RD
Rahul Dodhia
cs.CVcs.LGcs.AIDeep LearningArtificial Intelligencecs.CYcs.CRDeep learningeess.IVMachine Learning
On Valency
published · living versionsW_wbz6kv23·v1 · currentpublished
Efficient Passive Acoustic Monitoring of Killer Whales Using a Two-Stage Detection and Ecotype Classification Cascade
with Daniela Ruiz, Manuel Castellote, Zhongqi Miao, Carl Chalmers +3
1 version
Preprints & journals
72 papers in the corpus · 2020–2026Anaximander: Interactively Running Geospatial Deep Learning Models on Any Compute Backend2610.09085v1 · Satej S. Soman, Akram Zaytar, Girmaw A. Tadesse et al.2026 · 0 citationsarXiv
An Iterative, Pathologist-in-the-Loop Workflow for Generation of Clinical-Grade Synthetic Pathology Images in a Diverse Cohort of Pancreatic Tumors.42794970 · Xu, Yixi, Nasir, Md, Matos-Romero, Valentina et al.2026 · 0 citationsCancers. 2026;18(18)
Efficient Passive Acoustic Monitoring of Killer Whales Using a Two-Stage Detection and Ecotype Classification Cascade2609.01792v1 · Daniela Ruiz, Manuel Castellote, Zhongqi Miao et al.2026 · 0 citationsarXivon Valency
Comprehensive framework for evaluation of deep neural networks in detection and quantification of lymphoma from PET/CT images: Clinical insights, pitfalls, and observer agreement analyses.42284693 · Ahamed, Shadab, Xu, Yixi, Kurkowska, Sara et al.2026 · 1 citationPhysica medica : PM : an international journal devoted to the applications of physics to medicine and biology : official journal of the Italian Association of Biomedical Physics (AIFB). 2026;148:105832
Overhead Wildlife Locator (OWL): Benchmarking Weakly Supervised Learning for Aerial Wildlife Surveys2606.13911v1 · Isai Daniel Chac'on, Zhongqi Miao, Bruno Demuro et al.2026 · 0 citationsarXiv
An accurate, efficient, and accessible AI-powered solution for wildlife re-identification in conservation.42218245 · Gholami, Shahrzad, Lee, Derek E, Robinson, Caleb et al.2026 · 1 citationScientific reports. 2026;16(1)
Project SPARROW and the Future of Conservation Technology2606.00108v1 · Juan M. Lavista Ferres, Carl Chalmers, Bruno Demuro Segundo et al.2026 · 0 citationsarXiv
A strongly annotated passive acoustic dataset for tropical bird monitoring2605.20578v2 · Daniela Ruiz, Juan Sebasti'an Ulloa, Zhongqi Miao et al.2026 · 0 citationsarXiv
Towards reliable use of artificial intelligence to classify otitis media using otoscopic images: Addressing bias and improving data quality.42096439 · Xu, Yixi, Habib, Al-Rahim, Crossland, Graeme et al.2026 · 2 citationsPloS one. 2026;21(5):e0338867
RosettaSearch: Multi-Objective Inference-Time Search for Protein Sequence Design2604.17175v2 · Meghana Kshirsagar, Allen Nie, Ching-An Cheng 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
SCOPE: AI-Assisted Early Detection of Potentially Curable Pancreatic Neoplasms on CT from Local and Global Information10.64898/2026.02.04.26345495v1 · Oviedo, F., Lopez Ramirez, F., Blanco, A. et al.2026 · 0 citationsmedRxiv
Predictive Models for Kidney Offer Acceptance: Challenges and Strategies.41523154 · Martinez, Carlos, Nasir, Md, Kshirsagar, Meghana et al.2026 · 0 citationsJournal of transplantation. 2026;2026:8243450
Benchmarking robustness of automated CT pancreas segmentation: achieving human-level reliability through human-in-the-loop optimization.41394428 · Oviedo, Felipe, Lopez-Ramirez, Felipe, Tixier, Florent et al.2025 · 3 citationsRadiology advances. 2025;2(6):umaf040
TEMPO: Global Temporal Building Density and Height Estimation from Satellite Imagery2511.12104v1 · Tammy Glazer, Gilles Q. Hacheme, Akram Zaytar et al.2025 · 1 citationarXiv
Leveraging Large Language Models to Generate Multiple-Choice Questions for Ophthalmology Education.41100119 · Gholami, Shahrzad, Mummert, Daniel B, Wilson, Beth et al.2025 · 13 citationsJAMA ophthalmology. 2025;143(11):955-961
Liver MRI proton density fat fraction inference from contrast enhanced CT images using deep learning: A proof-of-concept study.40779568 · Nasir, Md, Xu, Yixi, Hasenstab, Kyle et al.2025 · 6 citationsPloS one. 2025;20(8):e0328867
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
Cancer Detection in Breast MRI Screening via Explainable AI Anomaly Detection.40662973 · Oviedo, Felipe, Kazerouni, Anum S, Liznerski, Philipp et al.2025 · 19 citationsRadiology. 2025;316(1):e241629
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
Modeling protective meningococcal antibody responses and factors influencing antibody persistence following vaccination with MenAfriVac using machine learning.40367245 · Nasir, Md, Weeks, William B, Gholami, Shahrzad et al.2025 · 1 citationPloS one. 2025;20(5):e0323384
Computer-Aided Detection (CADe) of Small Metastatic Prostate Cancer Lesions on 3D PSMA PET Volumes Using Multi-Angle Maximum Intensity Projections.40361490 · Toosi, Amirhosein, Harsini, Sara, Divband, Ghasemali et al.2025 · 1 citationCancers. 2025;17(9)
