Isotta Landi

According to our database, Isotta Landi authored at least 10 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study.

Alissa A. Valentine, Alexander W. Charney, Isotta Landi

CoRR, 2024

The Point of View of a Sentiment: Towards Clinician Bias Detection in Psychiatric Notes.

Alissa A. Valentine, Lauren A. Lepow, Alexander W. Charney, Isotta Landi

CoRR, 2024

Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model.

Braja Gopal Patra, Lauren A. Lepow, Praneet Kasi Reddy Jagadeesh Kumar, Veer Vekaria, Mohit Manoj Sharma, Prakash Adekkanattu, Brian Fennessy, Gavin Hynes, Isotta Landi, Jorge A. Sanchez-Ruiz, Euijung Ryu, Joanna M. Biernacka, Girish N. Nadkarni, Ardesheer Talati, Myrna Weissman, Mark Olfson, J. John Mann, Alexander W. Charney, Jyotishman Pathak

CoRR, 2024

Generative Large Language Models are autonomous practitioners of evidence-based medicine.

Akhil Vaid, Joshua Lampert, Juhee Lee, Ashwin Sawant, Donald Apakama, Ankit Sakhuja, Ali Soroush, Denise Lee, Isotta Landi, Nicole Bussola, Ismail Nabeel, Robbie Freeman, Patricia H. Kovatch, Brendan G. Carr, Benjamin S. Glicksberg, Edgar Argulian, Stamatios Lerakis, Monica Kraft, Alexander Charney, Girish N. Nadkarni

CoRR, 2024

2023

Clinical Text Deduplication Practices for Efficient Pretraining and Improved Clinical Tasks.

Isotta Landi, Eugenia Alleva, Alissa A. Valentine, Lauren A. Lepow, Alexander W. Charney

CoRR, 2023

Keyword-optimized Template Insertion for Clinical Information Extraction via Prompt-based Learning.

Eugenia Alleva, Isotta Landi, Leslee J. Shaw, Erwin P. Böttinger, Thomas J. Fuchs, Ipek Ensari

CoRR, 2023

2021

reval: A Python package to determine best clustering solutions with stability-based relative clustering validation.

Isotta Landi, Veronica Mandelli, Michael V. Lombardo

Patterns, 2021

Extracting Social Isolation Information From Psychiatric Notes in the Electronic Health Records.

Lauren A. Lepow, Braja Gopal Patra, Isotta Landi, Prakash Adekkanattu, Jyotishman Pathak, Mark Olfson, J. John Mann, Euijung Ryu, Joanna M. Biernacka, Girish N. Nadkarni, Priya Wickramaratne, Myrna Weissman, Benjamin S. Glicksberg, Alexander Charney

Proceedings of the AMIA 2021, American Medical Informatics Association Annual Symposium, San Diego, CA, USA, October 30, 2021, 2021

2020

Deep representation learning of electronic health records to unlock patient stratification at scale.

Isotta Landi, Benjamin S. Glicksberg, Hao-Chih Lee, Sarah T. Cherng, Giulia Landi, Matteo Danieletto, Joel T. Dudley, Cesare Furlanello, Riccardo Miotto

npj Digit. Medicine, 2020

reval: a Python package to determine the best number of clusters with stability-based relative clustering validation.

Isotta Landi, Veronica Mandelli, Michael V. Lombardo

CoRR, 2020