Wael Salloum

Principal Researcher, Ensemble Health Partners

Joined

February 2024

Names

Wael Salloum (Preferred)

Emails

****@gmail.com (Confirmed)

****@mendel.ai (Confirmed)

****@ensemblehp.com (Confirmed)

Personal Links

Career & Education History

Principal Researcher

Ensemble Health Partners (ensemblehp.com)

2025 – Present

Principal Researcher

Mendel Health Inc (mendel.ai)

2017 – 2025

Principal Researcher

EMR AI (emr.ai)

2016 – 2017

PhD student

Columbia University (columbia.edu)

2010 – 2016

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Faithfulness Hallucination Detection in Healthcare AI
Prathiksha Rumale Vishwanath, Simran Tiwari, Tejas Ganesh Naik, Sahil Gupta, Dung Ngoc Thai, Wenlong Zhao, SUNJAE KWON, Victor Ardulov, Karim Tarabishy, Andrew McCallum, Wael Salloum
- KDD-AIDSH 2024 Oral
- Readers: Everyone
ACR: A Benchmark for Automatic Cohort Retrieval
Dung Ngoc Thai, Victor Ardulov, Jose Ulises Mena, Simran Tiwari, Gleb Erofeev, Ramy Eskander, Karim Tarabishy, Ravi B. Parikh, Wael Salloum
- CoRR 2024
- Readers: Everyone
Coupling Symbolic Reasoning with Language Modeling for Efficient Longitudinal Understanding of Unstructured Electronic Medical Records
Shivani Shekhar, Simran Tiwari, T. C. Rensink, Ramy Eskander, Wael Salloum
- CoRR 2023
- Readers: Everyone
Unsupervised Arabic dialect segmentation for machine translation
Wael Salloum, Nizar Habash
- Nat. Lang. Eng. 2022
- Readers: Everyone
Machine Translation of Arabic Dialects
Wael Salloum
- undefined 2018
- Readers: Everyone
Semi-Supervised Acoustic Model Retraining for Medical ASR
Greg P. Finley, Erik Edwards, Wael Salloum, Amanda Robinson, Najmeh Sadoughi, Nico Axtmann, Maxim Korenevsky, Michael Brenndoerfer, Mark Miller, David Suendermann-Oeft
- 2018 (modified: 04 Nov 2022)
- SPECOM 2018
- Readers: Everyone
Medical Speech Recognition: Reaching Parity with Humans
Erik Edwards, Wael Salloum, Greg Finley, James Fone, Greg Cardiff, Mark Miller, David Suendermann-Oeft
- SPECOM 2017
- Readers: Everyone
Deep Learning for Punctuation Restoration in Medical Reports
Wael Salloum, Greg Finley, Erik Edwards, Mark Miller, David Suendermann-Oeft
- BioNLP 2017
- Readers: Everyone
Automated Preamble Detection in Dictated Medical Reports
Wael Salloum, Greg Finley, Erik Edwards, Mark Miller, David Suendermann-Oeft
- BioNLP 2017
- Readers: Everyone
SPLIT: Smart Preprocessing (Quasi) Language Independent Tool
Mohamed Al-Badrashiny, Arfath Pasha, Mona T. Diab, Nizar Habash, Owen Rambow, Wael Salloum, Ramy Eskander
- 2016 (modified: 21 Dec 2021)
- LREC 2016
- Readers: Everyone

View all 15 publications

Co-Authors

View all 47 co-authors