kimia lab

The most comprehensive validation of image search in. histopathology

Kimia Lab Celebrates Global and Institutional Recognition for Director @HRTizhoosh - Highest ranked #AI researcher at Mayo Clinic. Read: linkedin.com/pulse/mayo-cli…

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

#Pathology #Foundation #Models pose significant #safety risks. Small, imperceptible noise patterns can universally degrade the performance of pathology foundation models across datasets and architectures. URL: arxiv.org/abs/2510.16660

#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/hetero_tissue_…

Why #foundation #models in #pathology are failing? -------- Great exchange with collegaues at The 18th International Symposium on Translational Research in #Oncology, Sept 24th-26th 2025, #Dublin, Ireland. @CCRTIreland @DCU

Core Ideas in Artificial Intelligence: From Perceptron to Transformers URL: youtube.com/watch?v=jLzaeJ… Speaker: @HRTizhoosh - Invited Talk Location: University of Minnesota, MN #Neuron, #Perceptron, #MLP, #Autoencoder, #CNN, #Attention, #Transformer, #GenerativeAI

"AI Trust Issues, Challenges, and Multimodal Insights in Pathology" Podcast: digitalpathologyplace.com/podcast/ai-tru… YouTube: youtube.com/watch?v=P3vwZg…

It turns out cotton candy does not satisfy your hunger, gives you diabetes, and is ridiculously expensive. Great study by Nita Mulliqi et al. Paper: arxiv.org/abs/2502.21264 #AI #foundationmodels #pathology

Just published: Validation of histopathology foundation models through whole slide image retrieval (23 organs, 117 cancer subtypes) URL: nature.com/articles/s4159… #AI #Pathology #Histopathology #DeepLearning #FoundationModels #Image #Search #Retrieval

Researchers have pioneered an AI tool, called OmicsFootPrint, that helps convert complex biological data into two-dimensional circular images. This may provide a new way to visualize patterns in diseases that can guide personalized therapies. Learn more: mayocl.in/40ohECX

Who can build foundation models? #AI #ethics #LLMs #foundationmodels #deeplearning linkedin.com/pulse/who-can-…

Have you heard of FROG? Dr. Wenchao Han will guide you through the innovative unsupervised deep learning framework that's transforming immunohistochemistry analysis. 📆 Nov 4, 2024 🕚 3:55-4:15pm et bit.ly/4ddSyKs #AIinPathology #IHCQuantification #PathVisions24

#CurrentIssue Sequential Patching Lattice for Image Classification and Enquiry: Streamlining Digital Pathology Image Processing Authors from Department of Artificial Intelligence and Informatics, Mayo Clinic Read full text: loom.ly/V7_6D5g

Just got accepted for publication in Nucleic Acids Research: OmicsFootPrint: a framework to integrate and interpret multi-omics data using circular images and deep neural networks PubMed: lnkd.in/g4sX6R5C bioRxiv: lnkd.in/g-maS-qr #AI #deeplearning #omics #cancer

Validating Foundation Models for Image Search in Histopathology URL: arxiv.org/abs/2409.04631 #Pathology #Histopathology #Histology #DeepLearning #FoundationModel #UNI #Virchow #GigaPath #Search #Retrieval #Image #TCGA

Tuesday Sep 3, 2024, 1pm, Hyatt Regency Chicago A tutorial on #AI as part of "Deep-Dive Workshop: Artificial Intelligence and Machine Learning for Anatomic #Pathology and Lab Medicine" ASCP 2024 Annual Meeting, September 3-6 | Chicago URL: ascp.org/annualmeeting/…

How to normalize immune cell sequences to be processed by LLMs

SPLICE - Streamlining #Digital #Pathology #Image Processing. A new #unsupervised algorithm for #patching WSIs; URL: ajp.amjpathol.org/article/S0002-… Code: github.com/KimiaLabMayo/S… #WholeSlideImage #WSI #DigitalPathology #Patching #Tiling #Patch #Tile

"Walking the Talk: Validating AI for Precision Medicine with Clinical Trials" Keynote by Dr. Anant Madabhushi July 8, 2024, 1pm - Hilton, Rochester, MN URL: ai-summit.com