Core-Set Selection for Data-efficient Land Cover Segmentation2505.01225v3 · Keiller Nogueira, Akram Zaytar, Wanli Ma et al.2025 · 0 citationsarXiv
AI-Enabled Screening for Retinopathy of Prematurity in Low-Resource Settings.40299381 · Ortiz, Anthony, Patiño, Susana, Torres, Jehú et al.2025 · 23 citationsJAMA network open. 2025;8(4):e257831
Global Renewables Watch: A Temporal Dataset of Solar and Wind Energy Derived from Satellite Imagery2503.14860v1 · Caleb Robinson, Anthony Ortiz, Allen Kim et al.2025 · 2 citationsarXiv
Multi-modal Language models in bioacoustics with zero-shot transfer: a case study.40021809 · Miao, Zhongqi, Elizalde, Benjamin, Deshmukh, Soham et al.2025 · 13 citationsScientific reports. 2025;15(1):7242
FLAVARS: A Multimodal Foundational Language and Vision Alignment Model for Remote Sensing2501.08490v1 · Isaac Corley, Simone Fobi Nsutezo, Anthony Ortiz et al.2025 · 1 citationarXiv
Enhanced Macular Telangiectasia Type 2 Detection: Leveraging Self-Supervised Learning and Ensemble Models.40225407 · Gholami, Shahrzad, Scheppke, Lea, Kshirsagar, Meghana et al.2026 · 3 citationsOphthalmology science. 2025;5(4):100710
Distribution Shifts at Scale: Out-of-distribution Detection in Earth Observation2412.13394v2 · Burak Ekim, Girmaw Abebe Tadesse, Caleb Robinson et al.2024 · 5 citationsarXiv
PGRID: Power Grid Reconstruction in Informal Developments Using High-Resolution Aerial Imagery2412.07944v1 · Simone Fobi Nsutezo, Amrita Gupta, Duncan Kebut et al.2024 · 1 citationarXiv
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
Current engagement with unreliable sites from web search driven by navigational search.39475604 · Greene, Kevin T, Pisharody, Nilima, Meyer, Lucas Augusto et al.2024 · 7 citationsScience advances. 2024;10(44):eadn3750
Fields of The World: A Machine Learning Benchmark Dataset For Global Agricultural Field Boundary Segmentation2409.16252v2 · Hannah Kerner, Snehal Chaudhari, Aninda Ghosh et al.2024 · 18 citationsarXiv
Performance of explainable artificial intelligence in guiding the management of patients with a pancreatic cyst.39261223 · Lavista Ferres, Juan M, Oviedo, Felipe, Robinson, Caleb et al.2024 · 10 citationsPancreatology : official journal of the International Association of Pancreatology (IAP) ... [et al.]. 2024;24(7):1182-1191
Pytorch-Wildlife: A Collaborative Deep Learning Framework for Conservation2405.12930v4 · Andres Hernandez, Zhongqi Miao, Luisa Vargas et al.2024 · 7 citationsarXiv
Rapid and accurate prediction of protein homo-oligomer symmetry with Seq2Symm.38746169 · Kshirsagar, Meghana, Meller, Artur, Humphreys, Ian et al.2025 · 23 citationsResearch square. 2024
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
A slice classification neural network for automated classification of axial PET/CT slices from a multi-centric lymphoma dataset2403.07105v1 · Shadab Ahamed, Yixi Xu, Ingrid Bloise et al.2024 · 1 citationProc. SPIE 12464, Medical Imaging 2023: Image Processing, 124641Q (3 April 2023)
Bootstrapping Rare Object Detection in High-Resolution Satellite Imagery2403.02736v1 · Akram Zaytar, Caleb Robinson, Gilles Q. Hacheme et al.2024 · 0 citationsarXiv
Self-Supervised Learning for Improved Optical Coherence Tomography Detection of Macular Telangiectasia Type 2.38329740 · Gholami, Shahrzad, Scheppke, Lea, Kshirsagar, Meghana et al.2024 · 12 citationsJAMA ophthalmology. 2024;142(3):226-233
Assessment of differentially private synthetic data for utility and fairness in end-to-end machine learning pipelines for tabular data.38315667 · Pereira, Mayana, Kshirsagar, Meghana, Mukherjee, Sumit et al.2024 · 24 citationsPloS one. 2024;19(2):e0297271
Weak Labeling for Cropland Mapping in Africa2401.07014v1 · Gilles Quentin Hacheme, Akram Zaytar, Girmaw Abebe Tadesse et al.2024 · 2 citationsarXiv
Seeing the roads through the trees: A benchmark for modeling spatial dependencies with aerial imagery2401.06762v1 · Caleb Robinson, Isaac Corley, Anthony Ortiz et al.2024 · 0 citationsarXiv
A labeled data set of underwater images of fish and crab species from five mesohabitats in Puget Sound WA USA.37957151 · Farrell, Dara M, Ferriss, Bridget, Sanderson, Beth et al.2023 · 5 citationsScientific data. 2023;10(1):799
Democratizing Protein Language Models with Parameter-Efficient Fine-Tuning.37986761 · Sledzieski, Samuel, Kshirsagar, Meghana, Baek, Minkyung et al.2026 · 85 citationsbioRxiv : the preprint server for biology. 2023
Multimodal Foundation Models for Zero-shot Animal Species Recognition in Camera Trap Images2311.01064v1 · Zalan Fabian, Zhongqi Miao, Chunyuan Li et al.2023 · 10 citationsarXiv
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