Corey Arnold
Professor
Uses machine learning on medical imaging, digital pathology and multimodal records to discover predictive computational phenotypes.
Corey Arnold's lab at UCLA works on medical imaging & healthcare AI, medical image analysis and vision-language & multimodal. 15 papers since 2023, 3 at top venues, mostly MICCAI and ICASSP. 7 PhD students. Applications close .
At a glance
- papers, 2023–2026
- 4/ year
- at T1 venues
- 20%
- PhD students
- 7
- MS students
- 0
- alumni listed
- —
Papers by yearfrom DBLP, 2023–2026
- 2 papers2026 · T1 0 · collecting
- 4 papers2025 · T1 0
- 4 papers2024 · T1 1
- 5 papers2023 · T1 2
T1 venuesOtherVenues: MICCAI, ICASSP, npj Digit. Medicine
Research focuspaper titles that use each topic's words
- Medical image analysis2 papers
- Medical imaging & healthcare AI1 paper
- records1 paper
- Vision-language & multimodal0 papers
- uses machine0 papers
Paper list
From DBLP.
20262 papers
20254 papers
- CVPR WorkshopCytoFM: The first cytology foundation model (opens in a new tab)
- J. Am. Medical Informatics Assoc.Increasing adherence and collecting symptom-specific biometric signals in remote monitoring of heart failure patients: a randomized controlled trial (opens in a new tab)
- CVPR WorkshopPrototype-Guided Diffusion for Digital Pathology: Achieving Foundation Model Performance with Minimal Clinical Data (opens in a new tab)
- J. Am. Medical Informatics Assoc.Zero-shot medical event prediction using a generative pretrained transformer on electronic health records (opens in a new tab)
20244 papers
- Comput. Biol. MedicineA multitask approach for automated detection and segmentation of thyroid nodules in ultrasound images (opens in a new tab)
- CVPR WorkshopCodebook VQ-VAE Approach for Prostate Cancer Diagnosis using Multiparametric MRI (opens in a new tab)
- npj Digit. MedicineSpatial resolution enhancement using deep learning improves chest disease diagnosis based on thick slice CT (opens in a new tab)
- MICCAI (T1)ThyGraph: A Graph-Based Approach for Thyroid Nodule Diagnosis from Ultrasound Studies (opens in a new tab)
20235 papers
- MICCAI (T1)Deep Learning for Tumor-Associated Stroma Identification in Prostate Histopathology Slides (opens in a new tab)
- Medical Image Anal.Multi-site, Multi-domain Airway Tree Modeling (opens in a new tab)
- ICCV WorkshopPathology-Based Ischemic Stroke Etiology Classification via Clot Composition Guided Multiple Instance Learning (opens in a new tab)
- ICASSP (T1)Pretrained Transformers for Seizure Detection (opens in a new tab)
- IEEE Trans. Biomed. Eng.Synthesizing MR Image Contrast Enhancement Using 3D High-Resolution ConvNets (opens in a new tab)
Where alumni went
Alumni are not listed on the lab homepage.
Apply to UCLAFall 2027
Computer Science PhD
- Round
- Single round (Dec 15)
- Opens
- —
- GRE
- optional
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
Some numbers could not be verified:
- The alumni list could not be found on the lab site.
- Collected
- Verified
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- DBLP
- Members
- Lab homepage
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Tiers are venue classifications, not lab rankings.
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