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PhD researcher at Cell Migration Lab, Åbo Akademi, Turku, Finland 🇫🇮 cellmig.org
Iván Hidalgo-Cenalmor







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📍Arrived in Finland🇫🇮 together with @henriqueslab.bsky.social for the @sigridjuselius.bsky.social symposium AI Transforming Life Sciences and Medicine🤖💻🧬🩺 What an honour to share the program with the best! 👾🔬🌈🧫 ... and a true excitement to do it as a PI at #NIMSB for the 1st time!💙
2d
Estibaliz Gómez de Mariscal, PhD
Currently learning and focusing on the bio part of my bioinformatics PhD! 🧑‍🔬🧑‍💻
12d
🚨Our preprint on DL for single-image super-resolution in microscopy is out!🌟 sl1nk.com/p62yedg Our benchmark recaps an adventure of learning and questioning with @ivanhcenalmor.bsky.social & @iarganda.eurosky.social 🌟 how to objectively assess SISR models & ease the choice for their use in👉 biology🔬
1mo
🎉 The new #SDB Merch Store is officially LIVE! 👕🧢☕ Grab your favorite SDB gear including t-shirts, sweatshirts, caps, mugs & more ✨ 🛍️ Visit the store via the SDB homepage or shop directly here: sdb-official-merch.printify.me Show off your dev bio pride 🔬🧬🐟 #DevelopmentalBiology
The legendary @guijacquemet.bsky.social at Sigrid Juselius #AI Symposium. "I'm a cell biologist", but then 1/3 of the talk went to mechanistic cell biology, 1/3 algorithmic technology development and 1/3 AI. Gonna get him a decaf... (legend says he's also coming up soon with adaptive microscopy)
🔬🚀 Preprint update for #VLab4Mic - our super-resolution experiments virtual simulation system. Now installs as one-click desktop app: no Python, no setup, thanks to the magic of the @guijacquemet.bsky.social's lab #LabConstrictor packaging engine www.biorxiv.org/content/10.64898/2026.06.02.729521v2
We are very pleased to announce Dr Ignacio Arganda-Carreras @iarganda.eurosky.social as winner of the RMS Award for Data Analysis in Imaging (DAIM) 🙂 🔬 Read more about Ignacio's achievements: www.rms.org.uk/resource/dr-...
Iván Hidalgo-Cenalmor
22d
21h
1d
24d
Estibaliz Gómez de Mariscal, PhD
Video
Video
Society for Developmental Biology
Ricardo Henriques
Ricardo Henriques
I'm very happy to announce that the "From Postdoc to PI Session" will be sponsored by the @biologists.bsky.social and we will be offering a $$ Prize to the best talk, so now a twofer reason to apply! www.germanfishmeeting.org/from-postoc-... Let me know if you have any question/s! 🐟
Royal Microscopical Society
28d
@gomez-mariscal.bsky.social first talk as a PI!!! Unsurprisingly, she rocked!
www.germanfishmeeting.org
From Postoc to PI Session | German Fish Meeting
22h
MadScientist
Excited to share my first PhD project: LabConstrictor 📒🐍 Have you ever created a Jupyter notebook with all your love 🫶, only for others to be unable to install it 🥲? LabConstrictor, comes to solve this! Check out how it works in the preprint 🔗 arxiv.org/abs/2603.107... or follow this thread ⬇️
Ricardo Henriques
2mo
Video
Iván Hidalgo-Cenalmor
Second and very special day at @sigridneuhauser.bsky.social #AI symposium sharing the stage with very close references @florianjug.bsky.social @henriqueslab.bsky.social @ilastik-team.bsky.social 🤩❤️
23h
Estibaliz Gómez de Mariscal, PhD
📍Arrived in Finland🇫🇮 together with @henriqueslab.bsky.social for the @sigridjuselius.bsky.social symposium AI Transforming Life Sciences and Medicine🤖💻🧬🩺 What an honour to share the program with the best! 👾🔬🌈🧫 ... and a true excitement to do it as a PI at #NIMSB for the 1st time!💙
2d
Super excited to share a project I’ve worked on since my Master’s thesis, what a journey!🚵 Finally out as a Nature Methods Stage 1 Registered Report preprint doi.org/10.6084/m9.f... We benchmark deep learning-based single-image super-resolution methods for microscopy imaging. Interested? Check out 🧵
1mo
Estibaliz Gómez de Mariscal, PhD
Iván Hidalgo-Cenalmor
Accuracy versus Perception: a Benchmark of Deep Learning Models for Single-Image Super-Resolution in Microscopy
Virtual super-resolution deep learning methods provide a powerful solution to overcome the physical and temporal constraints of microscopy imaging. Yet, assessing and choosing an ideal methodological strategy complicates their use in life sciences and creates a lack of trust in these methods. Here we propose an objective comparison of nine popular single-image super-resolution (SISR) models in a collection of publicly available microscopy datasets, including cell components like microtubules, endoplasmic reticulum, and actin, using confocal microscopy, SEM, SIM, SMLM and STED microscopy modalities for fixed and live-cell microscopy data. The proposed models will be assessed quantitatively with a collection of metrics in microscopy and computer vision, and qualitatively by experts in the field. The proposed models will be made accessible through open, user-friendly, containerised notebooks. This systematic assessment of SISR approaches will provide a more comprehensive understanding of these methods' performance and contribute to standardising SISR methods in microscopy.
doi.org