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)

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)

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; et al. (AMIA, 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)

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)

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)

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; et al. (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; et al. (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)

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)

Extracting social support and social isolation information from clinical psychiatry notes: comparing a rule-based natural language processing 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; et al. (J. Am. Medical Informatics Assoc., 2025)

Keyword-optimized template insertion for clinical note classification via prompt-based learning. - Eugenia Alleva; Isotta Landi; Leslee J. Shaw; Erwin P. Bottinger; Ipek Ensari; Thomas J. Fuchs (BMC Medical Informatics Decis. Mak., 2025)