Muhammad Aminu

The University of Texas MD Anderson Cancer Center — United States

Medicine · Health Sciences

11h-index558citations73works3.92yr avg
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Research Topics

Radiomics and Machine Learning in Medical Imaging(20), Cancer Immunotherapy and Biomarkers(15), Lung Cancer Diagnosis and Treatment(14), Lung Cancer Treatments and Mutations(12), AI in cancer detection(8)

Publications72 total

Spatial Profiling Reveals Distinct Molecular and Immune Evolution of Mouse Lung Adenocarcinoma Precancers with or Without Carcinogen Exposure
Advanced Science·2026Open Access
Macrophage-Dendritic Cell-T-Cell Tetrads Orchestrate Antitumor Immunity and Response to Checkpoint Blockade
2025Open Access
Gene signatures characterizing driver mutations in lung squamous carcinoma are predictive of the progression of pre‐cancer lesions
International Journal of Cancer·2025Open Access
Radiomics for Dynamic Lung Cancer Risk Prediction in USPSTF-Ineligible Patients
Cancers·2025Open Access
CoCo-ST detects global and local biological structures in spatial transcriptomics datasets
Nature Cell Biology·2025Open Access
P1.11.55 Identifying Patients Cured From Metastatic Non-Small Cell Lung Cancer (mNSCLC) With Anti-PD-(L)1 Therapy
Journal of Thoracic Oncology·2025
Causal AI-based clinical and radiomic analysis for optimizing patient selection in combined immunotherapy and SABR in early-stage NSCLC: a secondary analysis of the phase II I-SABR trial
Journal for ImmunoTherapy of Cancer·2025· 1 citedOpen Access
P1.11.70 Immune Cell Infiltration and Spatial Associations in the Tumor Microenvironment Following Dual ICI or ICI-Chemotherapy
Journal of Thoracic Oncology·2025
Gene signatures characterizing driver mutations in lung squamous carcinoma are predictive of the progression of pre-cancer lesions
2025Open Access
Distinct Clinicogenomic Features and Immunotherapy Associations in Pulmonary Sarcomatoid Carcinoma: A Multicenter Retrospective Study
Journal of Thoracic Oncology·2025· 4 citedOpen Access
CoCo-ST detects global and local biological structures in spatial transcriptomics datasets v1
2025· 1 citedOpen Access
Molecular profiling of metastatic lung squamous cell carcinoma (mLUSC) to identify patients with differential response to immune checkpoint inhibitor (ICI) therapy.
Journal of Clinical Oncology·2025
Spatial and multiomics analysis of human and mouse lung adenocarcinoma precursors reveals TIM-3 as a putative target for precancer interception
Cancer Cell·2025· 20 citedOpen Access
1244 Deep learning prediction of immune checkpoint inhibitor induced pneumonitis from baseline CT scans in lung cancer
Regular and Young Investigator Award Abstracts·2024Open Access
578 Defining immune and tumor resistant cell states to targeted vs immune therapy in non-small cell lung cancer (NSCLC)
Regular and Young Investigator Award Abstracts·2024Open Access
1227 Predicting PD-L1 expression from CT scans using deep learning to guide immunotherapy in metastatic non-small-cell lung cancer
Regular and Young Investigator Award Abstracts·2024Open Access
1196 Unveiling immune evolution in lung pre-cancer through graph contrastive learning of spatial transcriptomics
Regular and Young Investigator Award Abstracts·2024Open Access
P2.11A.25 Clinicogenomic Profile of Different Resistance Patterns to Immune Checkpoint Inhibitors in Non-Small Cell Lung Cancer
Journal of Thoracic Oncology·2024Open Access
P2.11A.12 Machine Learning-Based Clinicogenomic Prediction of Response to PD-(L)1 Inhibition in KRAS Altered Non-Small Cell Lung Cancer
Journal of Thoracic Oncology·2024Open Access
OA13.05 I-SABR-SELECT: A Radiomics-Based Model for Personalized Immunotherapy for Early-Stage Non-Small Cell Lung Cancer
Journal of Thoracic Oncology·2024Open Access
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Frequent Co-authors

Jia Wu(27), John V. Heymach(21), Natalie I. Vokes(18), Don L. Gibbons(18), Lingzhi Hong(17), Pingjun Chen(16), Maliazurina B. Saad(15), Jianjun Zhang(14), Morteza Salehjahromi(11), Sheeba J. Sujit(11), Tina Cascone(10), Ignacio I. Wistuba(10), David A. Jaffray(10), J. Jack Lee(9), Noor Atinah Ahmad(9), Xiuning Le(8), Ara A. Vaporciyan(8), Luisa M. Solis Soto(8), Carol C. Wu(7), Caroline Chung(7)