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Home/Authors/Rao Muhammad Umer

Rao Muhammad Umer

1 indexed paper

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1
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Publications per year

1
26

Top categories

Vision×1AI×1ML×1

Frequent co-authors

Muhammed Furkan Dasdelen1×
Fatih Ozlugedik1×
Ilaria Looser1×
Christian Pohlkamp1×
Carsten Marr1×

Research Timeline

2026
Genetically Aligned Patient Representations Improve Hematological Diagnosis

The paper introduces a novel framework that aligns single white blood cell images with genetic data (karyotype and somatic mutations) to significantly improve the diagnosis of blood cancers, outperforming existing histopathology models.

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Papers

cs.CVcs.AIcs.LGRecentMay 28, 2026

Genetically Aligned Patient Representations Improve Hematological Diagnosis

Muhammed Furkan Dasdelen, Fatih Ozlugedik, Ilaria Looser, Rao Muhammad Umer +2 more

The paper introduces a novel framework that aligns single white blood cell images with genetic data (karyotype and somatic mutations) to significantly improve the diagnosis of blood cancers, outperfor…

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