# Faisal Mahmood Associate Professor of Pathology ![Faisal Mahmood headshot](/sites/g/files/omnuum6836/files/styles/hwp_4_5__320x400/public/2025-04/headshot_faisal.jpg?h=5bf2be98&itok=i_izSSEC) location\_on Brigham and Women HBTM Office: 8002-K60 Fenwood RoadBoston, MA 01810 smartphone [857-307-5225](tel:857-307-5225) email laptop\_windows [Lab Website](https://faisal.ai/) laptop\_windows [Publications](https://pubmed.ncbi.nlm.nih.gov/?term=Mahmood%2C+Faisal&sort=date) The Mahmood Lab at the Brigham and Women's Hospital aims to utilize machine learning, data fusion and medical image analysis to develop streamlined workflows for cancer diagnosis, prognosis and biomarker discovery. We are interested in developing automated and objective mechanisms for reducing interobserver and intraobserver variability in cancer diagnosis using artificial intelligence as an assistive tool for pathologists. The lab also focuses on the development of new algorithms and methods to identify clinically relevant morphologic phenotypes and biomarkers associated with response to specific therapeutic agents. We develop multimodal fusion algorithms for combining information from multiple imaging modalities, familial and patient histories and multi-omics data to make more precise diagnostic, prognostic and therapeutic determinations. - ## AIM or BIG Faculty [AIM Faculty](/aim-and-big-faculty/aim-faculty) [BIG Faculty](/aim-and-big-faculty/big-faculty) - ## Biological/Medical Focus [New measurement technologies](/biologicalmedical-focus/new-measurement-technologies) [Complex disease](/biologicalmedical-focus/complex-disease) - ## Faculty research type [Computational](/faculty-research-type/computational) - ## Methodological Focus [ML/AI](/methodological-focus/mlai) [Imaging analysis](/methodological-focus/imaging-analysis) - ## People [AIM Program Faculty](/people/aim-program-faculty) [BIG Program Faculty](/people/BIGfaculty) - ## Primary affiliation [BWH](/primary-affiliation/bwh) - ## Research Area [Data-driven objective diagnosis, prognosis and biomarker discover](/research-area/data-driven-objective-diagnosis-prognosis-and-biomarker-discover)