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Neil Deshmukh's Projects

semi-supervised-nlp-for-medreport-classification icon semi-supervised-nlp-for-medreport-classification

NLP pipeline with a semi-supervised LSTM model, to automate fine-grained medical report classification and cohort generation with a small training set. Work conducted at MGH & BWH Center for Clinical Data Science.

siaception icon siaception

Development of few-shot learning tool for a variety of image classes, utitilizing features extracted from ConvNets.

speech2symptom icon speech2symptom

This is a repo for Part 2 of my 2019 Project | Symptom Identification from Spoken Descriptions: End-to-End Neural Network Feature Extraction

stock-prediction-models icon stock-prediction-models

Gathers machine learning and deep learning models for Stock forecasting including trading bots and simulations

survsuperlearner icon survsuperlearner

Super learning of conditional survival functions with right-censored time-to-event outcomes in discrete or continuous time.

wave2disease icon wave2disease

This is a repo for Part 3 of my 2019 Project | Disease Identification from Waveform ECG Data: End-to-End Myocardial Anomaly Detection

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