[108]  Michael C. Kolios,et al.  Photoacoustic cardiovascular imaging: a new technique for imaging of atherosclerosis and vulnerable plaque detection , 2018 .

[109]  Lihong V. Wang Multiscale photoacoustic microscopy and computed tomography. , 2009, Nature photonics.

[110]  V. Ntziachristos,et al.  Assessing nailfold microvascular structure with ultra-wideband raster-scan optoacoustic mesoscopy , 2018, Photoacoustics.

[111]  Jin Young Kim,et al.  Fast optical-resolution photoacoustic microscopy using a 2-axis water-proofing MEMS scanner , 2015, Scientific Reports.

[112]  Shuliang Jiao,et al.  Optical coherence photoacoustic microscopy for in vivo multimodal retinal imaging. , 2015, Optics letters.

[113]  D. Mahvi,et al.  Frozen Section Analysis for Intraoperative Margin Assessment During Breast-Conserving Surgery Results in Low Rates of Re-excision and Local Recurrence , 2007, Annals of Surgical Oncology.

[114]  Daniel Razansky,et al.  Portable spherical array probe for volumetric real-time optoacoustic imaging at centimeter-scale depths. , 2013, Optics express.

[115]  Rui Li,et al.  Assessing breast tumor margin by multispectral photoacoustic tomography. , 2015, Biomedical optics express.

[116]  G. G. Stokes "J." , 1890, The New Yale Book of Quotations.

[117]  Guan Xu,et al.  A Functional Study of Human Inflammatory Arthritis Using Photoacoustic Imaging , 2017, Scientific Reports.

[118]  J. Rhie,et al.  Multispectral ex vivo photoacoustic imaging of cutaneous melanoma for better selection of the excision margin , 2018, The British journal of dermatology.

[119]  Sarah E Bohndiek,et al.  Contrast agents for molecular photoacoustic imaging , 2016, Nature Methods.

[120]  Lisa Richards,et al.  International Photoacoustic Standardisation Consortium (IPASC): overview (Conference Presentation) , 2019 .

[121]  Boris Hermann,et al.  In vivo dual-modality photoacoustic and optical coherence tomography imaging of human dermatological pathologies. , 2015, Biomedical optics express.

[122]  M. Neurath,et al.  Multispectral Optoacoustic Tomography in Crohn's Disease: Noninvasive Imaging of Disease Activity. , 2016, Gastroenterology.

[123]  Wiendelt Steenbergen,et al.  The state of the art in breast imaging using the Twente Photoacoustic Mammoscope: results from 31 measurements on malignancies , 2016, European Radiology.

[124]  J. Laufer,et al.  In vivo high-resolution 3D photoacoustic imaging of superficial vascular anatomy , 2009, Physics in medicine and biology.

[125]  T. Honda,et al.  Photoacoustic imaging system visualizes restoration of peripheral oxygenation in psoriatic lesions , 2018, Journal of the European Academy of Dermatology and Venereology : JEADV.

[126]  Marc Thill,et al.  MarginProbe®: intraoperative margin assessment during breast conserving surgery by using radiofrequency spectroscopy , 2013, Expert review of medical devices.

[127]  Vasilis Ntziachristos,et al.  Real-time optoacoustic tomography of indocyanine green perfusion and oxygenation parameters in human finger vasculature. , 2014, Optics letters.

[128]  Eun Sook Ko,et al.  Background parenchymal enhancement on breast MRI: Influence of menstrual cycle and breast composition , 2014, Journal of magnetic resonance imaging : JMRI.

[129]  James McGrath,et al.  Preoperative measurement of cutaneous melanoma and nevi thickness with photoacoustic imaging , 2018, Journal of medical imaging.

[130]  Lihong V. Wang,et al.  In vivo photoacoustic microscopy of human cutaneous microvasculature and a nevus. , 2011, Journal of biomedical optics.

[131]  Gijs van Soest,et al.  Intravascular photoacoustic imaging: a new tool for vulnerable plaque identification. , 2014, Ultrasound in medicine & biology.

[132]  S. Heywang-Köbrunner,et al.  Advantages and Disadvantages of Mammography Screening , 2011, Breast Care.

[133]  A. Needles,et al.  Development and initial application of a fully integrated photoacoustic micro-ultrasound system , 2013, IEEE Transactions on Ultrasonics, Ferroelectrics, and Frequency Control.

