List of works - Marzyeh Ghassemi

A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data

scientific article

A Review of Challenges and Opportunities in Machine Learning for Health

scientific article published on 30 May 2020

Ambulatory assessment of phonotraumatic vocal hyperfunction using glottal airflow measures estimated from neck-surface acceleration

scientific article published in PLoS ONE

Author Correction: Do no harm: a roadmap for responsible machine learning for health care

scientific article published on 01 October 2019

Can AI Help Reduce Disparities in General Medical and Mental Health Care?

article

Challenges to the Reproducibility of Machine Learning Models in Health Care

scientific article published on 06 January 2020

Corrections to "Learning to Detect Vocal Hyperfunction From Ambulatory Neck-Surface Acceleration Features: Initial Results For Vocal Fold Nodules".

scientific article published in October 2015

Data Analysis

Do no harm: a roadmap for responsible machine learning for health care

scientific article published on 19 August 2019

Ensuring machine learning for healthcare works for all

scientific article published on 01 November 2020

Learning to detect vocal hyperfunction from ambulatory neck-surface acceleration features: initial results for vocal fold nodules

scientific article

Leveraging a critical care database: selective serotonin reuptake inhibitor use prior to ICU admission is associated with increased hospital mortality

scientific article

Making big data useful for health care: a summary of the inaugural MIT critical data conference

scientific article

Mental-LLM

scientific article published on 06 March 2024

Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference

scientific article

Predicting COVID-19 Pneumonia Severity on Chest X-ray With Deep Learning

scientific article published on 28 July 2020

Predicting intervention onset in the ICU with switching state space models

scientific article

Prediction using patient comparison vs. modeling: a case study for mortality prediction.

scientific article published in August 2016

Sharing is Caring: Exploring machine learning-enabled methods for regional medical imaging exchange using procedure metadata

scientific article published on 30 May 2020

Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data

scientific article published in June 2015

Sodium modelling to reduce intradialytic hypotension during haemodialysis for acute kidney injury in the intensive care unit

scientific article published on 21 November 2015

State of the art review: the data revolution in critical care

scientific article

Taking Off with AI: Lessons from Aviation for Healthcare

scientific article published on 29 October 2023

The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers ⬇️

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data

scientific article published in PLoS ONE

Time2Stop: Adaptive and Explainable Human-AI Loop for Smartphone Overuse Intervention

scientific article published on 11 May 2024

Treating health disparities with artificial intelligence

scientific article published on 01 January 2020

Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database.

scientific article published on 5 October 2016

Unfolding Physiological State: Mortality Modelling in Intensive Care Units

scientific article

Using Ambulatory Voice Monitoring to Investigate Common Voice Disorders: Research Update

scientific article

Visualization of Deep Models on Nursing Notes and Physiological Data for Predicting Health Outcomes Through Temporal Sliding Windows

scientific article published on 3 November 2020

List of works by Marzyeh Ghassemi

A Multivariate Timeseries Modeling Approach to Severity of Illness Assessment and Forecasting in ICU with Sparse, Heterogeneous Clinical Data

A Review of Challenges and Opportunities in Machine Learning for Health

Ambulatory assessment of phonotraumatic vocal hyperfunction using glottal airflow measures estimated from neck-surface acceleration

Author Correction: Do no harm: a roadmap for responsible machine learning for health care

Can AI Help Reduce Disparities in General Medical and Mental Health Care?

Challenges to the Reproducibility of Machine Learning Models in Health Care

Corrections to "Learning to Detect Vocal Hyperfunction From Ambulatory Neck-Surface Acceleration Features: Initial Results For Vocal Fold Nodules".

Data Analysis

Do no harm: a roadmap for responsible machine learning for health care

Ensuring machine learning for healthcare works for all

Learning to detect vocal hyperfunction from ambulatory neck-surface acceleration features: initial results for vocal fold nodules

Leveraging a critical care database: selective serotonin reuptake inhibitor use prior to ICU admission is associated with increased hospital mortality

Making big data useful for health care: a summary of the inaugural MIT critical data conference

Mental-LLM

Metadata correction: making big data useful for health care: a summary of the inaugural mit critical data conference

Predicting COVID-19 Pneumonia Severity on Chest X-ray With Deep Learning

Predicting intervention onset in the ICU with switching state space models

Prediction using patient comparison vs. modeling: a case study for mortality prediction.

Sharing is Caring: Exploring machine learning-enabled methods for regional medical imaging exchange using procedure metadata

Short-term Mortality Prediction for Elderly Patients Using Medicare Claims Data

Sodium modelling to reduce intradialytic hypotension during haemodialysis for acute kidney injury in the intensive care unit

State of the art review: the data revolution in critical care

Taking Off with AI: Lessons from Aviation for Healthcare

The Cells Out of Sample (COOS) dataset and benchmarks for measuring out-of-sample generalization of image classifiers ⬇️

The PLOS ONE collection on machine learning in health and biomedicine: Towards open code and open data

Time2Stop: Adaptive and Explainable Human-AI Loop for Smartphone Overuse Intervention

Treating health disparities with artificial intelligence

Understanding vasopressor intervention and weaning: risk prediction in a public heterogeneous clinical time series database.

Unfolding Physiological State: Mortality Modelling in Intensive Care Units

Using Ambulatory Voice Monitoring to Investigate Common Voice Disorders: Research Update

Visualization of Deep Models on Nursing Notes and Physiological Data for Predicting Health Outcomes Through Temporal Sliding Windows