GT
Girmaw Abebe Tadesse
cs.CVcs.LGcs.AIeess.SPMachine LearningAlgorithmscs.ITDeep LearningElectrocardiographymath.IT
On Valency
published · living versionsW_ktwq36bv·v1 · currentpublished
GeoFaham: Domain-Specialized Multi-Agent Geospatial Analytics for Disaster Response
with Muhammad Sohail Danish, Gilles Q. Hacheme, Akram Zaytar, Satej S. Soman +3
1 version
Preprints & journals
51 papers in the corpus · 2019–2026Anaximander: Interactively Running Geospatial Deep Learning Models on Any Compute Backend2610.09085v1 · Satej S. Soman, Akram Zaytar, Girmaw A. Tadesse et al.2026 · 0 citationsarXiv
WATCH: Wide-Area Archaeological Site Tracking for Change Detection2605.08160v1 · Girmaw Abebe Tadesse, Titien Bartette, Andrew Hassanali et al.2026 · 0 citationsarXiv
Sims: An interactive tool for geospatial matching and clustering.41950261 · Zaytar, Akram, Abebe Tadesse, Girmaw, Robinson, Caleb et al.2026 · 0 citationsPloS one. 2026;21(4):e0344525
Survey Protocol Cards for Crop Mapsx5wr1f · Akram Zaytar, Girmaw Tadesse, Caleb Robinson et al.2026 · 0 citationsEarthArXiv
GeoAI Agency Primitives2604.01869v1 · Akram Zaytar, Rohan Sawahn, Caleb Robinson et al.2026 · 0 citationsarXiv
Satellite-Based Detection of Looted Archaeological Sites Using Machine Learning2602.19608v1 · Girmaw Abebe Tadesse, Titien Bartette, Andrew Hassanali et al.2026 · 0 citationsarXiv
TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery2511.12104v1 · Tammy Glazer, Gilles Q. Hacheme, Akram Zaytar et al.2025 · 1 citationarXiv
Property-driven localization and characterization in deep molecular representations.40790135 · Cintas, Celia, Das, Payel, Ross, Jerret et al.2025 · 0 citationsScientific reports. 2025;15(1):29365
Machine Learning for Sustainable Rice Production: Region-Scale Monitoring of Water-Saving Practices in Punjab, India2507.08605v2 · Ando Shah, Rajveer Singh, Akram Zaytar et al.2025 · 1 citationarXiv
Optimizing Cloud-to-GPU Throughput for Deep Learning With Earth Observation Data2506.06235v1 · Akram Zaytar, Caleb Robinson, Girmaw Abebe Tadesse et al.2025 · 0 citationsarXiv
GeoVision Labeler: Zero-Shot Geospatial Classification with Vision and Language Models2505.24340v1 · Gilles Quentin Hacheme, Girmaw Abebe Tadesse, Caleb Robinson et al.2025 · 0 citationsarXiv
Forecasting acute childhood malnutrition in Kenya using machine learning and diverse sets of indicators.40367047 · Tadesse, Girmaw Abebe, Ferguson, Laura, Robinson, Caleb et al.2025 · 7 citationsPloS one. 2025;20(5):e0322959
Sub-population identification of multimorbidity in sub-Saharan African populations.40263449 · Oshingbesan, Adebayo, Kamp, Michelle, Mpangase, Phelelani Thokozani et al.2025 · 1 citationScientific reports. 2025;15(1):13992
Intersectional analysis for science and technology.40205207 · Nielsen, Mathias Wullum, Gissi, Elena, Heidari, Shirin et al.2025 · 25 citationsNature. 2025;640(8058):329-337
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation2412.13394v2 · Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson et al.2024 · 5 citationsarXiv
Local vs. Global: Local Land-Use and Land-Cover Models Deliver Higher Quality Maps2412.00777v2 · Girmaw Abebe Tadesse, Caleb Robinson, Charles Mwangi et al.2024 · 2 citationsarXiv
AI and the Future of Work in Africa White Paper2411.10091v1 · Jacki O'Neill, Vukosi Marivate, Barbara Glover et al.2024 · 0 citationsarXiv
Analyzing Decades-Long Environmental Changes in Namibia Using Archival Aerial Photography and Deep Learning2404.08544v2 · Girmaw Abebe Tadesse, Caleb Robinson, Gilles Quentin Hacheme et al.2024 · 0 citationsarXiv
Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery2403.02736v1 · Akram Zaytar, Caleb Robinson, Gilles Q. Hacheme et al.2024 · 0 citationsarXiv
Feasibility of wearable monitors to detect heart rate variability in children with hand, foot and mouth disease.38360603 · Nhan, Le Nguyen Thanh, Hung, Nguyen Thanh, Khanh, Truong Huu et al.2024 · 1 citationBMC infectious diseases. 2024;24(1):205
Weak Labeling for Cropland Mapping in Africa2401.07014v1 · Gilles Quentin Hacheme, Akram Zaytar, Girmaw Abebe Tadesse et al.2024 · 2 citationsarXiv
Efficient Representation of the Activation Space in Deep Neural Networks2312.08143v1 · Tanya Akumu, Celia Cintas, Girmaw Abebe Tadesse et al.2023 · 0 citationsarXiv
Multimorbidity in African ancestry populations: a scoping review.38084495 · Kamp, Michelle, Achilonu, Okechinyere, Kisiangani, Isaac et al.2023 · 9 citationsBMJ global health. 2023;8(12)
DMLR: Data-centric Machine Learning Research -- Past, Present and Future2311.13028v2 · Luis Oala, Manil Maskey, Lilith Bat-Leah et al.2023 · 7 citationsarXiv
Objectively Quantifying Pediatric Psychiatric Severity Using Artificial Intelligence, Voice Recognition Technology, and Universal Emotions: Pilot Study for Artificial Intelligence-Enabled Innovation to Address Youth Mental Health Crisis.37870890 · Caulley, Desmond, Alemu, Yared, Burson, Sedara et al.2023 · 13 citationsJMIR research protocols. 2023;12:e51912
Skin Tone Analysis for Representation in Educational Materials (STAR-ED) using machine learning.37596324 · Tadesse, Girmaw Abebe, Cintas, Celia, Varshney, Kush R et al.2024 · 33 citationsNPJ digital medicine. 2023;6(1):151
Principled Subpopulation Analysis of the BetterBirth Study and the Impact of WHO's Safe Childbirth Checklist Intervention.37128422 · Tadesse, Girmaw Abebe, Delaney, Megan Marx, Akinwande, Victor et al.2023 · 3 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2022;2022:1042-1051
Rethinking global digital health and AI-for-health innovation challenges.37115743 · Farlow, Andrew, Hoffmann, Alexander, Tadesse, Girmaw Abebe et al.2023 · 20 citationsPLOS global public health. 2023;3(4):e0001844
Quantifying the impact of COVID-19 on essential health services: a comparison of interrupted time series analysis using Prophet and Poisson regression models.36534893 · Ogallo, William, Wanyana, Irene, Tadesse, Girmaw Abebe et al.2023 · 19 citationsJournal of the American Medical Informatics Association : JAMIA. 2023;30(4):634-642
Domain-agnostic and Multi-level Evaluation of Generative Models2301.08750v1 · Girmaw Abebe Tadesse, Jannis Born, Celia Cintas et al.2023 · 1 citationarXiv
BON: An extended public domain dataset for human activity recognition2209.05077v1 · Girmaw Abebe Tadesse, Oliver Bent, Komminist Weldemariam et al.2022 · 4 citationsarXiv
Hierarchical Representation of Complex Intervention Sequences for Automated Subgroup Analysis in Critical Care Settings.35673126 · Trivedi, Amee, Ogallo, William, Tadesse, Girmaw Abebe2022 · 1 citationStudies in health technology and informatics. 2022;290:789-793
Model-free feature selection to facilitate automatic discovery of divergent subgroups in tabular data2203.04386v1 · Girmaw Abebe Tadesse, William Ogallo, Celia Cintas et al.2022 · 2 citationsarXiv
Towards Creativity Characterization of Generative Models via Group-based Subset Scanning2203.00523v3 · Celia Cintas, Payel Das, Brian Quanz et al.2022 · 6 citationsarXiv
Data-Driven Sequential Uptake Pattern Discovery for Family Planning Studies.35308993 · Cintas, Celia, Akinwande, Victor, Raghavendra, Ramya et al.2022 · 3 citationsAMIA ... Annual Symposium proceedings. AMIA Symposium. 2021;2021:324-333
