Irbaz Bin Riaz

According to our database, Irbaz Bin Riaz authored at least 19 papers between 2016 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

RECAP: Transparent Inference-Time Emotion Alignment for Medical Dialogue Systems.

Adarsh Srinivasan, Jacob Dineen, Muhammad Umar Afzal, Muhammad Uzair Sarfraz, Irbaz B. Riaz, Ben Zhou

CoRR, September, 2025

Empirical evaluation of artificial intelligence distillation techniques for ascertaining cancer outcomes from electronic health records.

Irbaz Bin Riaz, Syed Arsalan Ahmed Naqvi, Noman Ashraf, Gordon J. Harris, Kenneth L. Kehl

npj Digit. Medicine, 2025

Do it faster with PICOS: Generative AI-Assisted systematic review screening.

Sai Krishna Vallamchetla, Omar Abdelkader, Ali Elnaggar, Doaa Ramadan, Md Manjurul Islam Shourav, Irbaz B. Riaz, Michelle P. Lin

J. Biomed. Informatics, 2025

Collaborative large language models for automated data extraction in living systematic reviews.

Muhammad Ali Khan, Umair Ayub, Syed Arsalan Ahmed Naqvi, Kaneez Zahra Rubab Khakwani, Zaryab bin Riaz Sipra, Ammad Raina, Sihan Zhou, Huan He, Amir Saeidi, Bashar Hasan, Robert Bryan Rumble, Danielle S. Bitterman, Jeremy L. Warner, Jia Zou, Amye J. Tevaarwerk, Konstantinos Leventakos, Kenneth L. Kehl, Jeanne M. Palmer, Mohammad Hassan Murad, Chitta Baral, Irbaz Bin Riaz

J. Am. Medical Informatics Assoc., 2025

DataMorpher: Automatic Data Transformation Using LLM-Based Zero-Shot Code Generation.

Ankita Sharma, Jaykumar Tandel, Xuanmao Li, Lanjun Wang, Anna Fariha, Liang Zhang, Syed Arsalan Ahmed Naqvi, Irbaz Bin Riaz, Lei Cao, Jia Zou

Proceedings of the 41st IEEE International Conference on Data Engineering, 2025

2024

MatchMiner-AI: An Open-Source Solution for Cancer Clinical Trial Matching.

Ethan Cerami, Pavel Trukhanov, Morgan A. Paul, Michael J. Hassett, Irbaz B. Riaz, James Lindsay, Emily Mallaber, Harry Klein, Gufran Gungor, Matthew Galvin, Stephen C. Van Nostrand, Joyce Yu, Tali Mazor, Kenneth L. Kehl

CoRR, 2024

Evaluating Physician-AI Interaction for Cancer Management: Paving the Path towards Precision Oncology.

Zeshan M. Hussain, Barbara D. Lam, Fernando A. Acosta-Perez, Irbaz B. Riaz, Maia L. Jacobs, Andrew J. Yee, David A. Sontag

CoRR, 2024

Impact of Large Language Model Assistance on Patients Reading Clinical Notes: A Mixed-Methods Study.

Niklas Mannhardt, Elizabeth Bondi-Kelly, Barbara D. Lam, Chloe O'Connell, Mercy Asiedu, Hussein Mozannar, Monica Agrawal, Alejandro Buendia, Tatiana Urman, Irbaz B. Riaz, Catherine E. Ricciardi, Marzyeh Ghassemi, David A. Sontag

CoRR, 2024

Visual Explanation of the Assessment of Certainty of Evidence for Systematic Review and Meta-analysis.

Syed Arsalan Ahmed Naqvi, Kunwer Sufyan Faisal, Manal Imran, Muhammad Ali Khan, Kaneez Zahra Rubab Khakwani, Mohammad Hassan Murad, Huan He, Irbaz Bin Riaz

Proceedings of the Workshop on Visual Analytics in Healthcare, 2024

Echocardiogram Vector Embeddings Via R3D Transformer for the Improvement of Ejection Fraction Estimation Instruments.

Somin Mindy Lee, Daniel Chung, Vasu Kaker, Yongyi Zhao, Irbaz B. Riaz, Sudheesha Perera, Prabhu Sasankan, George Tang, Po-Chih Kuo, Jacques Kpodonu, Brigitte Kazzi, Leo Anthony Celi

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2024

2023

Empirical evaluation of language modeling to ascertain cancer outcomes from clinical text reports.

Haitham Elmarakeby, Pavel S. Trukhanov, Vidal M. Arroyo, Irbaz Bin Riaz, Deborah Schrag, Eliezer M. Van Allen, Kenneth L. Kehl

BMC Bioinform., December, 2023

2022

Evaluation of mCODE Coverage in EHR: a Scoping Review of Cancer Natural Language Processing.

Liwei Wang, Sunyang Fu, Andrew Wen, Xiaoyang Ruan, Huan He, Sijia Liu, Sungrim Moon, Michelle Mai, Irbaz Bin Riaz, Nan Wang, Ping Yang, Hua Xu, Jeremy L. Warner, Hongfang Liu

Proceedings of the 10th IEEE International Conference on Healthcare Informatics, 2022

A Hybrid Approach to Semi-automate the Evaluation of the Certainty of Evidence for Living Systematic Reviews and Meta-analysis.

Irbaz Bin Riaz, Huan He, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mahnoor Islam, Mohammad Hassan Murad, Hongfang Liu

Proceedings of the AMIA 2022, 2022

Real-time Exploration of Pairwise Meta-analysis Results by Applying Serverless Architecture Design.

Huan He, Irbaz Bin Riaz, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mohammad Hassan Murad, Hongfang Liu, Mahnoor Islam

Proceedings of the AMIA 2022, 2022

2021

An Interactive Data Extraction System to Create the Living Systematic Reviews and Meta-Analysis.

Irbaz Bin Riaz, Huan He, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mohammad Hassan Murad, Hongfang Liu

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

A Hybrid Approach to Semi-Automate the Screening Process for Living Systematic Reviews and Meta-Analysis.

Huan He, Irbaz Bin Riaz, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mohammad Hassan Murad, Hongfang Liu

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

A Living Network Meta-Analysis of First Line Treatment of Metastatic Kidney Cancer.

Irbaz Bin Riaz, Huan He, Yiqing Zhao, Rabbia Siddiqi, Vitaly Herasevich, Per Olav Vandvik, Victor Montori, Allan Bryce, Mohammad Hassan Murad, Hongfang Liu

Proceedings of the AMIA 2020, 2020

2016

Is There Any Association Between Ventricular Ectopy and Falls in Community-dwelling Older Adults?

Saman Parvaneh, Bijan Najafi, Nima Toosizadeh, Irbaz Bin Riaz, Jane Mohler

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016

Prevalence of Ventricular Ectopy in Older Adults across Different Frailty Levels.

Saman Parvaneh, Bijan Najafi, Nima Toosizadeh, Irbaz Bin Riaz, Jane Mohler

Proceedings of the Computing in Cardiology, CinC 2016, Vancouver, 2016