Eran Halperin
Professor of Computer Science
Leads the AI in Medicine and Genomics Lab, developing machine learning for clinical data, epigenomics and cell-type deconvolution of methylation and RNA data.
Eran Halperin's lab at NYU works on genomics & computational biology and medical imaging & healthcare AI. 4 papers since 2023, 1 at top venues, mostly AAAI. 2 PhD students. 32 alumni, most often to Meta and Optum AI. Applications close .
At a glance
- papers, 2023–2026
- 1/ year
- at T1 venues
- 25%
- PhD students
- 2
- MS students
- 0
- alumni listed
- 32
Papers by yearfrom the lab homepage, 2023–2026
- 0 papers2026 · T1 0 · collecting
- 2 papers2025 · T1 1
- 1 papers2024 · T1 0
- 1 papers2023 · T1 0
T1 venuesOtherVenues: AAAI
Research focuspaper titles that use each topic's words
- Genomics & computational biology1 paper
- Medical imaging & healthcare AI1 paper
- clinical data0 papers
- rna0 papers
- developing machine0 papers
Paper list
From the lab homepage.
20252 papers
- AAAI (T1)Memorize and Rank: Elevating Large Language Models for Clinical Diagnosis Prediction
- Genome BiologyUnico: a unified model for cell-type resolution genomics from heterogeneous omics data
20241 paper
- Nature Biomedical EngineeringAccurate prediction of disease-risk factors from volumetric medical scans by a deep vision model pre-trained with 2D scans
20231 paper
- CHILUnderstanding and Predicting the Effect of Environmental Factors on People with Type 2 Diabetes
Where alumni went32 listed, 59% to industry
Industry 16Academia 11
Most often to
- Meta
- Optum AI
- AI/ML Scientist
Also to
- UCLA
- Stanford University
- Ben-Gurion University
Apply to NYUFall 2027
Computer Science PhD (Courant / Tandon)
- Round
- Single round (December)
- Opens
- —
- GRE
- See program page
- English
- See program page
- Fee
- See program page
Not yet confirmed for this intake.
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Data
Checked against the lab homepage.
- Collected
- Verified
- Papers
- The lab homepage
- Members
- Lab homepage
- Alumni
- Lab homepage
Tiers are venue classifications, not lab rankings.
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