Tingying Peng

1. MemBrain v2: an end-to-end tool for the analysis of membranes in cryo-electron tomography
   2024/01/05 by Lorenz Lamm, Simon Zufferey, Hanyi Zhang +12 · 1 voice · 51 citations
   Biochemistry, Genetics and Molecular Biology · Earth and Planetary Sciences · Engineering · #Advanced Electron Microscopy Techniques and Applications #Geophysical and Geoelectrical Methods #Microfluidic and Bio-sensing Technologies
2. Multimodal Whole Slide Foundation Model for Pathology
   2024/11/29 by Tong Ding, Sophia J. Wagner, Ding, Tong +43 · 63 citations
   Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection
3. DinoBloom: A Foundation Model for Generalizable Cell Embeddings in Hematology
   2024/04/07 by Valentin Koch, Sophia J. Wagner, Koch, Valentin +13 · 9 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · Mathematics · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematical Biology Tumor Growth #Single-cell and spatial transcriptomics
4. Molecular architecture of thylakoid membranes within intact spinach chloroplasts
   2024/11/26 by Wojciech Wietrzyñski, Lorenz Lamm, William H. Wood +5 · 1 voice · 5 citations
   Biochemistry, Genetics and Molecular Biology · #Photosynthetic Processes and Mechanisms #ATP Synthase and ATPases Research #Mitochondrial Function and Pathology
5. Fast Context-Based Low-Light Image Enhancement via Neural Implicit Representations
   2024/07/17 by Tomáš Chobola, Yu Liu, Chobola, Tomáš +7 · 7 citations
   Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Image and Signal Denoising Methods
6. Structure-Preserving Multi-Domain Stain Color Augmentation using Style-Transfer with Disentangled Representations
   2021/07/26 by Sophia J. Wagner, Wagner, Sophia J., Nadieh Khalili +11 · 3 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #AI in cancer detection #Generative Adversarial Networks and Image Synthesis #Cell Image Analysis Techniques
7. Local Attention Graph-based Transformer for Multi-target Genetic Alteration Prediction
   2022/05/13 by Daniel Reisenbüchler, Sophia J. Wagner, Reisenbüchler, Daniel +5 · 3 citations
   Computer Science · Medicine · #Colorectal Cancer Screening and Detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Video Analysis and Summarization
8. Segmentation of Intracranial Arterial Calcification with Deeply\n Supervised Residual Dropout Networks
   2017/06/04 by Gerda Bortsova, Gijs van Tulder, Bortsova, Gerda +13 · 2 citations
   Computer Science · Medicine · #Acute Ischemic Stroke Management #Cerebrovascular and Carotid Artery Diseases #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques #Oropharyngeal Anatomy and Pathologies
9. Approaching Peak Ground Truth
   2022/12/31 by Florian Kofler, Johannes Wahle, Kofler, Florian +33 · 2 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
10. B-Cos Aligned Transformers Learn Human-Interpretable Features
    2024/01/16 by Manuel Tran, Tran, Manuel, Amal Lahiani +17 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences
11. Large-scale testing of antimicrobial lethality at single-cell resolution predicts mycobacterial infection outcomes
    2026/01/09 by Alexander Jovanovic, Frederick K. Bright, Ahmad Sadeghi +23 · 3 voices · 3 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Cell Image Analysis Techniques #Tuberculosis Research and Epidemiology #Bacterial Genetics and Biotechnology
12. LUCYD: A Feature-Driven Richardson-Lucy Deconvolution Network
    2023/07/16 by Tomáš Chobola, Chobola, Tomáš, Gesine Müller +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG)
13. A multimodal whole-slide foundation model for pathology
    2025/11/01 by Tong Ding, Sophia J. Wagner, Andrew H. Song +26 · 1 voice · 2 citations
    Computer Science · #AI in cancer detection #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis
14. A Large-Scale Benchmark of Cross-Modal Learning for Histology and Gene Expression in Spatial Transcriptomics
    2025/08/02 by Rushin H. Gindra, Giovanni Palla, Gindra, Rushin H. +15 · 2 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Single-cell and spatial transcriptomics #Domain Adaptation and Few-Shot Learning #Cell Image Analysis Techniques