[134]  Sandra K. Soho,et al.  Characterization of hemoglobin, water, and NIR scattering in breast tissue: analysis of intersubject variability and menstrual cycle changes. , 2004, Journal of biomedical optics.

[135]  Madhavi Raghu,et al.  The Role of Ultrasound in Breast Cancer Screening: The Case for and Against Ultrasound. , 2018, Seminars in ultrasound, CT, and MR.

[136]  Vasilis Ntziachristos,et al.  Real-time handheld multispectral optoacoustic imaging. , 2013, Optics letters.

[137]  Ayache Bouakaz,et al.  Real-Time Monitoring of Placental Oxygenation during Maternal Hypoxia and Hyperoxygenation Using Photoacoustic Imaging , 2017, PloS one.

[138]  William E Gillanders,et al.  Positive margin rates following breast-conserving surgery for stage I-III breast cancer: palpable versus nonpalpable tumors. , 2012, The Journal of surgical research.

[139]  P. Beard Biomedical photoacoustic imaging , 2011, Interface Focus.

[140]  V. Ntziachristos,et al.  Precision assessment of label-free psoriasis biomarkers with ultra-broadband optoacoustic mesoscopy , 2017, Nature Biomedical Engineering.

[141]  Alexander A. Oraevsky,et al.  Laser optoacoustic imaging of breast cancer in vivo , 2001, SPIE BiOS.

[142]  Lihong V. Wang,et al.  Photoacoustic Tomography: In Vivo Imaging from Organelles to Organs , 2012, Science.

[143]  Xosé Luís Deán-Ben,et al.  Imaging of blood flow and oxygen state with a multi-segment optoacoustic ultrasound array , 2018, Photoacoustics.

[144]  Dan Wu,et al.  Contrast Agents for Photoacoustic and Thermoacoustic Imaging: A Review , 2014, International journal of molecular sciences.

[145]  Paul Beard,et al.  Rapid volumetric photoacoustic tomographic imaging with a Fabry-Perot ultrasound sensor depicts peripheral arteries and microvascular vasomotor responses to thermal stimuli , 2017, European Radiology.

[146]  Vasilis Ntziachristos,et al.  Implications of Ultrasound Frequency in Optoacoustic Mesoscopy of the Skin , 2015, IEEE Transactions on Medical Imaging.

[147]  Xosé Luís Deán-Ben,et al.  Combined Pulse-Echo Ultrasound and Multispectral Optoacoustic Tomography With a Multi-Segment Detector Array , 2017, IEEE Transactions on Medical Imaging.

[148]  V. Ntziachristos,et al.  Molecular imaging by means of multispectral optoacoustic tomography (MSOT). , 2010, Chemical reviews.

[149]  Vasilis Ntziachristos,et al.  Non-invasive carotid imaging using optoacoustic tomography. , 2012, Optics express.

[150]  A. Jemal,et al.  Global cancer statistics 2018: GLOBOCAN estimates of incidence and mortality worldwide for 36 cancers in 185 countries , 2018, CA: a cancer journal for clinicians.

[151]  Neal C. Burton,et al.  Multispectral Optoacoustic Tomography in Assessment of Breast Tumor Margins During Breast‐Conserving Surgery: A First‐in‐human Case Study , 2018, Clinical breast cancer.

[152]  K. Geisinger,et al.  Intraoperative evaluation of lumpectomy margins by imprint cytology with histologic correlation: a community hospital experience. , 2002, Archives of pathology & laboratory medicine.

[153]  Wiendelt Steenbergen,et al.  Detection of Melanoma Metastases in Resected Human Lymph Nodes by Noninvasive Multispectral Photoacoustic Imaging , 2014, Int. J. Biomed. Imaging.

[154]  P. Cochat,et al.  Et al , 2008, Archives de pediatrie : organe officiel de la Societe francaise de pediatrie.

[155]  F. M. van den Engh,et al.  Initial results of in vivo non-invasive cancer imaging in the human breast using near-infrared photoacoustics. , 2007, Optics express.

[156]  K. Togashi,et al.  Visualization of tumor-related blood vessels in human breast by photoacoustic imaging system with a hemispherical detector array , 2017, Scientific Reports.

[157]  Markus Rudin,et al.  Automated registration of magnetic resonance imaging and optoacoustic tomography data for experimental studies , 2019, Neurophotonics.

[158]  Molly Brewer,et al.  Potential role of coregistered photoacoustic and ultrasound imaging in ovarian cancer detection and characterization. , 2011, Translational oncology.