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Nathan Jacobs

washington university in st louis

28H-index
264Paper Count
3.5KCitation Count
Published Papers 22
Publication Date
Assessing Deep Learning Segmentation Models for Mapping Landslides From LiDAR-Based Elevation Data
err2026-10-04
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errOAAI
errHudson J. Koch; Junfeng Zhu; Shashank Bhatt; Nathan Jacobs; Jason M. Dortch
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Earth Embeddings: Toward artificial intelligence-centric representations of our planet
err2026-07-31
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errOAAI
errKonstantin Klemmer; Esther Rolf; Marc Rußwurm; Gustau Camps-Valls; Mikolaj Czerkawski; Stefano Ermon; Alistair Francis; Nathan Jacobs; Hannah Kerner; Lester Mackey; Gengchen Mai; Oisin Mac Aodha; Markus Reichstein; Caleb Robinson; David Rolnick; Evan Shelhamer; Vincent Sitzmann; Devis Tuia; Xiaoxiang Zhu
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Canopy height mapping in the Western Himalayas, Pakistan: A deep learning approach using GEDI and Sentinel-2 fusion
err2026-01-06
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errOAAI
errAdeel Ahmad; Srikumar Sastry; Aayush Dhakal; Subash Khanal; Alex Levering; Hammad Gilani; Nathan Jacobs
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Semisupervised Learning for Detecting Inverse Compton Emission in Galaxy Clusters
err2024-12-11
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errOAAI
errLin, Sheng-Chieh; Su, Yuanyuan; Gastaldello, Fabio; Jacobs, Nathan
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Self-Supervised Learning Application on COVID-19 Chest X-ray Image Classification Using Masked AutoEncoder
err2023-07-29
err7
errOAAI
errXing, Xin; Liang, Gongbo; Wang, Chris; Jacobs, Nathan; Lin, Ai-Ling
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Geoinformation Harvesting From Social Media Data: A community remote sensing approach
err2022-12-01
err12
errOAAI
errZhu, Xiao Xiang; Wang, Yuanyuan; Kochupillai, Mrinalini; Werner, Martin; Haeberle, Matthias; Hoffmann, Eike Jens; Taubenboeck, Hannes; Tuia, Devis; Levering, Alex; Jacobs, Nathan; Kruspe, Anna; Abdulahhad, Karam
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Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging
err2022-04-01
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errOAAI
errLiang, Gongbo; Greenwell, Connor; Zhang, Yu; Xing, Xin; Wang, Xiaoqin; Kavuluru, Ramakanth; Jacobs, Nathan
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Estimating cluster masses from SDSS multiband images with transfer learning
err2022-03-21
err12
errOAAI
errLin, Sheng-Chieh; Su, Yuanyuan; Liang, Gongbo; Zhang, Yuanyuan; Jacobs, Nathan; Zhang, Yu
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Content-Aware Detection of Temporal Metadata Manipulation
err2022-01-01
err3
errOAAI
errPadilha, Rafael; Salem, Tawfiq; Workman, Scott; Andalo, Fernanda A.; Rocha, Anderson; Jacobs, Nathan
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Spatio-Temporal Deep Learning Approach to Map Deforestation in Amazon Rainforest
err2021-05-01
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PREAI
errMaretto, Raian, V; Fonseca, Leila M. G.; Jacobs, Nathan; Koerting, Thales S.; Bendini, Hugo N.; Parente, Leandro L.
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A deep learning view of the census of galaxy clusters in IllustrisTNG
err2020-09-10
err23
errOAAI
errSu, Y.; Zhang, Y.; Liang, G.; ZuHone, J. A.; Barnes, D. J.; Jacobs, N. B.; Ntampaka, M.; Forman, W. R.; Nulsen, P. E. J.; Kraft, R. P.; Jones, C.
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β-amyloid and tau drive early Alzheimer's disease decline while glucose hypometabolism drives late decline
err2020-07-06
err70
errOAAI
errHammond, Tyler C.; Xing, Xin; Wang, Chris; Ma, David; Nho, Kwangsik; Crane, Paul K.; Elahi, Fanny; Ziegler, David A.; Liang, Gongbo; Cheng, Qiang; Yanckello, Lucille M.; Jacobs, Nathan; Lin, Ai-Ling
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Inconsistent Performance of Deep Learning Models on Mammogram Classification
err2020-06-01
err100
errOAAI
errWang, Xiaoqin; Liang, Gongbo; Zhang, Yu; Blanton, Hunter; Bessinger, Zachary; Jacobs, Nathan
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Automatic Hand Skeletal Shape Estimation From Radiographs
err2019-07-01
err15
errOAAI
errMihail, Radu Paul; Liang, Gongbo; Jacobs, Nathan
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Classification of Whole Mammogram and Tomosynthesis Images Using Deep Convolutional Neural Networks
err2018-07-01
err85
errOAAI
errZhang, Xiaofei; Zhang, Yi; Han, Erik Y.; Jacobs, Nathan; Han, Qiong; Wang, Xiaoqin; Liu, Jinze
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