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Back to UPMC Medical Education Radiology-Diagnostic

Murat Ak

Resident · UPMC Medical Education

Credentials: ·

History

Radiology-Diagnostic
UPMC Medical Education
2023–Present
Resident
UPMC Medical Education
Present
Preliminary or Transitional Year
2022–2023
Dokuz Eylül University Faculty of Medicine
2013–2017

Research

Federated learning enables big data for rare cancer boundary detection
Nature Communications · 2022 · 222 citations
Extracellular vesicle PD-L1 dynamics predict durable response to immune-checkpoint inhibitors and survival in patients with non-small cell lung cancer
Journal of Experimental & Clinical Cancer Research · 2022 · 96 citations
Radiomics analysis for predicting pembrolizumab response in patients with advanced rare cancers
Journal for ImmunoTherapy of Cancer · 2021 · 41 citations

Rivka Colen
17 papers
Serafettin Zenkin
8 papers · 6 as a resident
Pascal Zinn
5 papers
Aung Naing
4 papers
Christian Rolfo
4 papers
Mira Ayoub
3 papers · 3 as a resident
Adam Dicker
2 papers
Adam Flanders
2 papers
Afsaneh Amouzegar
2 papers · 2 as a fellow
Andrew Sloan
2 papers
Arash Nazeri
2 papers · 2 as a fellow
Chaan Ng
2 papers