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Daniel Stahl

King’s College London - Institute of Psychiatry, Psychology and Neuroscience

SCHOLARLY PAPERS

5

DOWNLOADS

453

TOTAL CITATIONS

0

Scholarly Papers (5)

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1.

Balancing Accuracy and Interpretability: An R Package Assessing Complex Relationships Beyond the Cox Model and Applications to Clinical Prediction

Number of pages: 29 Posted: 07 Nov 2024
Diana Shamsutdinova, Daniel Stamate and Daniel Stahl
King’s College London - Institute of Psychiatry, Psychology and Neuroscience, affiliation not provided to SSRN and King’s College London - Institute of Psychiatry, Psychology and Neuroscience
Downloads 161 (464,454)

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clinical prediction model, interpretability, survival analysis, ensemble methods, internal validation, R

2.

Sample Size in Natural Language Processing Within Healthcare Research

Number of pages: 71 Posted: 06 Sep 2023
Jaya Chaturvedi, Diana Shamsutdinova, Felix Zimmer, Sumithra Velupillai, Daniel Stahl, Robert Stewart and Angus Roberts
King’s College London - Institute of Psychiatry, Psychology and Neuroscience, King’s College London - Institute of Psychiatry, Psychology and Neuroscience, King’s College London - Institute of Psychiatry, Psychology and Neuroscience, King’s College London - Institute of Psychiatry, Psychology and Neuroscience, King’s College London - Institute of Psychiatry, Psychology and Neuroscience, King’s College London - Institute of Psychiatry, Psychology and Neuroscience and King’s College London - Institute of Psychiatry, Psychology and Neuroscience
Downloads 150 (494,203)

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sample size, Natural language processing, Machine Learning

3.

Development and Validation of a Precision Treatment Rules for First-Line Antipsychotic Recommendations in First Episode of Psychosis Jointly Incorporating Effectiveness, Side Effects and Patient Preferences

Number of pages: 18 Posted: 10 Jun 2025
Kamil Krakowski, Dominic Oliver, Maite Aribas, Yanakan Logeswaran Logeswaran, Andrea de Micheli, Rashmi Patel, Daniel Stahl and Paolo Fusar-Poli
University of Pavia - Department of Brain and Behavioral Sciences, King’s College London - Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King’s College London - Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King’s College London - Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King’s College London - Institute of Psychiatry, Psychology & Neuroscience (IoPPN), University of Cambridge - Department of Psychiatry, King’s College London - Institute of Psychiatry, Psychology and Neuroscience and King’s College London - Department of Psychosis Studies
Downloads 85 (771,553)

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precision treatment rules, precision psychiatry, causal machine learning, psychosis, antipsychotics

4.

Pre-hospital neurological risk stratification at return of spontaneous circulation (ROSC) after out-of-hospital cardiac arrest - the Pre-MIRACLE2 score

Number of pages: 31 Posted: 02 Mar 2026
Muhamad Abd Razak, John Hodsoll, Prajith Jeyaprakash, Michael McGarvey, Garry Hamilton, Roman Roy, Evan Ansell, Sundeep Kalra, Peter Kordis, Antonio Cannata, Rupert Simpson, Uzma Sajjad, Nick Curzen, Serena Rakar, Clare Appleby, Abdul Mozid, Satpal Arri, Krishnaraj Rathod, Piotr Pałczyński, Mariusz Sieminski, Julian Yeoh, Thomas William Johnson, Paul Rees, Thomas R. Keeble, Rafal Dworakowski, Rachael Fothergill, Marko Noc, Philip MacCarthy, Jonathan Byrne, Daniel Stahl and Nilesh Pareek
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, Royal Free Hospital, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, University of Southampton - Coronary Research Group, affiliation not provided to SSRN, affiliation not provided to SSRN, Leeds General Infirmary, affiliation not provided to SSRN, affiliation not provided to SSRN, Medical University of Gdańsk, University of Gdansk, affiliation not provided to SSRN, University of Bristol - Bristol Heart Institute, University of Minnesota, affiliation not provided to SSRN, affiliation not provided to SSRN, London Ambulance Service NHS Trust, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, King’s College London - Institute of Psychiatry, Psychology and Neuroscience and affiliation not provided to SSRN
Downloads 57 (989,921)

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Out of Hospital Cardiac Arrest, resuscitation, Risk Scores

5.

Predicting Prevalence of Type 2 Diabetes for People with Severe Mental Illness. Cross-Sectional Study Based on Primary Care Data of a Multi-Ethnic East London Population

Posted: 27 Nov 2022
Diana Shamsutdinova, Jayati Das-Munshi, Mark Ashworth, Angus Roberts and Daniel Stahl
King’s College London - Institute of Psychiatry, Psychology and Neuroscience, King’s College London - Institute of Psychiatry, Psychology & Neuroscience (IoPPN), King’s College London - ESRC Centre for Society and Mental Health, King’s College London - Institute of Psychiatry, Psychology and Neuroscience and King’s College London - Institute of Psychiatry, Psychology and Neuroscience

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type 2 diabetes, severe mental illness, schizophrenia, prediction modelling, Electronic Health Records