Sparsity-based Feature Selection for Anomalous Subgroup Discovery2201.02008v1 · Girmaw Abebe Tadesse, William Ogallo, Catherine Wanjiru et al.2022 · 0 citationsarXiv
Post-discovery Analysis of Anomalous Subsets2111.14622v1 · Isaiah Onando Mulang', William Ogallo, Girmaw Abebe Tadesse et al.2021 · 0 citationsarXiv
Automated Supervised Feature Selection for Differentiated Patterns of Care2111.03495v1 · Catherine Wanjiru, William Ogallo, Girmaw Abebe Tadesse et al.2021 · 1 citationarXiv
DeepMI: Deep multi-lead ECG fusion for identifying myocardial infarction and its occurrence-time.34763807 · Tadesse, Girmaw Abebe, Javed, Hamza, Weldemariam, Komminist et al.2021 · 66 citationsArtificial intelligence in medicine. 2021;121:102192
Coronary Artery Disease: Optimal Lipoprotein(a) for Survival-Lower Is Better? A Large Cohort With 43,647 Patients.34532348 · Liu, Jin, Liu, Liwei, Wang, Bo et al.2021 · 4 citationsFrontiers in cardiovascular medicine. 2021;8:670859
Pattern Detection in the Activation Space for Identifying Synthesized Content2105.12479v2 · Celia Cintas, Skyler Speakman, Girmaw Abebe Tadesse et al.2021 · 5 citationsarXiv
Out-of-Distribution Detection in Dermatology using Input Perturbation and Subset Scanning2105.11160v3 · Hannah Kim, Girmaw Abebe Tadesse, Celia Cintas et al.2021 · 12 citationsarXiv
Data-level Linkage of Multiple Surveys for Improved Understanding of Global Health Challenges.34457123 · Tadesse, Girmaw Abebe, Cintas, Celia, Ogallo, William et al.2021 · 1 citationAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2021;2021:92-101
Detection of Anomalous Patterns Associated with the Impact of Medications on 30-Day Hospital Readmission Rates in Diabetes Care.34457165 · Ogallo, William, Tadesse, Girmaw Abebe, Speakman, Skyler et al.2021 · 4 citationsAMIA Joint Summits on Translational Science proceedings. AMIA Joint Summits on Translational Science. 2021;2021:495-504
Prediction of neonatal mortality in Sub-Saharan African countries using data-level linkage of multiple surveys2011.12707v1 · Girmaw Abebe Tadesse, Celia Cintas, Skyler Speakman et al.2020 · 0 citationsarXiv
PlethAugment: GAN-Based PPG Augmentation for Medical Diagnosis in Low-Resource Settings.32340967 · Kiyasseh, Dani, Tadesse, Girmaw Abebe, Nhan, Le Nguyen Thanh et al.2021 · 78 citationsIEEE journal of biomedical and health informatics. 2020;24(11):3226-3235
A Spectral-longitudinal Model for Detection of Heart Attack from 12-lead Electrocardiogram Waveforms.33019341 · Tadesse, Girmaw Abebe, Javed, Hamza, Weldemariam, Komminist et al.2020 · 4 citationsAnnual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference. 2020;2020:6009-6012
Severity detection tool for patients with infectious disease.32431851 · Tadesse, Girmaw Abebe, Zhu, Tingting, Le Nguyen Thanh, Nhan et al.2025 · 2 citationsHealthcare technology letters. 2020;7(2):45-50
Heart Rate Variability as an Indicator of Autonomic Nervous System Disturbance in Tetanus.31833471 · Duong, Ha Thi Hai, Tadesse, Girmaw Abebe, Nhat, Phung Tran Huy et al.2020 · 47 citationsThe American journal of tropical medicine and hygiene. 2020;102(2):403-407
Multi-Modal Diagnosis of Infectious Diseases in the Developing World.31944967 · Tadesse, Girmaw Abebe, Javed, Hamza, Thanh, Nhan Le Nguyen et al.2021 · 28 citationsIEEE journal of biomedical and health informatics. 2020;24(7):2131-2141
Career total: 91 works. 51 are in this corpus.Showing the 50 most recent.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.