IU Division of Computational Pathology

In a multi-site study led by the cancer center's Spyridon Bakas (@SpyridonBakas), PhD, researchers at @IUMedSchool aim to improve breast cancer risk prediction using privacy-preserving AI with a $3.7 million grant from @theNCI. Learn more: ow.ly/RIqB50Tn9GQ.

I presented our work on quantifying privacy in Healthcare AI at the #ITCR meeting. Huge thanks to the organizers and @theNCI for the opportunity. Find the code in gandlf.org @IUCompPath @MLCommons #ITCR2024 #FAIR #OpenScience

@feldmanm30 gave the #NCIITCR #ITCR2024 keynote on #computational #analytics meeting #clinical #requirements & shared a #progressive #vision of an integrated continuously learning health system for #Cancer #Research, based on computational #innovation & #federated #learning

Federated Learning in Healthcare tutorial at #ISBI2024 explored COFE, an ecosystem for clinical AI/ML development. @MLCommons Medical WG presented #GaNDLF, #MedPerf, & #OpenFL for secure, multi-institution AI training & evaluation. mlcommons.org/2024/08/medper… #BiomedicalImaging

You asked for it and we listened. After public demand, we're excited to be hosting FeTS 2024 🥳 Join 22 registered participants and give us your innovative aggregation algorithms! synapse.org/#!Synapse:syn5…

May the new year bring you peace, joy, and happiness. #HappyNewYear to the entire IU Community.

The zero-code Generally Nuanced #DeepLearning Framework (#GaNDLF) is featured as an Editors’ Choice Research Highlight of @Nature Communications Engineering @CommsEng! Kudos to our #software architect @SarthakPati for leading this industry-academia #OpenSource @MLCommons effort.

Following its previous success & public demand, our IU Live #Virtual #Dermatopathology Review #Course is coming up again in Jan.2024 - #education targeting residents & fellow learners. Free (with pre-registration required): iu.cloud-cme.com/course/courseo… @IUMedSchool @IU_Health #DSA

Our own @SarthakPati & @UjjwalBaid gave a hands-on tutorial to clinicians at #RSNA2023 in Chicago showcasing the Comprehensive Open Federated Ecosystem (COFE). #MachineLearning from diverse data while preserving #privacy, without coding! @MLCommons, @FeTS_AI, @IUMedSchool, @RSNA

Join @DukeRadiology @RSNA #RSNA23 Nov 29 2:30 – 3:30 Evan Calabrese, MD, PhD, @ecalabr @sarthakpati @SpyridonBakas @ujjwalbaid0408 DLL17D Developing and Implementing a 3D Segmentation Model: From DICOM to Deployment

We are having the Deep Learning Lab session led by @SarthakPati, @ujjwalbaid0408, @evancalabrese starting soon at #RSNA2023. @MLCommons

🌟 Only a few weeks left to submit your tutorial proposals for #ISBI2024! Tutorials should focus on a specific topic relevant to the ISBI community. Submit your proposal by 27 November. Learn more about suggested topics and submission guidelines here: hubs.la/Q027mR9f0

I look forward to presenting our #interpretable #computational #pathology & #multimodal #MachineLearning for #glioblastoma work at #SNO2023 (#Vancouver), as well as for the latest scientific/clinical @NeuroOnc updates & catching up with colleagues & friends. 🙏 @IUMedSchool @Penn

Unsupervised clustering of morphology patterns on whole slide images guide prognostic stratification of glioblastoma patients by @SpyridonBakas @BahetiBhakti @EANOassociation #EANO2023 Spectacular advances in histology with bright future for radiopathomics #pathology #radiology

Excited to report new NOA: $3.7M 5yr grant on #Federated #MachineLearning/#AI for #BreastCancer #Risk Assessment, based on the largest multi-site & diverse data ever reported, while developing #opensource privacy-preservation tools @NIH @theNCI #NCIITCR @NCIDataSci @IUMedSchool

The Department of Pathology is launching a new Division of Computational Pathology and a Research Center for Federated Learning in Precision Medicine: bit.ly/3LaLzqn