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Deep Learning Techniques for NLP in Healthcare
A talk discussing the recent advancements of deep learning to facilitate the adaption of NLP in the healthcare domain.
health natural-language-processing deep-learning tutorial
BERTology Meets Biology
Interpreting Attention in Protein Language Models.
bert healthcare biology health
Deep Learning with Electronic Health Record (EHR) Systems
A comprehensive look at recent machine learning advancements in health.
health deep-learning ehr tutorial
MT-Clinical BERT
Scaling Clinical Information Extraction with Multitask Learning
health multi-task-learning information-extraction clinical-information-extraction
Stochastic Segmentation Networks
An efficient probabilistic method for modelling aleatoric uncertainty with any image segmentation network architecture.
image-segmentation health medical mri
Sparkle: Combating Medication Non-adherence with ML
Introducing Sparkle ✨: a multi-platform medication monitoring system designed to promote medication adherence for ordinary people.
health medicine gradient-boosting code
Motion2Vec
Semi-Supervised Representation Learning from Surgical Videos
motion-estimation semi-supervised-learning representation-learning surgery
Optimizing the Design of Genetic Programs for Living Cells
Talk by Joe Isaacson on designing genetic programs for cells at Asimov.
health genetic-programming genetics video
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