
Mariana G Ferreira
@m_g_ferreira
ID: 1191610928
18-02-2013 00:47:30
83 Tweet
83 Followers
101 Following

The very fantastic AI4Life Team pre-Single Molecule Localization Microscopy Symposium workshop🔥finished with tones of highlights on #tracking #diffussion_stimation #pointcloudanalysis #standardisedAI and of course, the unsolved bi-loved actinµtubules😍 I can only say THANK YOU to all the participants!🙏😎


Couldn't have been possible without great speakers @guijacquemet Arrate Munoz Barrutia אלון שגיא, heroes Iván Hidalgo Cenalmor Mariana G Ferreira and Ines Geraldes who kept the energy + shoulder up 🦸♀️🦹♀️🧝♀️ AI4Life Team support and of course, one of the masterminds of this week Ricardo Henriques



Kicking off day 1 of the Intro to Python Euro-BioImaging ERIC Distributed Training Course with some live coding from Rafael Camacho 😎 #EuBIIntroToPython


Let's go for Day 2 of the eRImote Euro-BioImaging ERIC distributed python course! Today's lesson on image segmentation and feature extraction is by France-BioImaging Research Infrastructure with Marvin Albert and Marie Anselmet 💻 Hosted in Lisbon by the GIMM Foundation Oeiras node.


Euro-BioImaging ERIC thank you for the learning opportunity. The Python for Bioimage Analysis course has been a very enriching experience!


Euro-BioImaging ERIC eRImote Jean-Yves Tinevez Rafael Camacho ...actual experts on our side are Mariana G Ferreira Bruno Saraiva Nuno Pimpão Martins Tiago Paixao doing an amazing job! Today #MachineLearning on #bioimage analysis & to show how much "greener" these distributed format courses are, here's a nice gift from Romana Yáñez. Thx Euro-BioImaging ERIC!


Yay! Mariana G Ferreira submitted!🙌🥳 ⚖️📐📸📊🔬

🚨Our most recent work at Ricardo Henriques on how you can ⚖️ and push🫸#microscopyimaging and #AI-method's accuracy is out!!!🤓👇 Did you know that such high resolutions are not always the best way to go? Mariana G Ferreira tells you more😌

🎉Congratulations to our researchers Mariana G Ferreira and Estibaliz Gómez de Mariscal, PhD for their #ReScale4DL work available on pre-print at bioRxiv.🧐 Find out how down-sampling data can improve your high-resolution imaging at biorxiv.org/content/10.110… #BioImageAnalysis #Deeplearning #DL


Ricardo Henriques Mariana G Ferreira "Are you sure you won't lose details for the segmentation?" This was a key detonating🧨question with Ricardo Henriques while planning yet another round of experiments to train our models, and realizing that resolution can usually be reduced by orders of magnitude🧐💡

Ricardo Henriques Mariana G Ferreira Numbers are nicer to discuss, so together with Bruno Saraiva and Mariana G Ferreira, we ran the experiments and voilà!😎There exists a bilinear relationship between models' accuracy and image resolution, meaning that a better optimisation is possible from acquisition👉#ReScale4DL🔬


Following the release of Mariana G Ferreira and Estibaliz Gómez de Mariscal, PhD #ReScale4DL work, Estibaliz shared her view on "FAIR and high-quality AI-ready data for bioimage analysis" on the 4-part AI4Life Team webinar series in collab with GloBIAS✍Catch the next one at bit.ly/registration-g…


Why do lower-resolution images sometimes yield better results in deep learning for bioimaging analyses? 🤔📉 Mariana G Ferreira new preprint on #ReScale4DL explores this paradox and introduces optimal resolution design! Estibaliz Gómez de Mariscal, PhD brainchild🧑🔬✨ Check it biorxiv.org/content/10.110…
