Sep 2026· Physics in Medicine and Biology· 0 citations
Medicine
Abstract
The ability to cyropreserve biological samples is essential for facilitating biomedical research, but current methods do not scale beyond cells. Cryopreservation by vitrification holds promise for extending this practice to tissues and potentially whole organs, but a key step -loading cryoprotectant chemicals -is not well understood in-situ, leading to inconsistent and poor recovery. Insufficient cryoprotectant loading may lead to freezing, precluding successful recovery while over-loading results in chemical toxicity. Despite the importance of this step, existing in-situ measurements of cryoprotectant permeation remain largely unvalidated and do not resolve individual cryoprotectant concentrations. We demonstrate photon counting multi-spectral X-ray computed tomography for non-invasively quantifying the spatiotemporal distribution of cryoprotectants diffusing into a hydrogel tissue-surrogate phantom and develop a photon-energy bin selection algorithm that achieves sensitivity to low-contrast cryoprotectants without contrast agents or fluorescence edges. Validating the technique with a dimethyl sulfoxide-glycerol-water solution, we resolve cryoprotectant volume fractions to within 5% accuracy and observe heterogeneous diffusion of the cryoprotectants, a phenomenon not observable with energy-integrating X-ray CT techniques currently standard in cryoprotectant perfusion experiments. These advancements provide the quantitative information needed for rational design of cryoprotectant loading protocols and validation of multi-component permeation models. Additionally, multi-spectral X-ray CT (MSCT) can be integrated into cryopreservation workflows to assess cryoprotectant loading success before vitrification with the goal of improving recovery outcomes.
This publication proposes a definition and a classification of agile software development approaches and analyses ten software development methods that can be characterized as being "agile" against the defined criterion.
P. Abrahamsson, O. Salo, Jussi Ronkainen et al.· arXiv.org· 727 citations· ⚡54
The study shows that agile practices improve both informal and formal communication, but indicates that, in larger development situations involving multiple external stakeholders, a mismatch of adequate communication mechanisms can sometimes even hinder the communication.
M. Pikkarainen, Jukka Haikara, O. Salo et al.· Empirical Software Engineeri...· 401 citations· ⚡48
The results indicate that software engineering work practices are chosen opportunistically, adapted and configured to provide value under the constrains imposed by the startup context.
Nicolò Paternoster, Carmine Giardino, M. Unterkalmsteiner et al.· Information and Software Tec...· 394 citations· ⚡54
The perception of the impact of agile methods is predominantly positive, and several challenge areas were discovered, but based on this study, agile methods are here to stay.
M. Laanti, O. Salo, P. Abrahamsson· Information and Software Tec...· 260 citations· ⚡20
AI is making software generation faster, but speed does not remove the need for expertise. As more work is delegated to AI, tacit knowledge may become one of the most important human advantages in software engineering. The post Beyond Prompt Engineering: The Role of Tacit Knowledge in Software Engineering appeared first on GPT-Lab.
MIT News · Artificial Intelligence· news.mit.eduSep 9, 2026
A weeklong summer workshop brought higher education faculty to campus to explore how AI and machine learning materials can be adapted for their classrooms.
MIT News · Artificial Intelligence· news.mit.eduSep 2, 2026
What if pathology foundation models could do more with less? GigaPath-Flash and GigaTIME-Flash cut computational demands while maintaining strong performance, opening the door to larger studies and broader exploration. The post GigaPath-Flash and GigaTIME-Flash: Toward population-scale discovery with efficient pathology foundation models appeared first on Microsoft Research.
We use cookies to run the site and, with your consent, for analytics and to show ads.
See our Cookie Policy.