Marzyeh Ghassemi - Publications, H-index & Citations

Marzyeh Ghassemi

massachusetts institute of technology

52H指数

294论文数

1.4W被引数

收录论文 59

发表时间

Privacy risks from medical AI tools are not shared equally 医疗人工智能工具带来的隐私风险并非平均分担

Nature

IF48.5

2026-08-04

PREAI

Haoran Zhang; Marzyeh Ghassemi

Divergent impacts of explainable AI for dermatological diagnosis on clinicians versus lay people 可解释人工智能在皮肤病学诊断中对临床医生与普通人的差异化影响

Nature Medicine

IF50

2026-08-04

OAAI

Xuhai ‘Orson’ Xu; Haoyu Hu; Haoran Zhang; Will Ke Wang; Reina Wang; Luis R. Soenksen; Omar Badri; Sheharbano Jafry; Elise Burger; Lotanna Nwandu; Apoorva Mehta; Erik P. Duhaime; Asif Qasim; Hause Lin; Janis Karleen Pereira; Jonathan Hershon; Paulius Mui; Alejandro A. Gru; Noémie Elhadad; Lena Mamykina; Matthew Groh; Philipp Tschandl; Roxana Daneshjou; Marzyeh Ghassemi

Physical restraint use in a United States intensive care unit—a retrospective cross sectional, single center cohort study from 2008 to 2022 美国重症监护病房中的身体约束使用情况——一项2008年至2022年的回顾性横断面、单中心队列研究

The Lancet Regional Health - Americas

IF0

2026-01-14

OAAI

Maximin Lange; Leo A. Celi; Ben Carter; Jesse D. Raffa; Sharon C. O'Donoghue; Marzyeh Ghassemi; Tom J. Pollard

Organ retrieval and collection of health information for donation: The ORCHID dataset 器官获取和捐献健康信息收集：ORCHID 数据集

Scientific Data

IF6.9

2026-01-13

OAAI

Hammaad Adam; Tom Pollard; Vinith Suriyakumar; Benjamin Moody; Jan Niklas Adams; Jennifer Erickson; Greg Segal; Matthew Wadsworth; Ashia Wilson; Marzyeh Ghassemi

Personalizing prostate cancer education for patients using an EHR-Integrated LLM agent 使用EHR集成的LLM代理为患者个性化前列腺癌教育

npj Digital Medicine

IF15.1

2025-12-18

OAAI

Yuexing Hao; Jason Holmes; Mark R. Waddle; Brian J. Davis; Nathan Y. Yu; Kristin S. Vickers; Heather Preston; Drew Margolin; Corinna E. Löckenhoff; Aditya Vashistha; Saleh Kalantari; Marzyeh Ghassemi; Wei Liu

Redefining druggable targets with artificial intelligence 利用人工智能重新定义可成药性靶点

Nature Biotechnology

IF41.7

2025-08-19

PREAI

Karen Akinsanya; Mohammed AlQuraishi; Ann Boija; John Chodera; Anna Cichońska; Marzyeh Ghassemi; Martha Head; Wengong Jin; Warren A. Kibbe; Nevan Krogan; Michael V. LeVine; John Moult; Lynda Stuart; Georgia Tourassi; James Zou; Regina Barzilay; Olivier Elemento

Large language model integrations in cancer decision-making: a systematic review and meta-analysis 癌症决策中的大语言模型集成: 系统回顾和荟萃分析

npj Digital Medicine

IF15.1

2025-07-17

OAAI

Yuexing Hao; Zhiwen Qiu; Jason Holmes; Corinna E. Löckenhoff; Wei Liu; Marzyeh Ghassemi; Saleh Kalantari

Machine learning used to study risk factors for chronic diseases: A scoping review 机器学习用于研究慢性疾病风险因素：一项范围综述

