Research output

Publications

Links to PubMed and DOI records.

2026

Guideline‐augmented prompting improves comparative preference and response consistency of large language model outputs for orthopaedic anaesthesia questions: A controlled prompting study

Anita Széll, Yinan Yu, Jacob F. Oeding, Felix C. Oettl, Adam Piasecki, Keti Dalla, Tobias Siöland, Mathias Hård af Segerstad, Fredrik Olsen, Peter Larsson, Stefano Zaffagnini, Kristian Samuelsson, Fredrik Hessulf

J Exp Orthop. · 2026 · 13:e70922.

Analgesic patterns and predictors of opioid consumption following epidural analgesia discontinuation after pancreatic cancer surgery

Samuel Fredriksson, Christina Biörserud, Johanna Wennerblom, Jessica Komi, Natalie Svensson, Paulin Andréll, Adam Piasecki

Scand J Pain. · 2026 · Sep 9;26(1).

Early prognostication for ICU patients with combined respiratory and circulatory failure: an interpretable machine learning approach

Adam Piasecki, Kamil Adamczyk, Marcin Śniegowski, Raffaele Mandarano, Beatrice Brunoni, Harm-Jan de Grooth, Paul W G Elbers

Sci Rep. · 2026 · Jun 25;16(1):21423

2025

Clinical outcomes in elderly patients on direct oral anticoagulant drugs undergoing surgery for acute hip fracture (AHF)

Elsa Wemmert, Pernilla Eklöf, Victor Linder, Emilia Möller Rydberg, Keti Dalla, Bengt Nellgård, Fredrik Hessulf, Adam Piasecki

Eur J Trauma Emerg Surg · 2025 · Nov 25;51(1):344.

Treatment limitations - under submission

Lisa Wiltz et al.

Add journal · 2025 · Add volume/pages

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2024

ICURE: Intensive care unit (ICU) risk evaluation for 30-day mortality. Developing and evaluating a multivariable machine learning prediction model for patients admitted to the general ICU in Sweden

Tobias Siöland, Araz Rawshani, Bengt Nellgård, Johan Malmgren, Jonatan Oras, Keti Dalla, Giovanni Cinà, Lars Engerström, Fredrik Hessulf

Acta Anaesthesiol Scand · 2024 · Nov;68(10):1379-1389

Prediction of neurologic outcome after out-of-hospital cardiac arrest: An interpretable approach with machine learning

Araz Rawshani, Fredrik Hessulf, John Deminger, Pedram Sultanian, Vibha Gupta, Peter Lundgren, Mohammed Mohammed, Monér Abu Alchay, Tobias Siöland, Emilia Gryska, Adam Piasecki

Resuscitation · 2024 · Sep:202:110359

2023

Predicting survival and neurological outcome in out-of-hospital cardiac arrest using machine learning: the SCARS model

Fredrik Hessulf, Deepak L Bhatt, Johan Engdahl, Peter Lundgren, Elmir Omerovic, Aidin Rawshani, Edvin Helleryd, Christian Dworeck, Hans Friberg, Björn Redfors, Niklas Nielsen, Anna Myredal, Attila Frigyesi, Johan Herlitz, Araz Rawshani

EBioMedicine · 2023 · Mar:89:104464

Temporal variation in survival following in-hospital cardiac arrest in Sweden

Fredrik Hessulf, Johan Herlitz, Peter Lundgren, Solveig Aune, Anna Myredal, Johan Engdahl, Araz Rawshani

Int J Cardiol · 2023 · Jun 15:381:112-119