Jeremy Irvin

Jeremy Irvin

Stanford University

H-index: 16

North America-United States

About Jeremy Irvin

Jeremy Irvin, With an exceptional h-index of 16 and a recent h-index of 16 (since 2020), a distinguished researcher at Stanford University, specializes in the field of machine learning, climate change, healthcare.

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

Automatic deforestation driver attribution using deep learning on satellite imagery

Geo-bench: Toward foundation models for earth monitoring

CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds

USat: A Unified Self-Supervised Encoder for Multi-Sensor Satellite Imagery

An Empirical Study of Automated Mislabel Detection in Real World Vision Datasets

A System for Automated Vehicle Damage Localization and Severity Estimation Using Deep Learning

Weakly-semi-supervised object detection in remotely sensed imagery

Systems and methods for radiology image classification from noisy images

Jeremy Irvin Information

University

Position

PhD Student

Citations(all)

7520

Citations(since 2020)

7290

Cited By

2460

hIndex(all)

16

hIndex(since 2020)

16

i10Index(all)

23

i10Index(since 2020)

22

Email

University Profile Page

Google Scholar

Jeremy Irvin Skills & Research Interests

machine learning

climate change

healthcare

Top articles of Jeremy Irvin

Automatic deforestation driver attribution using deep learning on satellite imagery

Global Environmental Change

2024/5/1

Jeremy Irvin
Jeremy Irvin

H-Index: 9

Hao Sheng
Hao Sheng

H-Index: 15

Geo-bench: Toward foundation models for earth monitoring

Advances in Neural Information Processing Systems

2024/2/13

CloudTracks: A Dataset for Localizing Ship Tracks in Satellite Images of Clouds

arXiv preprint arXiv:2401.14486

2024/1/25

Jeremy Irvin
Jeremy Irvin

H-Index: 9

Duncan Watson-Parris
Duncan Watson-Parris

H-Index: 13

USat: A Unified Self-Supervised Encoder for Multi-Sensor Satellite Imagery

arXiv preprint arXiv:2312.02199

2023/12/2

An Empirical Study of Automated Mislabel Detection in Real World Vision Datasets

arXiv preprint arXiv:2312.02200

2023/12/2

Jeremy Irvin
Jeremy Irvin

H-Index: 9

A System for Automated Vehicle Damage Localization and Severity Estimation Using Deep Learning

IEEE Transactions on Intelligent Transportation Systems

2023/12/1

Weakly-semi-supervised object detection in remotely sensed imagery

arXiv preprint arXiv:2311.17449

2023/11/29

Jeremy Irvin
Jeremy Irvin

H-Index: 9

Systems and methods for radiology image classification from noisy images

2023/10/24

How to Train Your CheXDragon: Training Chest X-Ray Models for Transfer to Novel Tasks and Healthcare Systems

arXiv preprint arXiv:2305.08017

2023/5/13

Diagnosis and Treatment of Patients With Suspected Pneumonia in 28 Utah Urgent Care Clinics

2023/5

Marked crosswalks in US transit-oriented station areas, 2007–2020: A computer vision approach using street view imagery

Environment and Planning B: Urban Analytics and City Science

2023/2

Probabilistic Prediction of Laboratory Test Information Yield

AMIA Annual Symposium Proceedings

2023

VetLLM: Large Language Model for Predicting Diagnosis from Veterinary Notes

2023

A pragmatic, stepped-wedge, cluster-controlled clinical trial of real-time pneumonia clinical decision support

American Journal of Respiratory and Critical Care Medicine

2022/6/1

Agree to Agree? Pilot Deployment of Artificial Intelligence Pneumonia Detection in Seven Emergency Departments

2022/5

CheXED: comparison of a deep learning model to a clinical decision support system for pneumonia in the emergency department

Journal of thoracic imaging

2022/5/1

Improving debris flow evacuation alerts in Taiwan using machine learning

arXiv preprint arXiv:2208.13027

2022/8/27

Yi-Lin Tsai
Yi-Lin Tsai

H-Index: 4

Jeremy Irvin
Jeremy Irvin

H-Index: 9

METER-ML: a multi-sensor earth observation benchmark for automated methane source mapping

arXiv preprint arXiv:2207.11166

2022/7/22

Jeremy Irvin
Jeremy Irvin

H-Index: 9

Chenghao Wang
Chenghao Wang

H-Index: 12

Towards global mapping of oil and gas infrastructure for MethaneSAT source attribution

AGU Fall Meeting Abstracts

2021/12

See List of Professors in Jeremy Irvin University(Stanford University)

Co-Authors

academic-engine