Prevalence of Ventricular Ectopy in Older Adults across Different Frailty Levels. - Saman Parvaneh; Bijan Najafi; Nima Toosizadeh; Irbaz Bin Riaz; Jane Mohler (CinC, 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 (CinC, 2016)

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 (AMIA, 2020)

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 (AMIA, 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 (AMIA, 2021)

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 (AMIA, 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 (AMIA, 2022)

Evaluation of mCODE Coverage in EHR: a Scoping Review of Cancer Natural Language Processing. - Liwei Wang 010; Sunyang Fu; Andrew Wen; Xiaoyang Ruan; Huan He; Sijia Liu 002; Sungrim Moon; Michelle Mai; Irbaz Bin Riaz; Nan Wang; Ping Yang; Hua Xu 001; et al. (ICHI, 2022)

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., 2023)

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 (I2MTC, 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 (VAHC, 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; et al. (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)

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; et al. (CoRR, 2024)

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 001 (ICDE, 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; et al. (J. Am. Medical Informatics Assoc., 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)

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)

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, 2025)