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Tingying Peng

Young investigator group leader

Helmholtz Zentrum München Deutsches Forschungszentrum für Umwelt und Gesundheit

Germany

Research Interests

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Articles (20)

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2026

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Collaborators (19)

Stylianos Michalakis

University Hospital, LMU Munich

GERMANY

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Scott Bell

Chair of Research

Griffith University

AUSTRALIA

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Philip Rosenstiel

Kiel University

GERMANY

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Claudia Priglinger

Prof. Dr. med

University Hospital, LMU Munich

GERMANY

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Julia Anne Schnabel

King’s College London

UNITED KINGDOM

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Julien E. Gautrot

Professor of Biomaterials and Biointerfaces

Queen Mary University of London

UNITED KINGDOM

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Gil Gregor Westmeyer

Director

Helmholtz Zentrum München Deutsches Forschungszentrum für Umwelt und Gesundheit

GERMANY

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Manuel Tran

Technical University of Munich

GERMANY

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Alessandra Riva

Technical University of Munich

GERMANY

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Nan Ma

Freie Universität Berlin

GERMANY

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Loïc Sauteur

University of Basel

SWITZERLAND

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Johannes Nemeth

University of Zurich

SWITZERLAND

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Lequan Yu

Assistant Professor

The University of Hong Kong

HONG KONG

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Manfred Gossen

GERMANY

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Dong-Jiunn Jeffery Truong

Group Leader

Helmholtz Zentrum München Deutsches Forschungszentrum für Umwelt und Gesundheit

GERMANY

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Ruifeng Guo

Associate Professor of Pathology and Dermatology

Mayo Clinic

UNITED STATES

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Wojciech Wietrzynski

University of Basel

SWITZERLAND

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Muhammad Shaban

Machine Learning Scientist

Brigham and Women's Hospital

UNITED STATES

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Niklas Armbrust

Technical University of Munich

GERMANY

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Tingying Peng

Research Interests

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Articles (20)

Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration

Large-scale testing of antimicrobial lethality at single-cell resolution predicts mycobacterial infection outcomes

FM2: Fusing multiple foundation models for pathology image analysis via disentangled consensus-divergence representation

Generating dermatopathology reports from gigapixel whole slide images with HistoGPT

ATF6 activation alters colonic lipid metabolism causing tumour-associated microbial adaptation

Navigating Through Whole Slide Images With Hierarchy, Multi-Object, and Multi-Scale Data

Molecular architecture of thylakoid membranes within intact spinach chloroplasts

A telescopic microscope equipped with a quanta image sensor for live-cell bioluminescence imaging

An end-to-end deep convolutional neural network-based data-driven fusion framework for identification of human induced pluripotent stem cell-derived endothelial cells in photomicrographs

A multimodal whole-slide foundation model for pathology

Does green total-factor energy efficiency benefit from advanced policy zones? Evidence from national new areas in China

Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations

HiFi-Syn: Hierarchical granularity discrimination for high-fidelity synthesis of MR images with structure preservation

MemBrain v2: an end-to-end tool for the analysis of membranes in cryo-electron tomography

Bioinspired Hyaluronic Acid‐Based Hydrogel Fuels Bi‐Directional Lung Organoid Maturation via PIEZO1 and ITGB1 Mediated Mechanosensation

Deep Learning-Based Retinal Layer Segmentation in Optical Coherence Tomography Scans of Patients with Inherited Retinal Diseases

Built to Last? Reproducibility and Reusability of Deep Learning Algorithms in Computational Pathology

DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology

Generating highly accurate pathology reports from gigapixel whole slide images with HistoGPT

LOW-RESOURCE FINETUNING OF FOUNDATION MODELS BEATS STATE-OF-THE-ART IN HISTOPATHOLOGY

Collaborators (19)

Stylianos Michalakis

Scott Bell

Philip Rosenstiel

Claudia Priglinger

Julia Anne Schnabel

Julien E. Gautrot

Gil Gregor Westmeyer

Manuel Tran

Alessandra Riva

Nan Ma

Loïc Sauteur

Johannes Nemeth

Lequan Yu

Manfred Gossen

Dong-Jiunn Jeffery Truong

Ruifeng Guo

Wojciech Wietrzynski

Muhammad Shaban

Niklas Armbrust

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