Publications

Selected research

A curated set of papers as visual objects. Conference abstracts are listed separately and are not treated as journal articles.

Turki et al., Nat Commun 2026, Fig. 1. CC BY 4.0.

Nature Communications · 2026

International testing and refinement of AI algorithms predicting acute leukemia subtypes from routine laboratory data

International testing of algorithms that read acute leukemia subtypes from routine laboratory data — a first-author Nature Communications paper for the group.

Turki AT et al.

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Bayraktar, Graf et al., Nat Commun 2023, Fig. 1. CC BY 4.0.

Nature Communications · 2023

Data-driven grading of acute graft-versus-host disease

The group’s signature transplant-complications paper: data-driven grading of acute GVHD, with a public calculator and code.

Bayraktar E et al.

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JCO Clinical Cancer Informatics · 2026

Automated Tumor International Classification of Diseases Coding of Real-World Pathology Reports Using Self-Hosted Large Language Models

Self-hosted language models for coding real-world pathology reports, with IKIM colleagues.

Arzideh K et al.

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Turki et al., Vox Sang 2026, Fig. 1. CC BY 4.0.

Vox Sanguinis · 2026

Fundamentals of big data and artificial intelligence in transfusion medicine

A primer on big data and AI in transfusion medicine, with Computational Hematology Lab affiliation on the author line.

Turki AT et al.

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Acta Haematologica · 2025

Artificial Intelligence in Hematopoietic Stem Cell Transplantation Care and Complication Management

A review of AI in transplant care and complication management, written with lab co-authors.

Turki AT et al.

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American Journal of Hematology · 2021

Cytomegalovirus kinetics after hematopoietic cell transplantation reveal peak titers with differential impact on mortality, relapse and immune reconstitution

CMV kinetics after HCT — peak titers, mortality, relapse and immune reconstitution — last-author work with Saskia Leserer.

Leserer S et al.

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Hernández-Sánchez et al., Leukemia 2026, graphical abstract. CC BY 4.0.

Leukemia · 2026

Unravelling co-mutational patterns with prognostic implications in NPM1 mutated adult acute myeloid leukemia - a HARMONY study

HARMONY Alliance study of co-mutational patterns in NPM1-mutated adult AML.

Hernández-Sánchez A et al.

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Lancet Digital Health · 2024

Advances in decision support for diagnosis and early management of acute leukaemia

A short Lancet Digital Health commentary on decision support for diagnosing and first managing acute leukaemia.

Turki AT et al.

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Blood Advances · 2022

Impact of CMV reactivation on relapse of acute myeloid leukemia after HCT is dependent on disease stage and ATG

How CMV reactivation relates to AML relapse after HCT depends on disease stage and ATG.

Turki AT et al.

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Dall'Olio et al., PLoS Comput Biol 2024, Fig. 1. CC BY 4.0.

PLOS Computational Biology · 2024

Covering Hierarchical Dirichlet Mixture Models on binary data to enhance genomic stratifications in onco-hematology

Methods paper on hierarchical Dirichlet mixture models for genomic stratification in onco-hematology (HARMONY).

Dall'Olio D et al.

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Complete record

Machine-readable sources: ORCID and PubMed. The list below is a working inventory and still contains items that need PI review.

ORCID · PubMed

Eur Geriatr Med · 2026

Integration of geriatric assessment-guided care plan modifications and interventions into clinical paths of older adults with cancer (GORILLA): a feasibility approach

Mayland RS et al.

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J Med Internet Res · 2026

Improving Retrieval Augmented Generation for Health Care by Fine-Tuning Clinical Embedding Models: Development and Evaluation Study

Arzideh K et al.

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Leukemia · 2026

Prognostic impact of myelodysplasia-related gene mutations in FLT3-ITD-mutated acute myeloid leukemia

Mecklenbrauck R et al.

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World J Urol · 2025

Unicorns transforming the practice of urology: value creation and allocation in the digital age

Erben P et al.

