Search Results - "Gröhl, Janek"

Deep learning for biomedical photoacoustic imaging: A review by Gröhl, Janek, Schellenberg, Melanie, Dreher, Kris, Maier-Hein, Lena

“…Photoacoustic imaging (PAI) is a promising emerging imaging modality that enables spatially resolved imaging of optical tissue properties up to several…”
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Tutorial on methods for estimation of optical absorption and scattering properties of tissue by Tao, Ran, Gröhl, Janek, Hacker, Lina, Pifferi, Antonio, Roblyer, Darren, Bohndiek, Sarah E

“…The estimation of tissue optical properties using diffuse optics has found a range of applications in disease detection, therapy monitoring, and general health…”
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Learned spectral decoloring enables photoacoustic oximetry by Gröhl, Janek, Kirchner, Thomas, Adler, Tim J., Hacker, Lina, Holzwarth, Niklas, Hernández-Aguilera, Adrián, Herrera, Mildred A., Santos, Edgar, Bohndiek, Sarah E., Maier-Hein, Lena

“…The ability of photoacoustic imaging to measure functional tissue properties, such as blood oxygenation sO 2 , enables a wide variety of possible applications…”
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Moving beyond simulation: data-driven quantitative photoacoustic imaging using tissue-mimicking phantoms by Grohl, Janek, Else, Thomas R., Hacker, Lina, Bunce, Ellie V., Sweeney, Paul W., Bohndiek, Sarah E.

“…Accurate measurement of optical absorption coefficients from photoacoustic imaging (PAI) data would enable direct mapping of molecular concentrations,…”
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A Stable Phantom Material for Optical and Acoustic Imaging by Hacker, Lina, Ivory, Aoife M, Joseph, James, Gröhl, Janek, Zeqiri, Bajram, Rajagopal, Srinath, Bohndiek, Sarah E

“…Establishing tissue-mimicking biophotonic phantom materials that provide long-term stability are imperative to enable the comparison of biomedical imaging…”
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Signed Real-Time Delay Multiply and Sum Beamforming for Multispectral Photoacoustic Imaging by Kirchner, Thomas, Sattler, Franz, Gröhl, Janek, Maier-Hein, Lena

“…Reconstruction of photoacoustic (PA) images acquired with clinical ultrasound transducers is usually performed using the Delay and Sum (DAS) beamforming…”
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Heidelberg colorectal data set for surgical data science in the sensor operating room by Maier-Hein, Lena, Wagner, Martin, Ross, Tobias, Reinke, Annika, Bodenstedt, Sebastian, Full, Peter M., Hempe, Hellena, Mindroc-Filimon, Diana, Scholz, Patrick, Tran, Thuy Nuong, Bruno, Pierangela, Kisilenko, Anna, Müller, Benjamin, Davitashvili, Tornike, Capek, Manuela, Tizabi, Minu D., Eisenmann, Matthias, Adler, Tim J., Gröhl, Janek, Schellenberg, Melanie, Seidlitz, Silvia, Lai, T. Y. Emmy, Pekdemir, Bünyamin, Roethlingshoefer, Veith, Both, Fabian, Bittel, Sebastian, Mengler, Marc, Mündermann, Lars, Apitz, Martin, Kopp-Schneider, Annette, Speidel, Stefanie, Nickel, Felix, Probst, Pascal, Kenngott, Hannes G., Müller-Stich, Beat P.

“…Image-based tracking of medical instruments is an integral part of surgical data science applications. Previous research has addressed the tasks of detecting,…”
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Confidence Estimation for Machine Learning-Based Quantitative Photoacoustics by Gröhl, Janek, Kirchner, Thomas, Adler, Tim, Maier-Hein, Lena

“…In medical applications, the accuracy and robustness of imaging methods are of crucial importance to ensure optimal patient care. While photoacoustic imaging…”
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Semantic segmentation of multispectral photoacoustic images using deep learning by Schellenberg, Melanie, Dreher, Kris K., Holzwarth, Niklas, Isensee, Fabian, Reinke, Annika, Schreck, Nicholas, Seitel, Alexander, Tizabi, Minu D., Maier-Hein, Lena, Gröhl, Janek

“…Photoacoustic (PA) imaging has the potential to revolutionize functional medical imaging in healthcare due to the valuable information on tissue physiology…”
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Photoacoustic image synthesis with generative adversarial networks by Schellenberg, Melanie, Gröhl, Janek, Dreher, Kris K., Nölke, Jan-Hinrich, Holzwarth, Niklas, Tizabi, Minu D., Seitel, Alexander, Maier-Hein, Lena

