Kevin Tsia
@kevin_tsia
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Professor, also a runner, retired violinist @HKUniversity diving into #microscopy #cytometry #singlecellanalysis #microfluidics.
Hong Kong
Joined March 2015
Accelerate real-time cell morphological analysis - pushing everything everywhere all at once! ๐จ๐๐ป *Real-time cell image acquisition + segmentation @10GB/s using FPGA (see top left) *Real-time (subsampled) DL image classification (green vs yellow cell states) on RTX 4090 GPU (1000โs cells/sec) *Real-time data visualization of morphological descriptors (cell size & textures) sync with DL step. Petabyte single-cell image data analytics is not impossible - but needs much bigger effort on data managementโฆโฆ. This is an on-going effort extended from our #FACED imaging cytometry platform:
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Excited to be part of it ! Looking forward to learning more from others !! #LMRL2025 @iclr_conf
๐ Exciting speaker lineup for #LMRL2025 @ICLR_Conf! Welcoming 5 incredible researchers shaping the future of meaningful AIxBio representations: ๐นFaisal Mahmood @AI4Pathology ๐นYixin Wang @YixinWang_ ๐นAlex Rives @AlexRives ๐นJuan Caicedo @JCCaicedo ๐นKevin Tsia @Kevin_Tsia ๐งต
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RT @KristinaUlicna: ๐ Exciting speaker lineup for #LMRL2025 @ICLR_Conf! Welcoming 5 incredible researchers shaping the future of meaningfulโฆ
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@RongFan8 @TheMarkFdn @Cure_FL @MinaXu7 @coraline_mly @YaleBme @yalepathology @YaleMed @YaleEngineering Congrats !!! Rong๐๐
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RT @naturemethods: Out today from the Neal lab! An optical pooled cell profiling platform (PERISCOPE) based on Cell Painting and optical seโฆ
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RT @lunacnrisasi: Thank you Prof. Tsia for your wonderful talk at DICMaPI , UNINA!! @kevin_tsia #unina
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RT @loicaroyer: ๐จBig news! Five years in the making, our Zebrahub paper is now published in #Cell ๐. Weโve built a timecourse atlas of zebrโฆ
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RT @Merlin_Lange: Thrilled to share our new "Zebrahub-Multiome: Uncovering Gene Regulatory Network Dynamics During Zebrafish Embryogenesis"โฆ
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RT @loicaroyer: ๐ก๐งต Excited to release two #bioRxiv preprints! The first preprint is: "Zebrahub-Multiome: Uncovering Gene Regulatory Networโฆ
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@loicaroyer @JIANG_Zhou_Adam @jobragantini @napari_imaging Congrats !! And Napari is indeed great and fun tool with use !
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RT @loicaroyer: Super stoked that @jobragantini 's @napari_imaging plugin for Meta's Segment Anything Model 2: napari-sam2, as well as ourโฆ
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๐งโ๏ฟฝ๏ฟฝ๏ฟฝ๏ธ Still struggling with making sense out of all the cell images in your assays/tests? Check out ๐๐จ๐ซ๐ฉ๐ก๐จ๐๐๐ง๐ข๐ ๐ง- a computational pipeline that automates morphological profiling with robust generalizability and interpretability: ๐งโโ๏ธ๐๐ข๐ ๐ก-๐
๐ข๐๐๐ฅ๐ข๐ญ๐ฒ ๐๐ฆ๐๐ ๐ ๐๐๐๐จ๐ง๐ฌ๐ญ๐ซ๐ฎ๐๐ญ๐ข๐จ๐ง: Generates high-quality cell images, linking latent representations to interpretable morphological features. ๐งโโ๏ธ ๐๐๐ง๐๐ซ๐๐ฅ๐ข๐ณ๐๐๐ฅ๐ ๐๐ข๐ฌ๐๐ง๐ญ๐๐ง๐ ๐ฅ๐๐ฆ๐๐ง๐ญ ๐๐๐๐ซ๐ง๐ข๐ง๐ : Without retraining, it can be adopted across diverse imaging modalities(quantitative phase #QPI and fluorescence), cell formats (suspension/adherent cells), and tasks (classification, trajectory inference). ๐งโโ๏ธ ๐๐ง๐ญ๐ฎ๐ข๐ญ๐ข๐ฏ๐ ๐๐ง๐ญ๐๐ซ๐ฉ๐ซ๐๐ญ๐๐ญ๐ข๐จ๐ง: simplifies data exploration with visual latent traversal within a concise latent space (e.g., 10-dimension only) More details will follow. ๐งโโ๏ธ Preprint: Code:
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RT @deniswirtz: 3D cellular CODA maps of the fallopian tube are used to guide the design of "assembloids" that recapitulate the complex arcโฆ
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@RongFan8 @Nature @GruppSteve @carlhjune @MelenhorstLab @Tang_Lab_EPFL @Zhiliang_Bai Again! Really beautiful work with huge impact ! ๐พ
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RT @RongFan8: Also, back to back in @Nature with @Tang_Lab_EPFL to show type-2 cytokine IL4 can be administered in adoptive T cell transferโฆ
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@Zhiliang_Bai @Nature Big congrats !!! @Zhiliang_Bai - very happy for you indeed ! Super important work for CAR-T research !! ๐พ
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RT @LabonaChip: Dispersion-free #inertial focusing (DIF) for high-yield polydisperse micro-particle filtration and analysis Kelvin C. M. Lโฆ
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When I donโt care talking about my age, my whole group doesnโt care neither. โค๏ธ#groupmeeting #birthday #HappyFriday
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