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Description
Found some medical/healthcare models, haven't run any yet. open for discussion which one to be added to singa-auto:
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MobileNet: Detect 7 classes of skin cancer lesions using MobileNet Model with TF
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ResNet50: Detect 7 classes of skin cancer lesions using ResNet50 Model with PyTorch
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ReSimNet: Drug Response Similarity Prediction using Siamese Neural Networks
( input two chemical compounds and predicts the CMap score of the two compounds which we use to measure the transcriptional response similarity of the two compounds) -
Efficient-net: Detect blindness using Efficient-net model & kaggle’s aptos2019 dataset
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MLPClassifier: Preduct Diabetic-Readmission using MLPClassifier
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LSTM: Video Gesture Analysis for Autism Spectrum Disorder Detection - attention based LSTM to classify autistic kids from the kinematics of motion
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ASD-DiagNet: use ASD-DiagNet framework for classifying subjects with ASD from healthy subjects by using fMRI data
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deepCNN: Detecting Skin Cancer using deep CNN