Xiao Xiang Zhu

Technische Universität München (TUM)

SCHOLARLY PAPERS

8

DOWNLOADS

507

TOTAL CITATIONS

0

Scholarly Papers (8)

1.

Can We Read the City? Global Empirical Evidence for the Morphological Impact of the Intensity of Plannedness

Number of pages: 34 Posted: 03 Jan 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, Technische Universität München (TUM) and German Aerospace Center (DLR)
Downloads 110 (538,294)

Abstract:

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Intra-urban morphology, global study, intensity of plannedness, structural complexity

2.

Nationwide Tree Species Mapping in Germany with Forestformer: Assessing Forest Resilience and Unveiling Distribution Patterns

Number of pages: 19 Posted: 19 Apr 2024
Yang Mu, Jianhua Guo, Muhammad Shahzad and Xiao Xiang Zhu
affiliation not provided to SSRN, affiliation not provided to SSRN, National University of Sciences and Technology (NUST) and Technische Universität München (TUM)
Downloads 85 (639,541)

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Sentinel-2, Tree species, deep learning, remote sensing, Resilience, Biodiversity

3.

Species-Specific Responses of Canopy Greenness to the Extreme Droughts of 2018 and 2022 for Four Abundant Tree Species in Germany

Number of pages: 32 Posted: 15 May 2024
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Technische Universität München (TUM) and affiliation not provided to SSRN
Downloads 78 (672,527)

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Remote Sensing (RS), Normalized Difference Vegetation Index (NDVI), Vapor Pressure Deficit (VPD), Plant Available Water Capacity (PAWC), Statistical models, Isohydric strategies

4.

Urban Flood Modeling and Forecasting with Deep Neural Operator and Transfer Learning

Number of pages: 29 Posted: 29 Mar 2025
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Potsdam and Technische Universität München (TUM)
Downloads 75 (687,532)

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Urban flood forecasting, Machine learning, Deep neural operator (DNO), Fine-tuning-based DNO, Domain adaptation-based DNO, Urban flood benchmark dataset

5.

Uncertainty Aware Slum Mapping in 55 Heterogeneous Cities

Number of pages: 14 Posted: 13 Jul 2024
affiliation not provided to SSRN, German Aerospace Center (DLR) - German Remote Sensing Data Center, affiliation not provided to SSRN, Technische Universität München (TUM) and German Aerospace Center (DLR)
Downloads 55 (809,200)

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Slum Mapping, Transfer learning, Ensemble Classifications, Uncertainty Quantification, Remote Sensing

6.

Beyond Local Patches: Preserving Global-Local Interactions by Enhancing Self-Attention Via 3d Point Cloud Tokenization

Number of pages: 28 Posted: 12 Jun 2023
affiliation not provided to SSRN, National University of Sciences and Technology (NUST), Technische Universität München (TUM), The Alan Turing Institute and Technische Universität München (TUM)
Downloads 42 (915,178)

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3D Point Cloud, Transformer, Self-Attention, Segmentation, Classification

7.

Exempting Axillary Staging Surgery in Breast Cancer Using Multimodal Ultrasound Imaging and Radiomics of Sentinel Lymph Nodes

Number of pages: 35 Posted: 08 Apr 2025
University of Electronic Science and Technology of China (UESTC) - School of Medicine, MedAI Technology (Wuxi) Co., University of Electronic Science and Technology of China (UESTC) - Sichuan Provincial People’s Hospital, University of Electronic Science and Technology of China (UESTC) - Sichuan Provincial People’s Hospital, Chengdu University of Traditional Chinese Medicine, MedAI Technology (Wuxi) Co., MedAI Technology (Wuxi) Co., MedAI Technology (Wuxi) Co., MedAI Technology (Wuxi) Co., Technische Universität München (TUM), University of Electronic Science and Technology of China (UESTC), Chengdu University of Traditional Chinese Medicine, University of Electronic Science and Technology of China (UESTC) - School of Medicine, Chengdu University of Traditional Chinese Medicine, Chengdu University of Traditional Chinese Medicine, Fujian Medical University - Fujian Medical University Cancer Hospital, Kunming Medical University - Yunnan Cancer Hospital, University of Electronic Science and Technology of China (UESTC) and University of Electronic Science and Technology of China (UESTC)
Downloads 32 (1,015,032)

Abstract:

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Breast cancer, Sentinel lymph node, Deep learning model, Contrast-enhanced ultrasound, Grayscale ultrasound

8.

The Large Language Model Improves the Diagnostic Performance of Suspicious Breast Lesions by Radiologists Using Grayscale Ultrasound: A Multicenter Cohort Study

Number of pages: 34 Posted: 04 Feb 2025
affiliation not provided to SSRN, Tongji University, affiliation not provided to SSRN, affiliation not provided to SSRN, MedAI Technology (Wuxi) Co., affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Shenzhen University, affiliation not provided to SSRN, Zhejiang Hospital, Technische Universität München (TUM), Government of the People's Republic of China - Center of Minimally Invasive Treatment for Tumor and Government of the People's Republic of China - Center of Minimally Invasive Treatment for Tumor
Downloads 30 (1,037,047)

Abstract:

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Suspicious breast lesions, Breast cancer, Large language models, Diagnosis, Unnecessary biopsy rate