@hk3lab
Joined January 2020
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#AI slipping on tiles ...
Giuseppe Jurman@Giuseppe_Jurman18 Nov 2020
Working on #datascience for #digitalpathology? #MachineLearning & #AI on #WSI? Have you crosschecked your latest top performing algorithm against #DataLeak effects? Take a look at our last paper "#AI slipping on #tiles: Data Leakage in digital pathology"!
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Out today on #arXiv, the manuscript arxiv.org/abs/1909.06539 investigates biases in #DeepLearning predictive models in binary and multiclass classification. By @nicole_bussola @viperale @leriomaggio @Giuseppe_Jurman @furlanello @mpbalab @FBKcom @hk3lab
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Featuring a new tool based on #histolab by @viperale @nicole_bussola @__pamaron__ and harmonized by @leriomaggio, strongest #Python #DataScience team!
Giuseppe Jurman@Giuseppe_Jurman18 Nov 2020
Replying to @Giuseppe_Jurman
Accepted at #AIDP2021 workshop at #ICPR2021 Examples on #GTEx (normal) and #BreaKHis (#breastcancer) H&E-stained WSIs with #ResNet and #DenseNet architectures. Also featuring pypi.org/project/histolab/ as a solution towards uncorrect tilewise splitting! Comments welcome!

histolab

Python library for Digital Pathology Image Processing

pypi.org
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Replying to @IEEEIoT
@IEEEIoT Magazine Special Issue on #IoT and #Agriculture, which I was Guest Editor for, is out! check it online comsoc.org/publications/maga…. You will also find my column "Around the World of IoT" with links to @sapience_eit here: ieeexplore.ieee.org/document…. Enjoy the reading! @FBKcom

IEEE Internet of Things Magazine | IEEE Communications Society

IEEE Internet of Things Magazine (IEEE IoTM) publishes high-quality papers on IoT technology and end-to-end IoT solutions. IEEE Internet of Things Magazine (IEEE IoTM) papers are written by and for...

comsoc.org
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Show your best in the Metagenomic Geolocation Challenge! Explore @metasub microbiome fingerprints in the context of climate data! Predict the ecological niche or origin of mystery samples! Submit by 11 May! camda.info #CAMDA2020 @ISCB @ISMBinfo #Montreal @mason_lab
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The first release candidate for UMAP 0.4 is out providing lots of new features, including performance improvements, embedding to different manifolds, inverse transform, and plotting tools.
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