“…Photoacoustic tomography (PAT) has the potential to recover morphological and functional tissue properties with high spatial resolution. However, previous…”
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A review of a strategic roadmapping exercise to advance clinical translation of photoacoustic imaging: From current barriers to future adoption by Assi, Hisham, Cao, Rui, Castelino, Madhura, Cox, Ben, Gilbert, Fiona J, Gröhl, Janek, Gurusamy, Kurinchi, Hacker, Lina, Ivory, Aoife M, Joseph, James, Knieling, Ferdinand, Leahy, Martin J, Lilaj, Ledia, Manohar, Srirang, Meglinski, Igor, Moran, Carmel, Murray, Andrea, Oraevsky, Alexander A, Pagel, Mark D, Pramanik, Manojit, Raymond, Jason, Singh, Mithun Kuniyil Ajith, Vogt, William C, Wang, Lihong, Yang, Shufan, Members Of Ipasc, Bohndiek, Sarah E

“…Photoacoustic imaging (PAI), also referred to as optoacoustic imaging, has shown promise in early-stage clinical trials in a range of applications from…”
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The IPASC data format: A consensus data format for photoacoustic imaging by Gröhl, Janek, Hacker, Lina, Cox, Ben T., Dreher, Kris K., Morscher, Stefan, Rakotondrainibe, Avotra, Varray, François, Yip, Lawrence C.M., Vogt, William C., Bohndiek, Sarah E.

“…Photoacoustic imaging (PAI) is an emerging modality that has shown promise for improving patient management in a range of applications. Unfortunately, the…”
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Unsupervised Segmentation of 3D Microvascular Photoacoustic Images Using Deep Generative Learning by Sweeney, Paul W., Hacker, Lina, Lefebvre, Thierry L., Brown, Emma L., Gröhl, Janek, Bohndiek, Sarah E.

“…Mesoscopic photoacoustic imaging (PAI) enables label‐free visualization of vascular networks in tissues with high contrast and resolution. Segmenting these…”
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Context encoding enables machine learning-based quantitative photoacoustics by Kirchner, Thomas, Gröhl, Janek, Maier-Hein, Lena

“…Real-time monitoring of functional tissue parameters, such as local blood oxygenation, based on optical imaging could provide groundbreaking advances in the…”
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Quantification of vascular networks in photoacoustic mesoscopy by Brown, Emma L., Lefebvre, Thierry L., Sweeney, Paul W., Stolz, Bernadette J., Gröhl, Janek, Hacker, Lina, Huang, Ziqiang, Couturier, Dominique-Laurent, Harrington, Heather A., Byrne, Helen M., Bohndiek, Sarah E.

“…Mesoscopic photoacoustic imaging (PAI) enables non-invasive visualisation of tumour vasculature. The visual or semi-quantitative 2D measurements typically…”
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Tattoo tomography: Freehand 3D photoacoustic image reconstruction with an optical pattern by Holzwarth, Niklas, Schellenberg, Melanie, Gröhl, Janek, Dreher, Kris, Nölke, Jan-Hinrich, Seitel, Alexander, Tizabi, Minu D, Müller-Stich, Beat P, Maier-Hein, Lena

“…Purpose Photoacoustic tomography (PAT) is a novel imaging technique that can spatially resolve both morphological and functional tissue properties, such as…”
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Teachability of multispectral optoacoustic tomography by Li, Yi, Gröhl, Janek, Haney, Briain, Caranovic, Milenko, Lorenz‐Meyer, Eva, Papatheodorou, Nikolaos, Kempf, Julius, Regensburger, Adrian P., Nedoschill, Emmanuel, Buehler, Adrian, Siebenlist, Gregor, Lang, Werner, Uder, Michael, Neurath, Markus F., Waldner, Maximilian, Knieling, Ferdinand, Rother, Ulrich

“…To date, the appropriate training required for the reproducible operation of multispectral optoacoustic tomography (MSOT) is poorly discussed. Therefore, the…”
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Context encoding enables machine learning-based quantitative photoacoustics (Erratum) by Kirchner, Thomas, Gröhl, Janek, Maier-Hein, Lena

“…The erratum corrects an error in the published article…”
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Effects of skin tone on photoacoustic imaging and oximetry by Else, Thomas R, Hacker, Lina, Gröhl, Janek, Bunce, Ellie V, Tao, Ran, Bohndiek, Sarah E

“…Photoacoustic imaging (PAI) provides contrast based on the concentration of optical absorbers in tissue, enabling the assessment of functional physiological…”
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Distribution-informed and wavelength-flexible data-driven photoacoustic oximetry by Gröhl, Janek, Yeung, Kylie, Gu, Kevin, Else, Thomas R, Golinska, Monika, Bunce, Ellie V, Hacker, Lina, Bohndiek, Sarah E

“…Photoacoustic imaging (PAI) promises to measure spatially resolved blood oxygen saturation but suffers from a lack of accurate and robust spectral unmixing…”
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