James Zou

James Zou

Stanford University

H-index: 67

North America-United States

About James Zou

James Zou, With an exceptional h-index of 67 and a recent h-index of 64 (since 2020), a distinguished researcher at Stanford University, specializes in the field of Machine learning, computational biology, computational health, statistics, biotech.

His recent articles reflect a diverse array of research interests and contributions to the field:

What's documented in AI? Systematic Analysis of 32K AI Model Cards

TWIGMA: A dataset of AI-Generated Images with Metadata From Twitter

Ai-Enabled Assessment Of Cardiac Function And Video Quality In Emergency Department Point-Of-Care Echocardiograms

SleepFM: Multi-modal Representation Learning for Sleep across ECG, EEG and Respiratory Signals

Systematic analysis of off-label and off-guideline cancer therapy usage in a real-world cohort of 165,912 US patients

Can AI Be as Creative as Humans?

Bridging the literacy gap for surgical consents: an AI-human expert collaborative approach

Mapping the increasing use of llms in scientific papers

James Zou Information

University

Position

___

Citations(all)

32687

Citations(since 2020)

26594

Cited By

14440

hIndex(all)

67

hIndex(since 2020)

64

i10Index(all)

180

i10Index(since 2020)

174

Email

University Profile Page

Stanford University

Google Scholar

View Google Scholar Profile

James Zou Skills & Research Interests

Machine learning

computational biology

computational health

statistics

biotech

Top articles of James Zou

Title

Journal

Author(s)

Publication Date

What's documented in AI? Systematic Analysis of 32K AI Model Cards

arXiv preprint arXiv:2402.05160

Weixin Liang

Nazneen Rajani

Xinyu Yang

Ezinwanne Ozoani

Eric Wu

...

2024/2/7

TWIGMA: A dataset of AI-Generated Images with Metadata From Twitter

Advances in Neural Information Processing Systems

Yiqun Chen

James Y Zou

2024/2/13

Ai-Enabled Assessment Of Cardiac Function And Video Quality In Emergency Department Point-Of-Care Echocardiograms

The Journal of Emergency Medicine

Bryan He

Dev Dash

Youyou Duanmu

Ting Xu Tan

David Ouyang

...

2023/2/24

SleepFM: Multi-modal Representation Learning for Sleep across ECG, EEG and Respiratory Signals

RN

Rahul Thapa

Bryan He

Magnus Ruud Kjær

Gauri Ganjoo

Hyatt Moore

...

2024

Systematic analysis of off-label and off-guideline cancer therapy usage in a real-world cohort of 165,912 US patients

Cell Reports Medicine

Ruishan Liu

Lisa Wang

Shemra Rizzo

Marius Rene Garmhausen

Navdeep Pal

...

2024/2/29

Can AI Be as Creative as Humans?

arXiv preprint arXiv:2401.01623

Haonan Wang

James Zou

Michael Mozer

Linjun Zhang

Anirudh Goyal

...

2024/1/3

Bridging the literacy gap for surgical consents: an AI-human expert collaborative approach

NPJ Digital Medicine

Rohaid Ali

Ian D Connolly

Oliver Y Tang

Fatima N Mirza

Benjamin Johnston

...

2024/3/8

Mapping the increasing use of llms in scientific papers

arXiv preprint arXiv:2404.01268

Weixin Liang

Yaohui Zhang

Zhengxuan Wu

Haley Lepp

Wenlong Ji

...

2024/4/1

Protein structure generation via folding diffusion

Nature Communications

Kevin E Wu

Kevin K Yang

Rianne van den Berg

Sarah Alamdari

James Y Zou

...

2024/2/5

Beyond confidence: Reliable models should also consider atypicality

Advances in Neural Information Processing Systems

Mert Yuksekgonul

Linjun Zhang

James Y Zou

Carlos Guestrin

2024/2/13

SPRITE: improving spatial gene expression imputation with gene and cell networks

bioRxiv

Eric D Sun

Rong Ma

James Zou

2024

Stochastic Amortization: A Unified Approach to Accelerate Feature and Data Attribution

arXiv preprint arXiv:2401.15866

Ian Covert

Chanwoo Kim

Su-In Lee

James Zou

Tatsunori Hashimoto

2024/1/29

Simple linear attention language models balance the recall-throughput tradeoff

arXiv preprint arXiv:2402.18668

Simran Arora

Sabri Eyuboglu

Michael Zhang

Aman Timalsina

Silas Alberti

...

2024/2/28

Deep learning for transesophageal echocardiography view classification

Scientific Reports

Kirsten R Steffner

Matthew Christensen

George Gill

Michael Bowdish

Justin Rhee

...

2024/1/2

Principled and interpretable alignability testing and integration of single-cell data

Proceedings of the National Academy of Sciences

Rong Ma

Eric D Sun

David Donoho

James Zou

2024/3/5

337 Bridging the Literacy Gap for Surgical Consents: An AI-Human Expert Collaborative Approach

Neurosurgery

Rohaid Ali

Ian David Connolly

Oliver Young Tang

Fatima Mirza

Benjamin Johnston

...

2024/4/1

Simple Models Versus Deep Learning in Detecting Low Ejection Fraction From The Electrocardiogram

European Heart Journal-Digital Health

J Weston Hughes

Sulaiman Somani

Pierre Elias

James Tooley

Albert J Rogers

...

2024/4/25

Selecting Large Language Model to Fine-tune via Rectified Scaling Law

arXiv preprint arXiv:2402.02314

Haowei Lin

Baizhou Huang

Haotian Ye

Qinyu Chen

Zihao Wang

...

2024/2/4

Dataperf: Benchmarks for data-centric ai development

Advances in Neural Information Processing Systems

Mark Mazumder

Colby Banbury

Xiaozhe Yao

Bojan Karlaš

William Gaviria Rojas

...

2024/2/13

Electrocardiographic deep learning for predicting post-procedural mortality: a model development and validation study

The Lancet Digital Health

David Ouyang

John Theurer

Nathan R Stein

J Weston Hughes

Pierre Elias

...

2024/1/1

See List of Professors in James Zou University(Stanford University)