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Zarif Azher
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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
122023
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
112023
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
102022
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
62022
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
52024
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
42023
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
22024
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
22023
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
22022
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
12024
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, ...
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