Paul Sweeney
@pw_sweeney
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Senior Research Associate @BohndiekLab @CRUK_CI | College Research Associate @stjohnscam | Biophysics & Deep Learning
Cambridge, United Kingdom
Joined September 2013
🚨 New paper alert! Novel targeted protein degradation technology 🧠 . A massive congratulations to Lauren VC Miller & .@guipap_ in inventing the technology at the height of #covid and persevering to publish in @CellCellPress . Honoured contribute towards the effort 🙏🤡#AI.
Super excited to share our latest paper on a novel targeted protein degradation technology, now out in @CellCellPress. We introduce RING-Bait technology, an innovative approach to selectively target and degrade intracellular protein aggregates (1/7)
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🎉 A big thank you to my co-authors for their contributions! Lina Hacker @thierleft @EmmaBrown2JQ @jgroehl @SarahBohndiek @Bohndiek_Lab 🤘.
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🚀By reducing the reliance on manual labelling, VAN-GAN lowers the barrier to entry for high-quality blood vessel segmentation, leading to more robust and consistent characterisation of vascular structures.
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📊 VAN-GAN outperforms conventional methods, demonstrating high accuracy and robustness across diverse datasets, including patient-derived breast cancer models and clinical angiograms.
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💡 Enter VAN-GAN: our Vessel Segmentation Generative Adversarial Network! This unsupervised deep learning model removes the reliance on human-annotated labels by leveraging synthetic data to segment vasculature from 3D PAI images. #DeepLearning #AI
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🔬 Mesoscopic photoacoustic imaging (PAI) provides 3D high-resolution images of vascular networks in tissues. The challenge? Accurately segmenting these networks without manual annotations. #ImagingScience #PAI #Photoacoustics.
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🆕📢 Excited to share our latest research published in @AdvSciNews on unsupervised #segmentation of 3D microvascular photoacoustic images using deep #generative learning! Check it out:
advanced.onlinelibrary.wiley.com
This study introduces VAN-GAN, an unsupervised deep learning model for 3D vascular network segmentation in mesoscopic photoacoustic imaging. By integrating synthetic blood vessel networks and...
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RT @david_rolnick: What drives innovation in machine learning?. In a new paper, we argue that application-driven work is systemically under….
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Best thing I’ve read all year
inews.co.uk
The Gardeners' World presenter is a very old-fashioned version of the modern man
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Excited to share my latest preprint on #segmentation of 3D vascular networks using unsupervised #deeplearning! . Check it out now: #vasculature #imaging #photoacoustics #ML #research #academicpublishing.
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RT @SarahBohndiek: New #job alert in the @BohndiekLab! If you enjoy #imaging and #analysis then this is the role of you - a rich bank of #d….
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Super cool talk from @natalieholroyd1 on generalisable vascular segmentation. Give Natalie your data!! #CBIAS2022.
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RT @SarahBohndiek: Love #spectroscopy? Passionate about #optics in #cancer research? Look no further! We have a new #postdoc vacancy to usi….
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The devastating moment in the Cambridge Cardboard Boat Race when CRUKen was taken out by @Selwyn1882 🥲 @CRUK_CI
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RT @SarahBohndiek: New #postdoc position available. We're looking for a #biophotonics enthusiast to join the @BohndiekLab endoscopy team, p….
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RT @haharrington: Please share this solidarity list for mathematical researchers from Ukraine. Our Oxford @OxUniMaths Center for TDA can ho….
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“The sight of a khaki-clad Volodymyr Zelenskiy signing Ukraine’s request to join the EU, even as Russian forces approached, demonstrated again that for Europeans, the EU has always been about safety and peace.” 🇪🇺🇺🇦.
History is breaking into a gallop -- in ways that spell long term trouble for Putin and Putinism. Latest column .
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RT @SarahBohndiek: Want to watch #metabolism in intact living cells? Come and join us to advance the state-of-the-art in #Raman #spectrosco….
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