Muhammad S. Waqas

Internal Medicine
2500 Metrohealth Dr
Cleveland, OH 44109

Last Updated: 09/26/2026

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Found 9 publications

Deep learning of CT imaging predicts PD-L1 expression and immunotherapy response in metastatic NSCLC: A multi-center study.

Deep learning of CT imaging predicts PD-L1 expression and immunotherapy response in metastatic NSCLC: A multi-center study.

Journal: Cancer letters
Published: March 04, 2026

Foundation models in biomedical imaging: turning hype into reality.

Foundation models in biomedical imaging: turning hype into reality.

Journal: Nature biomedical engineering
Published: January 16, 2026

From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research.

From Classical Machine Learning to Emerging Foundation Models: Review on Multimodal Data Integration for Cancer Research.

Journal: ArXiv
Published: December 25, 2025

The next layer: augmenting foundation models with structure-preserving and attention-guided learning for local patches to global context awareness in computational pathology.

The next layer: augmenting foundation models with structure-preserving and attention-guided learning for local patches to global context awareness in computational pathology.

Journal: NPJ precision oncology
Published: September 17, 2025

The Next Layer: Augmenting Foundation Models with Structure-Preserving and Attention-Guided Learning for Local Patches to Global Context Awareness in Computational Pathology.

The Next Layer: Augmenting Foundation Models with Structure-Preserving and Attention-Guided Learning for Local Patches to Global Context Awareness in Computational Pathology.

Journal: ArXiv
Published: September 05, 2025

Infective Endocarditis Due to Serratia odorifera: A Case Report and Literature Review.

Infective Endocarditis Due to Serratia odorifera: A Case Report and Literature Review.

Journal: Cureus
Published: January 19, 2024

A Case of Lynch Syndrome-Associated Colorectal Adenocarcinoma in a 19-Year-Old Female Patient.

A Case of Lynch Syndrome-Associated Colorectal Adenocarcinoma in a 19-Year-Old Female Patient.

Journal: Cureus
Published: November 13, 2023

Streptococcus pyogenes Pneumonia: A Rare and Severe Presentation in a Patient With Asthma.

Streptococcus pyogenes Pneumonia: A Rare and Severe Presentation in a Patient With Asthma.

Journal: Cureus
Published: October 17, 2023

Pilomatrixoma of the Left Scapular Region in a Young Male: A Rare Case Report.

Pilomatrixoma of the Left Scapular Region in a Young Male: A Rare Case Report.

Journal: Cureus
Published: June 25, 2021
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Last Updated: 09/26/2026