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J Leukoc Biol · 2025

Risk beyond neutropenia: insights into neutrophil migration from newly diagnosed AML until late after allogeneic stem cell transplantation

Cibir Z et al.

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Clin Pharmacol Ther · 2025

Model-Based Prediction of Clinically Relevant Thrombocytopenia after Allogeneic Hematopoietic Stem Cell Transplantation

Götz KM et al.

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J Immunother Cancer · 2024

Impact of immunological aging on T cell-mediated therapies in older adults with multiple myeloma and lymphoma

Ullrich F et al.

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Sci Rep · 2024

The neuroepithelial origin of ovarian carcinomas explained through an epithelial-mesenchymal-ectodermal transition enhanced by cisplatin

Díaz-Carballo D et al.

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Haematologica · 2025

Outcomes with intensive treatment for acute myeloid leukemia: an analysis of two decades of data from the HARMONY Alliance

Sobas MA et al.

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Leukemia · 2024

Rearrangements involving 11q23.3/KMT2A in adult AML: mutational landscape and prognostic implications - a HARMONY study

Hernández-Sánchez A et al.

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Cancer Med · 2024

A dynamic time-to-event model for prediction of acute graft-versus-host disease in patients after allogeneic hematopoietic stem cell transplantation

Och K et al.

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Blood · 2023

Optimizing platelet transfusion through a personalized deep learning risk assessment system for demand management

Engelke M et al.

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Leukemia · 2023

Real-world evaluation of UK high hyperdiploidy profile using a large cohort of patients provided by HARMONY data platform

Enshaei A et al.

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Front Immunol · 2023

Time series clustering of T cell subsets dissects heterogeneity in immune reconstitution and clinical outcomes among MUD-HCT patients receiving ATG or PTCy

Leserer S et al.

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Bone Marrow Transplant · 2023

Impact of chronic graft-versus-host-disease on intensive care outcome in allogeneic hematopoietic stem cell recipients

Lueck C et al.

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American Journal of Hematology · 2022

Time-dependent prediction of mortality and cytomegalovirus reactivation after allogeneic hematopoietic cell transplantation using machine learning

Eisenberg L et al.

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Eur J Haematol · 2022

Early report on the severity of COVID-19 in hematologic patients infected with the SARS-CoV2 omicron variant

Ullrich F et al.

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Cells · 2021

Combined Analysis of Early CD4(+) T Cell Counts and CMV Serostatus May Improve CMV Risk Assessment after Allogeneic Hematopoietic Cell Transplantation

Leserer S et al.

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Future Oncol · 2021

Real-world efficacy of docetaxel plus nintedanib after chemo-immunotherapy failure in advanced pulmonary adenocarcinoma

Metzenmacher M et al.

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Artif Organs · 2021

A bi-centric experience of extracorporeal carbon dioxide removal (ECCO(2) R) for acute hypercapnic respiratory failure following allogeneic hematopoietic stem cell transplantation

Wohlfarth P et al.

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Conference abstracts

Labeled so they cannot be mistaken for papers.

EHA 2025 Congress, Plenary Abstract Session · 2025 · Conference abstract

Development and Independent Validation of Unsupervised Genomic Classification of Patients With Acute Myeloid Leukemia Using Hierarchical Dirichlet Mixture Models: A HARMONY Alliance Study

Amin Turki

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Blood (ASH Annual Meeting Abstracts) · 2025 · Conference abstract

Independent, international validation of the unsupervised harmony classification of Acute Myeloid Leukemia

Amin Turki

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Blood (ASH Annual Meeting Abstracts) · 2025 · Conference abstract

Adaptation, refinement and clinical correlation of a pharmacokinetics model for patients receiving anti-T-lymphocyte globulin as part of their conditioning regimen: Advances towards individualized dosing

Amin Turki et al.

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Clinical Lymphoma Myeloma and Leukemia (SOHO 2025) · 2025 · Conference abstract

AI Agents Transforming Care in Transplantation and Cellular Therapy

Amin T. Turki

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