no code implementations • 30 May 2024 • Franz Louis Cesista, Rui Aguiar, Jason Kim, Paolo Acilo
It has two main tasks: Key-Information Extraction (KIE) and Line Items Recognition (LIR).
no code implementations • 3 Jul 2020 • Rui Aguiar, Jon Braatz
Recent breakthroughs in object detection and image classification using Convolutional Neural Networks (CNNs) are revolutionizing the state of the art in medical imaging, and microscopy in particular presents abundant opportunities for computer vision algorithms to assist medical professionals in diagnosis of diseases ranging from malaria to cancer.
no code implementations • 29 Jun 2020 • Rui Aguiar, Nikka Mofid, Hyunji Alex Nam
There has been a current trend in reinforcement learning for healthcare literature, where in order to prepare clinical datasets, researchers will carry forward the last results of the non-administered test known as the last-observation-carried-forward (LOCF) value to fill in gaps, assuming that it is still an accurate indicator of the patient's current state.
no code implementations • 20 Jun 2019 • Rui Aguiar, Kevin Liao
Artificial Intelligence is an excellent tool to improve efficiency and lower cost in many quantitative real world applications, but what if the task is not easily defined?