Nathan Jacobs - Publications, H-index & Citations

Nathan Jacobs

Washington University in St. Louis

28H指数

263论文数

3.5K被引数

收录论文 21

发表时间

Earth Embeddings: Toward artificial intelligence-centric representations of our planet 地球嵌入：迈向以人工智能为中心的地球表示

IEEE Geoscience and Remote Sensing Magazine

IF16.4

2026-07-31

OAAI

Konstantin 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

Canopy height mapping in the Western Himalayas, Pakistan: A deep learning approach using GEDI and Sentinel-2 fusion 巴基斯坦西喜马拉雅山区树冠高度制图：一种基于GEDI和Sentinel-2融合的深度学习方法

International Journal of Applied Earth Observation and Geoinformation

IF8.6

2026-01-06

OAAI

Adeel Ahmad; Srikumar Sastry; Aayush Dhakal; Subash Khanal; Alex Levering; Hammad Gilani; Nathan Jacobs

Editorial to the special issue in vision language models for remote sensing analysis and interpretation 遥感分析与解释中视觉语言模型的特刊编者按

ISPRS Journal of Photogrammetry and Remote Sensing

IF12.2

2025-11-04

PREAI

Devis Tuia; Yakoub Bazi; Begüm Demir; Nathan Jacobs; Sylvain Lobry

Semisupervised Learning for Detecting Inverse Compton Emission in Galaxy Clusters

ASTROPHYSICAL JOURNAL

IF5.4

2024-12-11

OAAI

Lin, Sheng-Chieh; Su, Yuanyuan; Gastaldello, Fabio; Jacobs, Nathan

Self-Supervised Learning Application on COVID-19 Chest X-ray Image Classification Using Masked AutoEncoder

BIOENGINEERING-BASEL

IF3.7

2023-07-29

OAAI

Xing, Xin; Liang, Gongbo; Wang, Chris; Jacobs, Nathan; Lin, Ai-Ling

Symptom-based de-isolation with patient-centred virtual review of rash resolution: a retrospective cohort study of patients with Mpox (Monkeypox) managed in a virtual ward

SEXUALLY TRANSMITTED INFECTIONS

IF2.9

2023-06-20

PREAI

Ezeh, Izuchukwu; Haigh, Dominic A.; May, Robert; Jacobs, Nathan

Geoinformation Harvesting From Social Media Data: A community remote sensing approach 从社交媒体数据中获取地理信息: 一种社区遥感方法

IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE

IF16.4

2022-12-01

OAAI

Zhu, 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

Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging

IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS

IF6.8

2022-04-01

OAAI

Liang, Gongbo; Greenwell, Connor; Zhang, Yu; Xing, Xin; Wang, Xiaoqin; Kavuluru, Ramakanth; Jacobs, Nathan

Estimating cluster masses from SDSS multiband images with transfer learning

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2022-03-21

OAAI

Lin, Sheng-Chieh; Su, Yuanyuan; Liang, Gongbo; Zhang, Yuanyuan; Jacobs, Nathan; Zhang, Yu

Content-Aware Detection of Temporal Metadata Manipulation

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY

IF8

2022-01-01

OAAI

Padilha, Rafael; Salem, Tawfiq; Workman, Scott; Andalo, Fernanda A.; Rocha, Anderson; Jacobs, Nathan

Spatio-Temporal Deep Learning Approach to Map Deforestation in Amazon Rainforest

ieee geoscience and remote sensing magazine

IF4.4

2021-05-01

PREAI

Maretto, Raian, V; Fonseca, Leila M. G.; Jacobs, Nathan; Koerting, Thales S.; Bendini, Hugo N.; Parente, Leandro L.

A deep learning view of the census of galaxy clusters in IllustrisTNG

MONTHLY NOTICES OF THE ROYAL ASTRONOMICAL SOCIETY

IF4.8

2020-09-10

OAAI

Su, 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.

Using machine learning to identify karst sinkholes from LiDAR-derived topographic depressions in the Bluegrass Region of Kentucky

JOURNAL OF HYDROLOGY

IF6.3

2020-09-01

OAAI

Zhu, Junfeng; Nolte, Adam M.; Jacobs, Nathan; Ye, Ming

β-amyloid and tau drive early Alzheimer's disease decline while glucose hypometabolism drives late decline

COMMUNICATIONS BIOLOGY

IF5.1

2020-07-06

OAAI

Hammond, 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

Inconsistent Performance of Deep Learning Models on Mammogram Classification 深度学习模型在乳腺x线图像分类上的不一致表现

JOURNAL OF THE AMERICAN COLLEGE OF RADIOLOGY

IF5.1

2020-06-01

100

OAAI

Wang, Xiaoqin; Liang, Gongbo; Zhang, Yu; Blanton, Hunter; Bessinger, Zachary; Jacobs, Nathan

Deep learning for conifer/deciduous classification of airborne LiDAR 3D point clouds representing individual trees

ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

IF12.2

2019-12-01

OAAI