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"Development of Deep Ensembles to Screen for Autism and Symptom Severity Using Retinal Photographs" (2023) https://jamanetwork.com/journals/jamanetworkopen/full
by westurner 2y ago
"Development of Deep Ensembles to Screen for Autism and Symptom Severity Using Retinal Photographs" (2023)
https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2812964 https://jamanetwork.com/journals/jamanetworkopen/fullarticle... ; 100% accuracy where a recently-published best method with charts is 80% accurate: "Machine Learning Prediction of Autism Spectrum Disorder from a Minimal Set of Medical and Background Information" (2024) https://jamanetwork.com/journals/jamanetworkopen/fullarticle/2822394 https://jamanetwork.com/journals/jamanetworkopen/fullarticle... https://github.com/Tammimies-Lab/ASD_Prediction_ML_Rajagopalan https://github.com/Tammimies-Lab/ASD_Prediction_ML_Rajagopal...
I don't think any of the medical imaging NN training projects have similar colorspace analysis.