Canadian Journal of Public Health

IF0

2025-06-11

OAAI

Mahek Shergill; Steve Durant; Sharon Birdi; Roxana Rabet; Carolyn Ziegler; Shehzad Ali; David Buckeridge; Marzyeh Ghassemi; Jennifer Gibson; Ava John-Baptiste; Jillian Macklin; Melissa McCradden; Kwame McKenzie; Parisa Naraei; Akwasi Owusu-Bempah; Laura C. Rosella; James Shaw; Ross Upshur; Sharmistha Mishra; Andrew D. Pinto

Computational challenges arising in algorithmic fairness and health equity with generative AI 生成式AI在算法公平和健康公平中产生的计算挑战

NATURE COMPUTATIONAL SCIENCE

IF18.3

2025-05-16

PREAI

Suriyakumar, Vinith M.; Zink, Anna; Hightower, Maia; Ghassemi, Marzyeh; Beaulieu-Jones, Brett

Bias in machine learning applications to address non-communicable diseases at a population-level: a scoping review 在人群层面解决非传染性疾病的机器学习应用中的偏见: 范围审查

BMC PUBLIC HEALTH

IF3.6

2024-12-28

OAAI

Birdi, Sharon; Rabet, Roxana; Durant, Steve; Patel, Atushi; Vosoughi, Tina; Shergill, Mahek; Costanian, Christy; Ziegler, Carolyn P.; Ali, Shehzad; Buckeridge, David; Ghassemi, Marzyeh; Gibson, Jennifer; John-Baptiste, Ava; Macklin, Jillian; Mccradden, Melissa; Mckenzie, Kwame; Mishra, Sharmistha; Naraei, Parisa; Owusu-Bempah, Akwasi; Rosella, Laura; Shaw, James; Upshur, Ross; Pinto, Andrew D.

Using labels to limit AI misuse in health 使用标签限制AI在健康中的滥用

NATURE COMPUTATIONAL SCIENCE

IF18.3

2024-09-24

PREAI

Nsoesie, Elaine O.; Ghassemi, Marzyeh

Limiting bias in AI models for improved and equitable cancer care 限制AI模型中的偏见，以改善和公平的癌症护理

NATURE REVIEWS CANCER

IF66.8

2024-08-27

PREAI

Ghassemi, Marzyeh; Gusev, Alexander

The limits of fair medical imaging AI in real-world generalization 公平医学成像AI在现实世界泛化中的局限性

NATURE MEDICINE

IF50

2024-06-28

OAAI

Yang, Yuzhe; Zhang, Haoran; Gichoya, Judy W.; Katabi, Dina; Ghassemi, Marzyeh

TRIPOD plus AI statement: updated guidance for reporting clinical prediction models that use regression or machine learning methods TRIPOD plus AI声明: 报告使用回归或机器学习方法的临床预测模型的更新指南

BMJ-BRITISH MEDICAL JOURNAL

IF42.7

2024-04-16

103

OAAI

Collins, Gary S.; Moons, Karel G. M.; Dhiman, Paula; Riley, Richard; Beam, Andrew L.; Van Calster, Ben; Ghassemi, Marzyeh; Liu, Xiaoxuan; Reitsma, Johannes B.; van Smeden, Maarten; Boulesteix, Anne-Laure; Camaradou, Jennifer Catherine; Celi, Leo Anthony; Denaxas, Spiros; Denniston, Alastair K.; Glocker, Ben; Golub, Robert M.; Harvey, Hugh; Heinze, Georg; Hoffman, Michael M.; Kengne, Andre Pascal; Lam, Emily; Lee, Naomi; Loder, Elizabeth W.; Maier-Hein, Lena; Mateen, Bilal A.; McCradden, Melissa; Oakden-Rayner, Lauren; Ordish, Johan; Parnell, Richard; Rose, Sherri; Singh, Karandeep; Wynants, Laure; Logullo, Patricia

Mental-LLM: Leveraging Large Language Models for Mental Health Prediction via Online Text Data Mental-LLM: 通过在线文本数据利用大型语言模型进行精神卫生预测

