Muhammad Aminu - Concepedia

Author

Muhammad Aminu

The University of Texas MD Anderson Cancer Center ORCID

Also Known As

Aminu Muhammad, Aminu, Muhammad, Jia Wu, M. Aminu, Muhammad Aminu

Publications

555

Citations

H-Index

Concepts

All Affiliations

The University of Texas MD Anderson Cancer Center Universiti Sains Malaysia NYU Langone Health Baylor College of Medicine Sidney Kimmel Comprehensive Cancer Center

About

Muhammad Aminu is an author at The University of Texas MD Anderson Cancer Center specializing in engineering, pattern recognition, and machine learning.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	4	4	135
2	Medicine	3	3	96
3	Biostatistics	2	2	53
4	Public Health	1	1	39
5	Cell Biology	1	1	31

Muhammad Aminu

Publications

469

Citations

H-Index

Page 1

	Year	Citations
Predicting benefit from immune checkpoint inhibitors in patients with non-small-cell lung cancer by CT-based ensemble deep learning: a retrospective study Maliazurina B. Saad, Lingzhi Hong, Muhammad Aminu, The Lancet Digital Health	2023	99
Enhancing NSCLC recurrence prediction with PET/CT habitat imaging, ctDNA, and integrative radiogenomics-blood insights Sheeba J. Sujit, Muhammad Aminu, Tatiana V. Karpinets, Nature Communications	2024	66
Circulating tumor DNA and radiological tumor volume identify patients at risk for relapse with resected, early-stage non-small-cell lung cancer Hai T. Tran, Simon Heeke, Sheeba J. Sujit, Annals of Oncology	2023	60
Covid-19 detection via deep neural network and occlusion sensitivity maps Muhammad Aminu, Noor Atinah Ahmad, Mohd Halim Mohd Noor Alexandria Engineering Journal Convolutional Neural NetworkEngineeringMachine LearningVirus EpidemiologyDeep Learning Architecture	2021	51
Efficacy and clinicogenomic correlates of response to immune checkpoint inhibitors alone or with chemotherapy in non-small cell lung cancer Lingzhi Hong, Muhammad Aminu, Shenduo Li, Nature Communications	2023	51
Complex Chemical Data Classification and Discrimination Using Locality Preserving Partial Least Squares Discriminant Analysis Muhammad Aminu, Noor Atinah Ahmad ACS Omega EngineeringMachine LearningFeature ExtractionChemistryData Science	2020	39
Pathomic Features Reveal Immune and Molecular Evolution From Lung Preneoplasia to Invasive Adenocarcinoma Pingjun Chen, Frank Rojas, Xin Hu, Modern Pathology EngineeringImmunologyPathologyTumor BiologyTumor Heterogeneity	2023	31
Synthetic PET from CT improves diagnosis and prognosis for lung cancer: Proof of concept Morteza Salehjahromi, Tatiana V. Karpinets, Sheeba J. Sujit, Cell Reports Medicine	2024	27
Spatial and multiomics analysis of human and mouse lung adenocarcinoma precursors reveals TIM-3 as a putative target for precancer interception Bo Zhu, Pingjun Chen, Muhammad Aminu, Cancer Cell	2025	20
Chronic Lymphocytic Leukemia Progression Diagnosis with Intrinsic Cellular Patterns via Unsupervised Clustering Pingjun Chen, Siba El Hussein, Fuyong Xing, Cancers EngineeringMachine LearningDiagnosisPathologyFeature Extraction	2022	14

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