UP
Umang Pandey
AlgorithmsArtificial IntelligenceAtrophyBenchmarkingBig DatabrainBrain NeoplasmsCerebellumcs.CLcs.LG
On Valency
published · living versionsW_zdks3phy·v1 · currentpublished
AMDKernelVault: Large-Scale Datasets and Agentic Training for AMD GPU Kernel Optimization
with Ji Liu, Saptarshi Majumder, Yiqing Huang, Wenwen Ouyang +12
1 version
Preprints & journals
6 papers in the corpus · 2019–2026AMDKernelVault: Large-Scale Datasets and Agentic Training for AMD GPU Kernel Optimization2609.12471v1 · Ji Liu, Saptarshi Majumder, Yiqing Huang et al.2026 · 0 citationsarXivon Valency
Towards fair decentralized benchmarking of healthcare AI algorithms with the Federated Tumor Segmentation (FeTS) challenge.40628696 · Zenk, Maximilian, Baid, Ujjwal, Pati, Sarthak et al.2025 · 16 citationsNature communications. 2025;16(1):6274
Author Correction: Federated learning enables big data for rare cancer boundary detection.36702828 · Pati, Sarthak, Baid, Ujjwal, Edwards, Brandon et al.2025 · 5 citationsNature communications. 2023;14(1):436
Federated learning enables big data for rare cancer boundary detection.36470898 · Pati, Sarthak, Baid, Ujjwal, Edwards, Brandon et al.2022 · 390 citationsNature communications. 2022;13(1):7346
Normative Baseline for Radiomics in Brain MRI: Evaluating the Robustness, Regional Variations, and Reproducibility on FLAIR Images.32864820 · Pandey, Umang, Saini, Jitender, Kumar, Manoj et al.2021 · 19 citationsJournal of magnetic resonance imaging : JMRI. 2021;53(2):394-407
Atrophy of cerebellar peduncles in essential tremor: a machine learning-based volumetric analysis.31161314 · Prasad, Shweta, Pandey, Umang, Saini, Jitender et al.2020 · 22 citationsEuropean radiology. 2019;29(12):7037-7046
Career total: 19 works. 6 are in this corpus.
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