Amisha Dave

Yale University — United States

Computer Science · Physical Sciences

7h-index162citations19works3.42yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Topic Modeling(5), Retinal Imaging and Analysis(4), Retinal Diseases and Treatments(3), Natural Language Processing Techniques(2), Glaucoma and retinal disorders(2)

Publications19 total

BEnchmarking Large Language Models for Ophthalmology (BELO): An Expert-Curated Data Set and Evaluation Framework for Knowledge and Reasoning
Ophthalmology Science·2025Open Access
Rethinking Retrieval-Augmented Generation for Medicine: A Large-Scale, Systematic Expert Evaluation and Practical Insights
arXiv (Cornell University)·2025Open Access
BEnchmarking LLMs for Ophthalmology (BELO) for Ophthalmological Knowledge and Reasoning
ArXiv.org·2025· 1 citedOpen Access
Enhancing Large Language Models with Domain-specific Retrieval Augment Generation: A Case Study on Long-form Consumer Health Question Answering in Ophthalmology
arXiv (Cornell University)·2024· 6 citedOpen Access
Ascle—A Python Natural Language Processing Toolkit for Medical Text Generation: Development and Evaluation Study
Journal of Medical Internet Research·2024· 11 citedOpen Access
Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation (Preprint)
2024· 1 citedOpen Access
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations
2024· 5 citedOpen Access
Ascle: A Python Natural Language Processing Toolkit for Medical Text Generation
arXiv (Cornell University)·2023· 2 citedOpen Access
Visual Outcomes and Patient Satisfaction After Bilateral Refractive Lens Exchange with a Trifocal Intraocular Lens in Patients with Presbyopia
Ophthalmology and Therapy·2023· 17 citedOpen Access
Oral minocycline for the treatment of retinitis pigmentosa–associated cystoid macular edema: results of a phase I/II clinical trial
Graefe s Archive for Clinical and Experimental Ophthalmology·2023· 8 cited
Investigations of Renal Function and Age-Related Macular Degeneration Phenotypes
Translational Vision Science & Technology·2022· 3 citedOpen Access
Ophthalmology Inquiries on Reddit: What Should Physicians Know?
Clinical ophthalmology·2022· 9 citedOpen Access
Opioid prescribing patterns among oculofacial plastic surgeons
International Ophthalmology·2022· 2 cited
Longitudinal characterization and treatment response of retinal arterial macroaneurysms in adult-onset coats disease
American Journal of Ophthalmology Case Reports·2022· 5 citedOpen Access
Automated Extraction of Pain Symptoms: A Natural Language Approach using Electronic Health Records.
PubMed·2022· 8 cited
DeepLensNet: Deep Learning Automated Diagnosis and Quantitative Classification of Cataract Type and Severity
Ophthalmology·2022· 69 citedOpen Access
Comparison of Cone Density Measurements in Patients with Retinitis Pigmentosa and Healthy Controls using Adaptive Optics
Investigative Ophthalmology & Visual Science·2021Open Access
Measuring Risky Driving Behavior Using an mHealth Smartphone App: Development and Evaluation of gForce
JMIR mhealth and uhealth·2018· 15 citedOpen Access
Measuring Risky Driving Behavior Using an mHealth Smartphone App: Development and Evaluation of gForce (Preprint)
2017Open Access

Frequent Co-authors

Tiarnán D L Keenan(7), Emily Y. Chew(6), Qingyu Chen(5), Zhiyong Lu(4), Catherine A. Cukras(4), Maxwell Singer(4), Ron A. Adelman(4), Yih Chung Tham(3), Jocelyn Hui Lin Goh(3), Rui Yang(3), Qingcheng Zeng(3), Keen You(3), Yujie Qiao(3), Lucas Huang(3), Chia-Chun Hsieh(3), Benjamin Rosand(3), Jeremy Goldwasser(3), Dragomir Radev(3), Aidan Gilson(3), Elvira Agrón(2)