A Study on the Adequacy of Common IQA Measures for Medical Images. - Anna Breger; Clemens Karner; Ian Selby; Janek Gröhl; Sören Dittmer; Edward Lilley; Judith Babar; Jake Beckford; Thomas R. Else; Timothy J. Sadler; Shahab Shahipasand; Arthikkaa Thavakumar; et al. (MICAD, 2024)

Distribution-informed and wavelength-flexible data-driven photoacoustic oximetry. - Janek Gröhl; Kylie Yeung; Kevin Gu; Thomas R. Else; Monika Golinska; Ellie V. Bunce; Lina Hacker; Sarah E. Bohndiek (CoRR, 2024)

PATATO: a Python photoacoustic tomography analysis toolkit. - Thomas R. Else; Janek Gröhl; Lina Hacker; Sarah E. Bohndiek (J. Open Source Softw., 2024)

Moving Beyond Simulation: Data-Driven Quantitative Photoacoustic Imaging Using Tissue-Mimicking Phantoms. - Janek Gröhl; Thomas R. Else; Lina Hacker; Ellie V. Bunce; Paul W. Sweeney; Sarah E. Bohndiek (IEEE Trans. Medical Imaging, 2024)

Parameter Choices in Haarpsi for IQA with Medical Images. - Clemens Karner; Janek Gröhl; Ian Selby; Judith Babar; Jake Beckford; Thomas R. Else; Timothy J. Sadler; Shahab Shahipasand; Arthikkaa Thavakumar; Michael Roberts; James H. F. Rudd; Carola-Bibiane Schönlieb; et al. (ISBI, 2025)

Digital twins enable full-reference quality assessment of photoacoustic image reconstructions. - Janek Gröhl; Leonid Kunyansky; Jenni Poimala; Thomas R. Else; Francesca Di Cecio; Sarah E. Bohndiek; Ben T. Cox; Andreas Hauptmann (CoRR, 2025)

PhotIQA: A photoacoustic image data set with image quality ratings. - Anna Breger; Janek Gröhl; Clemens Karner; Thomas R. Else; Ian Selby; Jonathan R. Weir-McCall; Carola-Bibiane Schönlieb (CoRR, 2025)