Michael Brudno

Career Trajectory

Research Cluster Map

Direct collaborators. Node size = influence, colour = community, dashed = past collaboration.

• When It's Hard to Explain: Strategies for Reducing Prompt Uncertainty In Multimodal Generative Systems

  2026-06-12

• AVIS: Adaptive Test-Time Scaling for Vision-Language Models

  ArXiv.org · 2026-06-10

• AVIS: Adaptive Test-Time Scaling for Vision-Language ModelsPreprint

  arXiv (Cornell University) · 2026-06-10

• Validation of a machine learning model for predicting early deterioration in the emergency department

  The American Journal of Emergency Medicine · 2026-05-07

• Analysis and Mitigation of Equipment-induced Shortcuts in AI Models for Laparoscopic Cholecystectomy

  medRxiv · 2026-04-24

• Correction: The development and usability of ‘The Genetics Navigator’: a digital solution for adult and paediatric clinical genetics services

  European Journal of Human Genetics · 2026-04-02

• Voxe: A digital health platform to capture patient voices and enhance clinical care

  International Journal of Integrated Care · 2026-03-24

• SilverLining: Data-First Mitigation of Spatial and Spectral Shortcuts Without Introducing New Confounders

  2026-03-06

• Development of an artificial intelligence based virtual tool for measuring distances during image-guided surgery

  Surgical Endoscopy · 2025-12-09

• High-fidelity measurement of pulse arrival time in critically ill children using standard bedside monitoring equipment

  Physiological Measurement · 2025-11-04 · 1 citations

• LIFT: Latent Implicit Functions for Task- and Data-Agnostic EncodingPreprint

  2025-10-19

• A Confounder Debiasing Method for RCT-Like Comparability Enables Machine Learning-Based Personalization of Living Donor Liver Transplantation Survival Benefit

  American Journal of Transplantation · 2025-08-01

• Assessing the diagnostic impact of blood transcriptome profiling in a pediatric cohort previously assessed by genome sequencing

  npj Genomic Medicine · 2025-07-01 · 2 citations

• P.139 Predicting pituitary gland location during endoscopic endonasal surgery using machine learning model

  Canadian Journal of Neurological Sciences / Journal Canadien des Sciences Neurologiques · 2025-06-01

• The development and usability of ‘The Genetics Navigator’: a digital solution for adult and paediatric clinical genetics services

  European Journal of Human Genetics · 2025-05-30 · 2 citations

• Modelling the liver’s regenerative capacity across different clinical conditions

  JHEP Reports · 2025-05-30 · 2 citations

• Personalized survival benefit estimation from living donor liver transplantation with a novel machine learning method for confounding adjustment

  Journal of Hepatology · 2025-05-28 · 7 citations

• Engaging patients as healthcare partners through the meaningful use of Voxe: A digital patient-reported outcome platform

  International Journal of Integrated Care · 2025-04-09

• High-Fidelity Measurement of Pulse Arrival Time in Critically Ill Children Using Standard Bedside Monitoring EquipmentPreprint

  medRxiv · 2025-04-01

• Approaches to identify scenarios for data science implementations within healthcare settings: recommendations based on experiences at multiple academic institutions

  Frontiers in Digital Health · 2025-03-14