Sotabase

Career

· Machine Learning Engineer and Computational Linguistics Advisor, Autumn2021–
· Co-founder and Machine Learning Engineer, Mutuo Health Solutions2018–
· Postdoctoral Fellow and Graduate Student/Postdoc, University of Toronto2018–
· Software Development Engineer, Amazon2014–

Publications (14)

A survey of word embeddings for clinical text
Journal of Biomedical Informatics: X · 2019
217
cited
Utility of social media and crowd-intelligence data for pharmacovigilance: a scoping review
BMC Medical Informatics and Decision Making · 2018
66
cited
Automatically determining cause of death from verbal autopsy narratives
BMC Medical Informatics and Decision Making · 2019
27
cited
Domain and Dialect Adaptation for Machine Translation into Egyptian Arabic
ANLP@EMNLP · 2014
26
cited
Extracting relevant information from physician-patient dialogues for automated clinical note taking
Conference on Empirical Methods in Natural Language Processing · 2019
20
cited
CMUQ@QALB-2014: An SMT-based System for Automatic Arabic Error Correction
ANLP@EMNLP · 2014
14
cited
AutoScribe: Extracting Clinically Pertinent Information from Patient-Clinician Dialogues
Medinfo · 2019
12
cited
Listwise temporal ordering of events in clinical notes
Louhi@EMNLP · 2018
7
cited
Can Character Embeddings Improve Cause-of-Death Classification for Verbal Autopsy Narratives?
BioNLP@ACL · 2019
6
cited
Toronto CL CLEF 2018 eHealth Task 1: Multi-lingual ICD-10 Coding using an Ensemble of Recurrent and Convolutional Neural Networks
Conference and Labs of the Evaluation Forum · 2018
5
cited
Multi-task learning for interpretable cause of death classification using key phrase prediction
Workshop on Biomedical Natural Language Processing · 2018
4
cited
TorontoCL at the CLEF 2018 eHealth Challenge Task 1
2018
3
cited
Using acoustics to improve pronunciation for synthesis of low resource languages
Interspeech · 2015
3
cited
Automating disease diagnosis and cause-of-death classification from medical narratives using event extraction and temporal ordering
2021
Sotabase
Serena Jeblee | Researcher Profile | Sotabase | Sotabase