Irbaz Bin Riaz

15 papers A* 1Misc 5Journal 5Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Cognitive bias in LLM reasoning compromises interpretation of clinical oncology notes.
CoRR
Matthew W. Kenaston, Umair Ayub, Mihir Parmar, Muhammad Umair Anjum, Syed Arsalan Ahmed Naqvi, Priya Kumar, Samarth Rawal, Aadel A. Chaudhuri, Yousef Zakharia, Elizabeth I. Heath, Tanios S. Bekaii-Saab, Cui Tao, Eliezer M. Van Allen, Ben Zhou, YooJung Choi, Chitta Baral, Irbaz Bin Riaz
2025 J jnl
Collaborative large language models for automated data extraction in living systematic reviews.
J. Am. Medical Informatics Assoc.
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
2025 A* conf
DataMorpher: Automatic Data Transformation Using LLM-Based Zero-Shot Code Generation.
ICDE
Ankita Sharma, Jaykumar Tandel, Xuanmao Li, Lanjun Wang, Anna Fariha, Liang Zhang, Syed Arsalan Ahmed Naqvi, Irbaz Bin Riaz, Lei Cao, Jia Zou
2025 J jnl
Empirical evaluation of artificial intelligence distillation techniques for ascertaining cancer outcomes from electronic health records.
npj Digit. Medicine
Irbaz Bin Riaz, Syed Arsalan Ahmed Naqvi, Noman Ashraf, Gordon J. Harris, Kenneth L. Kehl
2025 J jnl
Evaluating Medical LLMs by Levels of Autonomy: A Survey Moving from Benchmarks to Applications.
CoRR
Xiao Ye, Jacob Dineen, Zhaonan Li, Zhikun Xu, Weiyu Chen, Shijie Lu, Yuxi Huang, Ming Shen, Phu Tran, Ji-Eun Irene Yum, Muhammad Ali Khan, Muhammad Umar Afzal, Irbaz Bin Riaz, Ben Zhou
2024 — conf
Visual Explanation of the Assessment of Certainty of Evidence for Systematic Review and Meta-analysis.
VAHC
Syed Arsalan Ahmed Naqvi, Kunwer Sufyan Faisal, Manal Imran, Muhammad Ali Khan, Kaneez Zahra Rubab Khakwani, Mohammad Hassan Murad, Huan He, Irbaz Bin Riaz
2023 J jnl
Empirical evaluation of language modeling to ascertain cancer outcomes from clinical text reports.
BMC Bioinform.
Haitham Elmarakeby, Pavel S. Trukhanov, Vidal M. Arroyo, Irbaz Bin Riaz, Deborah Schrag, Eliezer M. Van Allen, Kenneth L. Kehl
2022 Misc conf
A Hybrid Approach to Semi-automate the Evaluation of the Certainty of Evidence for Living Systematic Reviews and Meta-analysis.
AMIA
Irbaz Bin Riaz, Huan He, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mahnoor Islam, Mohammad Hassan Murad, Hongfang Liu
2022 — conf
Evaluation of mCODE Coverage in EHR: a Scoping Review of Cancer Natural Language Processing.
ICHI
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
2022 Misc conf
Real-time Exploration of Pairwise Meta-analysis Results by Applying Serverless Architecture Design.
AMIA
Huan He, Irbaz Bin Riaz, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mohammad Hassan Murad, Hongfang Liu, Mahnoor Islam
2021 Misc conf
A Hybrid Approach to Semi-Automate the Screening Process for Living Systematic Reviews and Meta-Analysis.
AMIA
Huan He, Irbaz Bin Riaz, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mohammad Hassan Murad, Hongfang Liu
2021 Misc conf
An Interactive Data Extraction System to Create the Living Systematic Reviews and Meta-Analysis.
AMIA
Irbaz Bin Riaz, Huan He, Syed Arsalan Ahmed Naqvi, Rabbia Siddiqi, Noureen Asghar, Mohammad Hassan Murad, Hongfang Liu
2020 Misc conf
A Living Network Meta-Analysis of First Line Treatment of Metastatic Kidney Cancer.
AMIA
Irbaz Bin Riaz, Huan He, Yiqing Zhao, Rabbia Siddiqi, Vitaly Herasevich, Per Olav Vandvik, Victor Montori, Allan Bryce, Mohammad Hassan Murad, Hongfang Liu
2016 — conf
Is There Any Association Between Ventricular Ectopy and Falls in Community-dwelling Older Adults?
CinC
Saman Parvaneh, Bijan Najafi, Nima Toosizadeh, Irbaz Bin Riaz, Jane Mohler
2016 — conf
Prevalence of Ventricular Ectopy in Older Adults across Different Frailty Levels.
CinC
Saman Parvaneh, Bijan Najafi, Nima Toosizadeh, Irbaz Bin Riaz, Jane Mohler