PROCEEDINGS OF THE ACM ON INTERACTIVE MOBILE WEARABLE AND UBIQUITOUS TECHNOLOGIES-IMWUT

IF4.5

2024-03-06

OAAI

Xu, Xuhai; Yao, Bingsheng; Dong, Yuanzhe; Gabriel, Saadia; Yu, Hong; Hendler, James; Ghassemi, Marzyeh; Dey, Anind K.; Wang, Dakuo

Optimizing warfarin dosing for patients with atrial fibrillation using machine learning 使用机器学习优化房颤患者的华法林剂量

SCIENTIFIC REPORTS

IF3.9

2024-02-24

OAAI

Petch, Jeremy; Nelson, Walter; Wu, Mary; Ghassemi, Marzyeh; Benz, Alexander; Fatemi, Mehdi; Di, Shuang; Carnicelli, Anthony; Granger, Christopher; Giugliano, Robert; Hong, Hwanhee; Patel, Manesh; Wallentin, Lars; Eikelboom, John; Connolly, Stuart J.

Phenome- and genome-wide analyses of retinal optical coherence tomography images identify links between ocular and systemic health

SCIENCE TRANSLATIONAL MEDICINE

IF14.6

2024-01-24

PREAI

Zekavat, Seyedeh Maryam; Jorshery, Saman Doroodgar; Rauscher, Franziska G.; Horn, Katrin; Sekimitsu, Sayuri; Koyama, Satoshi; Nguyen, Trang T.; Costanzo, Maria C.; Jang, Dongkeun; Burtt, Noel P.; Kuehnapfel, Andreas; Shweikh, Yusrah; Ye, Yixuan; Raghu, Vineet; Zhao, Hongyu; Ghassemi, Marzyeh; Elze, Tobias; Segre, Ayellet V.; Wiggs, Janey L.; Del Priore, Lucian; Scholz, Markus; Wang, Jay C.; Natarajan, Pradeep; Zebardast, Nazlee

Dissecting the heterogeneity of in the wild stress from multimodal sensor data

NPJ DIGITAL MEDICINE

IF15.1

2023-12-20

OAAI

Nagaraj, Sujay; Goodday, Sarah; Hartvigsen, Thomas; Boch, Adrien; Garg, Kopal; Gowda, Sindhu; Foschini, Luca; Ghassemi, Marzyeh; Friend, Stephen; Goldenberg, Anna

The value of standards for health datasets in artificial intelligence-based applications 健康数据集标准在基于人工智能的应用中的价值

NATURE MEDICINE

IF50

2023-10-26

OAAI

Arora, Anmol; Alderman, Joseph E.; Palmer, Joanne; Ganapathi, Shaswath; Laws, Elinor; Mccradden, Melissa D.; Oakden-Rayner, Lauren; Pfohl, Stephen R.; Ghassemi, Marzyeh; Mckay, Francis; Treanor, Darren; Rostamzadeh, Negar; Mateen, Bilal; Gath, Jacqui; Adebajo, Adewole O.; Kuku, Stephanie; Matin, Rubeta; Heller, Katherine; Sapey, Elizabeth; Sebire, Neil J.; Cole-Lewis, Heather; Calvert, Melanie; Denniston, Alastair; Liu, Xiaoxuan

Machine Learning-Based Early Warning Systems for Acute Care Utilization During Systemic Therapy for Cancer

JOURNAL OF THE NATIONAL COMPREHENSIVE CANCER NETWORK

IF16.4

2023-10-01

OAAI

Grant, Robert C.; He, Jiang Chen; Khan, Ferhana; Liu, Ning; Podolsky, Sho; Kaliwal, Yosuf; Powis, Melanie; Notta, Faiyaz; Chan, Kelvin K. W.; Ghassemi, Marzyeh; Gallinger, Steven; Krzyzanowska, Monika K.

研究方向