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machine learning classifier  (Indica Labs)

 
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    Indica Labs machine learning classifier
    Machine Learning Classifier, supplied by Indica Labs, used in various techniques. Bioz Stars score: 86/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
    https://www.bioz.com/product/machine+learning+classifiers/algorithm+deep+learning/pmc12484868-337-1-8
    Average 86 stars, based on 1 article reviews
    machine learning classifier - by Bioz Stars, 2026-09
    86/100 stars

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    Related Articles

    other:

    Article Title: Tumor immune dynamics and long-term clinical outcome of stage IIIA NSCLC patients treated with neoadjuvant chemoimmunotherapy
    Article Snippet: A machine-learning classifier was trained in HALO v3.4 (Indica Labs) to segment invasive tumor regions and quantify immune cell infiltrates in epithelial and stromal compartments.

    Article Title: Elucidating molecularly stratified single agent, and combination, therapeutic strategies targeting MCL1 for lethal prostate cancer.
    Article Snippet: In addition, a pathologist-supervised machine learning algorithm (HALO AI, Indica Labs) was trained to calculate cytoplasmic MCL1 protein levels in patient samples.

    Article Title: Unraveling the role of stromal disruption in aggressive breast cancer etiology and outcomes
    Article Snippet: Machine learning-based random forest algorithms (Halo, Indica Labs, Albuquerque, NM) were developed and optimized for the image analysis of normal, benign, and malignant breast tissues.

    Article Title: Unraveling the role of stromal disruption in aggressive breast cancer etiology and outcomes
    Article Snippet: 37-40 In general, digitized whole slide images (WSIs) were analyzed using optimized machine-learning scripts based on the Halo random forest algorithm (Indica Labs, Albuquerque, NM).

    In Situ Hybridization:

    Article Title: A rhesus macaque model of congenital cytomegalovirus infection reveals a spectrum of vertical transmission outcomes.
    Article Snippet: Slides were digitally imaged at 40X with a Hamamatsu NanoZoomer360. .. CMV ISH positive cells were counted using a deep learning algorithm (HALO AI, Indica Labs) trained and then manually checked for accuracy by a pathologist. ..

    Article Title: A rhesus macaque model of congenital cytomegalovirus infection reveals a spectrum of vertical transmission outcomes
    Article Snippet: Slides were digitally imaged at 40X with a Hamamatsu NanoZoomer360. .. CMV ISH positive cells were counted using a deep learning algorithm (HALO AI, Indica Labs) trained and then manually checked for accuracy by a pathologist. ..



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