Search Results for author: Neil Deshmukh

Found 3 papers, 0 papers with code

Semi-Supervised Natural Language Approach for Fine-Grained Classification of Medical Reports

no code implementations29 Oct 2019 Neil Deshmukh, Selin Gumustop, Romane Gauriau, Varun Buch, Bradley Wright, Christopher Bridge, Ram Naidu, Katherine Andriole, Bernardo Bizzo

Although machine learning has become a powerful tool to augment doctors in clinical analysis, the immense amount of labeled data that is necessary to train supervised learning approaches burdens each development task as time and resource intensive.

General Classification Language Modelling

FD-Net with Auxiliary Time Steps: Fast Prediction of PDEs using Hessian-Free Trust-Region Methods

no code implementations28 Oct 2019 Nur Sila Gulgec, Zheng Shi, Neil Deshmukh, Shamim Pakzad, Martin Takáč

Discovering the underlying physical behavior of complex systems is a crucial, but less well-understood topic in many engineering disciplines.

Low-Cost Device Prototype for Automatic Medical Diagnosis Using Deep Learning Methods

no code implementations27 Dec 2018 Neil Deshmukh

The algorithm processes inputted symptoms, providing diagnosis and possible treatment options for common conditions.

Medical Diagnosis

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