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kimia lab

@KIMIA_Lab

KIMIA Lab (Laboratory for Knowledge Inference in Medical Image Analysis) is a machine learning and computer vision research group at Mayo Clinic

 Rochester, MN
tizhoosh.com/labs/
Joined February 2017
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Kimia Lab Celebrates Global and Institutional Recognition for Director @HRTizhoosh - Highest ranked #AI researcher at Mayo Clinic. Read: linkedin.com/pulse/mayo-clin…
Dr. Tizhoosh represents Mayo Clinic’s sole formal presence in foundational AI science

ALT Dr. Tizhoosh represents Mayo Clinic’s sole formal presence in foundational AI science

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Significant safety risk of pathology foundation models. the paper demonstrates that foundation models are uniquely vulnerable because of their scale, shared architectures (especially ViTs), and representational uniformity across models. URL: arxiv.org/abs/2510.16660 #AI #pathology
Image from kimia lab (@KIMIA_Lab)
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#NeurIPS2025 Submission Accepted. HeteroTissue-Diffuse generates synthetic #tissue images with realistic heterogeneous compositions that are indistinguishable from real patient biopsies. Preprint: arxiv.org/abs/2509.17847 Project: kimialabmayo.github.io/heter…
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Core Ideas in Artificial Intelligence: From Perceptron to Transformers URL: youtube.com/watch?v=jLzaeJ60… Speaker: @HRTizhoosh - Invited Talk Location: University of Minnesota, MN #Neuron, #Perceptron, #MLP, #Autoencoder, #CNN, #Attention, #Transformer, #GenerativeAI
Core Ideas in Artificial Intelligence: From Perceptron to Transformers

ALT Core Ideas in Artificial Intelligence: From Perceptron to Transformers

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SPLICE - Streamlining #Digital #Pathology #Image Processing. A new #unsupervised algorithm for #patching WSIs; URL: ajp.amjpathol.org/article/S0… Code: github.com/KimiaLabMayo/SPLI… #WholeSlideImage #WSI #DigitalPathology #Patching #Tiling #Patch #Tile
SPLICE - Streamlining #Digital #Pathology #Image Processing. A new #unsupervised algorithm for #patching WSIs;

ALT SPLICE - Streamlining #Digital #Pathology #Image Processing. A new #unsupervised algorithm for #patching WSIs;

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Talk: Image Search in Histopathology - The Past, Present, and the Path Forward URL: pathologyinformatics.org/pi-… #Ai #Pathology #histology #histopathology #image #search #retrieval @HRTizhoosh
Image Search in Histopathology & Histology

ALT Image Search in Histopathology & Histology

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The 2024 Pathology Informatics Summit URL: pathologyinformatics.org/pi-…
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Just published: On image search in histopathology @HRTizhoosh @PathPro URL: sciencedirect.com/science/ar… #image #search #foundationmodels #AI #deeplearning #pathology #histology #histopathology #retrieval #generativeAI
#image #search #foundationmodels #AI #deeplearning #pathology #histology #histopathology #retrieval #generativeAI

ALT #image #search #foundationmodels #AI #deeplearning #pathology #histology #histopathology #retrieval #generativeAI

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The codebase for our #CVPR2024 paper and the recently published paper at Mayo Clinic Proceedings - Digital Health are now on GitHub enabling #AI model validation and promote discussion within the #histopathology research community. GitHub: kimialabmayo.github.io/PathD…
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We will present our most recent work at #CVPR2024: "Rotation-Agnostic Image Representation Learning for Digital Pathology" Preprint: arxiv.org/pdf/2311.08359.pdf #histopathology #AI #selfsupervision #WSI #deeplearning
PathDINO is a self-supervised deep network trained using TCGA histopathology & histology images

ALT PathDINO is a self-supervised deep network trained using TCGA histopathology & histology images

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