Inferring spatial transcriptomics markers from whole slide images to characterize metastasis-related spatial heterogeneity of colorectal tumors: A pilot study M Fatemi, E Feng, C Sharma, Z Azher, T Goel, O Ramwala, SM Palisoul, ... Journal of Pathology Informatics 14, 100308, 2023 | 12 | 2023 |
Assessment of emerging pretraining strategies in interpretable multimodal deep learning for cancer prognostication ZL Azher, A Suvarna, JQ Chen, Z Zhang, BC Christensen, LA Salas, ... BioData Mining 16 (1), 23, 2023 | 11 | 2023 |
Development of biologically interpretable multimodal deep learning model for cancer prognosis prediction ZL Azher, LJ Vaickus, LA Salas, BC Christensen, JJ Levy Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, 636-644, 2022 | 10 | 2022 |
Artificial Intelligence, Bioinformatics, and pathology: Emerging trends part I—An introduction to machine learning technologies J Levy, Y Lu, M Montivero, O Ramwala, J McFadden, C Miles, ... Advances in Molecular Pathology 5 (1), e1-e24, 2022 | 6 | 2022 |
Spatial Omics Driven Crossmodal Pretraining Applied to Graph-based Deep Learning for Cancer Pathology Analysis ZL Azher, M Fatemi, Y Lu, G Srinivasan, AB Diallo, BC Christensen, ... Pacific Symposium on Biocomputing. Pacific Symposium on Biocomputing 29, 464, 2024 | 5 | 2024 |
Potential to Enhance Large Scale Molecular Assessments of Skin Photoaging through Virtual Inference of Spatial Transcriptomics from Routine Staining G Srinivasan, MJ Davis, MR LeBoeuf, M Fatemi, ZL Azher, Y Lu, AB Diallo, ... PACIFIC SYMPOSIUM ON BIOCOMPUTING 2024, 477-491, 2023 | 4 | 2023 |
Using the Maryland Park Equity Tool to Correlate Park Space with Children's Health in Baltimore, Maryland V Ravichandran, JM Archer, L Aiyar, M Teirstein, K Barton, Z Azher, ... Environmental Justice 17 (5), 337-350, 2024 | 2 | 2024 |
Feasibility of Inferring Spatial Transcriptomics from Single-Cell Histological Patterns for Studying Colon Cancer Tumor Heterogeneity MY Fatemi, Y Lu, C Sharma, E Feng, ZL Azher, AB Diallo, G Srinivasan, ... medRxiv, 2023.10. 09.23296701, 2023 | 2 | 2023 |
Artificial Intelligence, Bioinformatics, and Pathology: Emerging Trends Part II––Current Applications in Anatomic and Molecular Pathology J Levy, Y Lu, M Montivero, O Ramwala, J McFadden, C Miles, ... Advances in Molecular Pathology 5 (1), e25-e52, 2022 | 2 | 2022 |
Simulating The US Senate: An LLM-Driven Agent Approach to Modeling Legislative Behavior and Bipartisanship ZR Baker, ZL Azher arXiv preprint arXiv:2406.18702, 2024 | 1 | 2024 |
An initial game-theoretic assessment of enhanced tissue preparation and imaging protocols for improved deep learning inference of spatial transcriptomics from tissue morphology MY Fatemi, Y Lu, AB Diallo, G Srinivasan, ZL Azher, BC Christensen, ... Briefings in Bioinformatics 25 (6), bbae476, 2024 | | 2024 |
Tu1703 MULTI CENTER VALIDATION OF VIDEO-BASED DEEP LEARNING TO INTERPRET ANORECTAL MANOMETRY Z Azher, BD Ginnebaugh, DJ Levinthal, N Valentin, JJ Levy, ED Shah Gastroenterology 166 (5), S-1387, 2024 | | 2024 |
Abstract B003: Preliminary machine learning integration of DNA methylation-based tumor immune microenvironment deconvolution with histopathological slides for bladder cancer … ZL Azher, Z Zhang, BC Christensen, LA Salas, MR Karagas, LJ Vaickus, ... Clinical Cancer Research 30 (10_Supplement), B003-B003, 2024 | | 2024 |
The Overlooked Role of Specimen Preparation in Bolstering Deep Learning-Enhanced Spatial Transcriptomics Workflows MY Fatemi, Y Lu, AB Diallo, G Srinivasan, ZL Azher, BC Christensen, ... medRxiv, 2023.10. 09.23296700, 2023 | | 2023 |
Inferring Spatially Resolved Transcriptomics Data from Whole Slide Images for the Assessment of Colorectal Tumor Metastasis: A Feasibility Study M Fatemi, E Feng, C Sharma, Z Azher, T Goel, O Ramwala, S Palisoul, ... bioRxiv, 2022.11. 24.517856, 2022 | | 2022 |
ADVANCES IN MOLECULAR PATHOLOGY Z AZHER, T CRONIN, AG DIAMOND, S GABBITA, T GOEL, ... | | |
ADVANCES IN MOLECULAR PATHOLOGY J Levy, Y Lu, M Montivero, O Ramwala, J McFadden, C Miles, ... | | |