JA
Josiah Aklilu
cs.CVcs.AIcs.CLcs.LGArtificial intelligenceComputer visionsurgeryArtificial IntelligenceCholecystectomy, LaparoscopicCholecystitis
On Valency
published · living versionsW_vu5dc8qp·v1 · currentpublished
EmbeddingGemma 2: Unified and Efficient Multimodal Representations
with Henrique Schechter Vera, Sahil Dua, Jovan Andonov, Sara Smoot +68
1 version
Preprints & journals
12 papers in the corpus · 2024–2026Consensus operational definitions of surgical meta-competencies for computer vision-driven performance assessment: a multi-institutional Delphi study.42806083 · Lee, Alex H, Conti, Aviona, Leipzig, Matthew et al.2026 · 0 citationsSurgical endoscopy. 2026
MMBU: A Massive Multi-modal Biomedical Understanding Benchmark to Probe the Perception Capabilities of Vision-Language Models2606.06696v2 · Ryan D'Cunha, Alejandro Lozano, Xiaoxiao Sun et al.2026 · 0 citationsarXiv
Computer Vision-Based Retrieval of Steps and Errors in Laparoscopic Cholecystectomy10.64898/2026.01.15.25343153v1 · Sui, E., Egeland, C., Wang, X. et al.2026 · 0 citationsmedRxiv
Automated Video-Based Analysis of Surgical Meta-competencies Using Computer Vision10.1101/2025.11.24.25340912v1 · Aklilu, J., Villarreal, J. A., Nobuhara, C. K. et al.2025 · 1 citationmedRxiv
Using artificial intelligence to model expert panel diagnosis of cholecystitis severity.40825893 · Olsen, Griffin H, Goodman, Emmett D, Aklilu, Josiah G et al.2025 · 5 citationsSurgical endoscopy. 2025;39(10):6560-6568
Systematic Evaluation of Large Vision-Language Models for Surgical Artificial Intelligence2504.02799v1 · Anita Rau, Mark Endo, Josiah Aklilu et al.2025 · 2 citationsarXiv
A Large-Scale Vision-Language Dataset Derived from Open Scientific Literature to Advance Biomedical Generalist AI2503.22727v3 · Alejandro Lozano, Min Woo Sun, James Burgess et al.2025 · 0 citationsarXiv
BIOMEDICA: An Open Biomedical Image-Caption Archive, Dataset, and Vision-Language Models Derived from Scientific Literature2501.07171v3 · Alejandro Lozano, Min Woo Sun, James Burgess et al.2025 · 17 citationsarXiv
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model Evaluation2501.03225v2 · Yuhui Zhang, Yuchang Su, Yiming Liu et al.2025 · 6 citationsarXiv
Zero-shot Action Localization via the Confidence of Large Vision-Language Models2410.14340v2 · Josiah Aklilu, Xiaohan Wang, Serena Yeung-Levy2024 · 0 citationsarXiv
Depth-guided NeRF Training via Earth Mover's Distance2403.13206v2 · Anita Rau, Josiah Aklilu, F. Christopher Holsinger et al.2024 · 3 citationsarXiv
Revisiting Active Learning in the Era of Vision Foundation Models2401.14555v2 · Sanket Rajan Gupte, Josiah Aklilu, Jeffrey J. Nirschl et al.2024 · 0 citationsarXiv
Career total: 16 works. 12 are in this corpus.
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