Tingying Peng

Helmholtz Association of German Research Centres — Germany

Biochemistry, Genetics and Molecular Biology · Life Sciences

22h-index2.9kcitations132works8.92yr avg
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Research Topics

Cell Image Analysis Techniques(36), AI in cancer detection(35), Radiomics and Machine Learning in Medical Imaging(18), Advanced Electron Microscopy Techniques and Applications(12), Medical Image Segmentation Techniques(11)

Publications132 total

NOA: a versatile, extensible tool for AI-based organoid analysis
arXiv (Cornell University)·2025Open Access
A multimodal whole-slide foundation model for pathology
Nature Medicine·2025· 16 citedOpen Access
Leonardo: a toolset to correct sample-induced artifacts in light sheet microscopy images
2025Open Access
Randomized-MLP Regularization Improves Domain Adaptation and Interpretability in DINOv2
arXiv (Cornell University)·2025Open Access
<mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si3.svg"> <mml:msup> <mml:mtext>FM</mml:mtext> <mml:mn>2</mml:mn> </mml:msup> </mml:math> : Fusing multiple foundation models for pathology image analysis via disentangled consensus-divergence representation
Information Fusion·2025
Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration
arXiv (Cornell University)·2025Open Access
Lightweight Data-Free Denoising for Detail-Preserving Biomedical Image Restoration
Lecture notes in computer science·2025
Author response: Molecular architecture of thylakoid membranes within intact spinach chloroplasts
2025Open Access
Molecular architecture of thylakoid membranes within intact spinach chloroplasts
eLife·2025· 1 citedOpen Access
ATF6 activation alters colonic lipid metabolism causing tumour-associated microbial adaptation
Nature Metabolism·2025· 3 citedOpen Access
A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics
arXiv (Cornell University)·2025Open Access
Molecular architecture of thylakoid membranes within intact spinach chloroplasts
2025· 1 citedOpen Access
Author response: Molecular architecture of thylakoid membranes within intact spinach chloroplasts
2025Open Access
Image Analysis: Understanding and Mitigating Batch Effects in Histopathology
Trillium Pathology·2025· 1 cited
A telescopic microscope equipped with a quanta image sensor for live-cell bioluminescence imaging
Nature Methods·2025· 5 citedOpen Access
Generating dermatopathology reports from gigapixel whole slide images with HistoGPT
Nature Communications·2025· 9 citedOpen Access
Physiology-Informed Generative Multi-Task Network for Contrast-Free CT Perfusion
arXiv (Cornell University)·2025Open Access
Molecular architecture of thylakoid membranes within intact spinach chloroplasts
2025· 2 citedOpen Access
Molecular architecture of thylakoid membranes within intact spinach chloroplasts
eLife·2025· 8 citedOpen Access
Leonardo: A Toolset to Remove Sample-Induced Aberrations in Light Sheet Microscopy Images
2025· 4 citedOpen Access
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Frequent Co-authors

Sophia J. Wagner(14), Carsten Marr(13), Nassir Navab(9), Stephen J. Payne(9), Lorenz Lamm(8), Melanie Boxberg(7), Ziqi Yu(6), Xiao‐Yong Zhang(6), Julia A. Schnabel(5), Wojciech Wietrzyñski(5), Benjamin D. Engel(5), David O'Neill(5), Xiaoyang Han(5), Valentin Koch(4), Lichao Wang(3), Maximilian Baust(3), Christian Matek(3), Ricardo D. Righetto(3), Antonio Martínez-Sánchez(3), Philip N. Ainslie(3)