Isotta Landi

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 11

Top Topics

Cluster Membership

Clustering Solutions

Electronic Health Records

Top Venues

npj Digit. Medicine

Publications

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
Generative Large Language Models are autonomous practitioners of evidence-based medicine. CoRR (2024)
Alissa A. Valentine, Lauren A. Lepow, Alexander W. Charney, Isotta Landi
The Point of View of a Sentiment: Towards Clinician Bias Detection in Psychiatric Notes. CoRR (2024)
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
Extracting Social Support and Social Isolation Information from Clinical Psychiatry Notes: Comparing a Rule-based NLP System and a Large Language Model. CoRR (2024)
Alissa A. Valentine, Alexander W. Charney, Isotta Landi
Fair Machine Learning for Healthcare Requires Recognizing the Intersectionality of Sociodemographic Factors, a Case Study. CoRR (2024)
Isotta Landi, Eugenia Alleva, Alissa A. Valentine, Lauren A. Lepow, Alexander W. Charney
Clinical Text Deduplication Practices for Efficient Pretraining and Improved Clinical Tasks. CoRR (2023)
Eugenia Alleva, Isotta Landi, Leslee J. Shaw, Erwin P. Böttinger, Thomas J. Fuchs, Ipek Ensari
Keyword-optimized Template Insertion for Clinical Information Extraction via Prompt-based Learning. CoRR (2023)
Isotta Landi, Veronica Mandelli, Michael V. Lombardo
reval: A Python package to determine best clustering solutions with stability-based relative clustering validation. Patterns 2 (4) (2021)
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
Extracting Social Isolation Information From Psychiatric Notes in the Electronic Health Records. AMIA (2021)
Isotta Landi, Veronica Mandelli, Michael V. Lombardo
reval: a Python package to determine the best number of clusters with stability-based relative clustering validation. CoRR (2020)
Isotta Landi, Benjamin S. Glicksberg, Hao-Chih Lee, Sarah T. Cherng, Giulia Landi, Matteo Danieletto, Joel T. Dudley, Cesare Furlanello, Riccardo Miotto
Deep representation learning of electronic health records to unlock patient stratification at scale. npj Digit. Medicine 3 (2020)
Isotta Landi, Benjamin S. Glicksberg, Hao-Chih Lee, Sarah T. Cherng, Giulia Landi, Matteo Danieletto, Joel T. Dudley, Cesare Furlanello, Riccardo Miotto
Deep Representation Learning of Electronic Health Records to Unlock Patient Stratification at Scale. CoRR (2020)