Katie Link
katielink
·
AI & ML interests
Machine Learning for Health
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katielink's activity
upvoted
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5 months ago
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7 months ago
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7 months ago
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7 months ago
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7 months ago
BIOCLIP: A Vision Foundation Model for the Tree of Life
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2311.18803
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EHRSHOT: An EHR Benchmark for Few-Shot Evaluation of Foundation Models
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2307.02028
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3
Cancer-Net PCa-Data: An Open-Source Benchmark Dataset for Prostate Cancer Clinical Decision Support using Synthetic Correlated Diffusion Imaging Data
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2311.11647
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COVIDx CXR-4: An Expanded Multi-Institutional Open-Source Benchmark Dataset for Chest X-ray Image-Based Computer-Aided COVID-19 Diagnostics
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2311.17677
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3
NCL-SM: A Fully Annotated Dataset of Images from Human Skeletal Muscle Biopsies
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2311.15113
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SA-Med2D-20M Dataset: Segment Anything in 2D Medical Imaging with 20 Million masks
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2311.11969
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10 months ago
upvoted
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11 months ago
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11 months ago
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11 months ago
A Study of Generative Large Language Model for Medical Research and Healthcare
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2305.13523
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Large language models in medicine: the potentials and pitfalls
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2309.00087
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A Survey of Large Language Models for Healthcare: from Data, Technology, and Applications to Accountability and Ethics
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2310.05694
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HyenaDNA: Long-Range Genomic Sequence Modeling at Single Nucleotide Resolution
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2306.15794
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upvoted
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11 months ago
Knowledge-based in silico models and dataset for the comparative evaluation of mammography AI for a range of breast characteristics, lesion conspicuities and doses
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2310.18494
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MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter
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2310.12798
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Better to Ask in English: Cross-Lingual Evaluation of Large Language Models for Healthcare Queries
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2310.13132
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11 months ago
The impact of using an AI chatbot to respond to patient messages
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2310.17703
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Zephyr: Direct Distillation of LM Alignment
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2310.16944
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AlpaCare:Instruction-tuned Large Language Models for Medical Application
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2310.14558
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NoteChat: A Dataset of Synthetic Doctor-Patient Conversations Conditioned on Clinical Notes
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2310.15959
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Exploring the Boundaries of GPT-4 in Radiology
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2310.14573
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LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models
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2309.12307
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Recovering from Privacy-Preserving Masking with Large Language Models
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2309.08628
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RoentGen: Vision-Language Foundation Model for Chest X-ray Generation
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2211.12737
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Clinical Text Summarization: Adapting Large Language Models Can Outperform Human Experts
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2309.07430
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Do We Still Need Clinical Language Models?
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2302.08091
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Clinical Camel: An Open-Source Expert-Level Medical Language Model with Dialogue-Based Knowledge Encoding
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2305.12031
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The Shaky Foundations of Clinical Foundation Models: A Survey of Large Language Models and Foundation Models for EMRs
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2303.12961
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3
Learning to Exploit Temporal Structure for Biomedical Vision-Language Processing
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2301.04558
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LLaVA-Med: Training a Large Language-and-Vision Assistant for Biomedicine in One Day
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2306.00890
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Large-Scale Domain-Specific Pretraining for Biomedical Vision-Language Processing
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2303.00915
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From Sparse to Dense: GPT-4 Summarization with Chain of Density Prompting
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2309.04269
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Scaling Clinical Trial Matching Using Large Language Models: A Case Study in Oncology
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2308.02180
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MedAlign: A Clinician-Generated Dataset for Instruction Following with Electronic Medical Records
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2308.14089
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OpenProteinSet: Training data for structural biology at scale
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2308.05326
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Shepherd: A Critic for Language Model Generation
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2308.04592
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SILO Language Models: Isolating Legal Risk In a Nonparametric Datastore
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2308.04430
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UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition
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2308.03279
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Towards Generalist Biomedical AI
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2307.14334
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ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders
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2308.01317
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Med-Flamingo: a Multimodal Medical Few-shot Learner
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2307.15189
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