Publication

Abstract: The integration of Machine Learning (ML) with super-resolution microscopy represents a transformative advancement in biomedical research. Recent advances in ML, particularly deep learning (DL), have significantly enhanced image processing tasks, such as denoising and reconstruction. This...

Ward EN, McClelland RM, Lamb JR, Rubio-Sánchez R, Christensen CN, Mazumder B, Kapsiani S, Mascheroni L, Di Michele L, Kaminski Schierle GS, and Kaminski CF. "Fast, multicolour optical sectioning over extended fields of view with patterned illumination and machine learning". Biomed. Optics Express...

Scheeder A, Brockhoff M, Ward EN, Kaminski Schierle GS, Mela I, and Kaminski CF. "Molecular Mechanisms of Cationic Fusogenic Liposome Interactions with Bacterial Envelopes" J. Am. Chem. Soc ., 145:51 pp 28240–28250 (2023) DOI Although fusogenic liposomes offer a promising approach for the delivery...

Ward EN, Hecker L, Christensen CN, Lamb JR, Lu M, Mascheroni L, Chung CE, Wang A, Rowlands CJ, Kaminski Schierle GS, Kaminski CF. "MAI-SIM: interferometric multicolor structured illumination microscopy for everybody" arXiv: 2206.00532v1 (2022) DOI Abstract: Sub-diffraction resolution, gentle sample...

Stephens AD, Nespovitaya N, Zacharopoulou M, et al. "Different Structural Conformers of Monomeric α-Synuclein Identified after Lyophilizing and Freezing." Anal. Chem. (2018), 90(11):6975–6983 Abstract Understanding the mechanisms behind amyloid protein aggregation in diseases, such as Parkinson’s...

Moghadam PZ, Islamoglu T, Goswami S, et al. "Computer-aided discovery of a metal-organic framework with superior oxygen uptake." Nat. Commun. (2018), 9(1) pdf Abstract Current advances in materials science have resulted in the rapid emergence of thousands of functional adsorbent materials in recent...

Rowlands CJ, Ströhl F, Ramirez PPV, Scherer KM & Kaminski CF. "Flat-Field Super-Resolution Localization Microscopy with a Low-Cost Refractive Beam-Shaping Element." Sci. Rep (2018), 8(1):5630. Abstract Super-resolution single-molecule localization microscopy, often referred to as PALM/STORM...

Boott CE, Leitao EM, Hayward DW, et al. "Probing the Growth Kinetics for the Formation of Uniform 1D Block Copolymer Nanoparticles by Living Crystallization-Driven Self-Assembly." ACS Nano . (2018), 12(9):8920–8933. Abstract Living crystallization-driven self-assembly (CDSA) is a seeded growth...

Lu M, Banetta L, Young LJ, et al. " Live-cell super-resolution microscopy reveals a primary role for diffusion in polyglutamine-driven aggresome assembly." J. Biol. Chem. (2018), jbc-RA118.003500 Abstract The mechanisms leading to self-assembly of misfolded proteins into amyloid aggregates have...

Manton JD, Ströhl F, Fiolka R, Kaminski CF, Rees EJ. "Structured illumination microscopy with extended axial resolution through mirrored illumination." arXiv Preprint . (2018) arXiv1810.04590 Abstract Wide-field fluorescence microscopy, while much faster than confocal microscopy, suffers from a...