Trauma – Max Gordon's research group

Publications

All publications from group members

• Article: JSES REVIEWS, REPORTS, AND TECHNIQUES. 2026;6(3):100751

  Swedish trends in excision arthroplasty of the acromioclavicular joint during 2008-2023: a population-based register study.

  Mili-Schmidt V; Hallberg K; Axenhus M
• Review: ARTIFICIAL INTELLIGENCE IN MEDICINE. 2026;177:103421

  Measuring the quality of AI-generated clinical notes: A systematic review and experimental benchmark of evaluation methods

  Dahlberg A; Kaenniemi T; Winther-Jensen T; Tapiola O; Luisto R; Puranen T; Gordon M; Sanmark E; Vartiainen V
• Review: EFORT OPEN REVIEWS. 2026;11(5):366-371

  The need of innovation and of preservation of well-established techniques in the era of MDR for improving outcomes

  Gordon M; Wolf O; Mili-Schmidt V
• Article: BMC MUSCULOSKELETAL DISORDERS. 2026;27(1):195

  Automated classification of shoulder radiology focusing on cuff tear arthropathy and glenoid erosion using AI

  Axenhus M; Magneli M; Gislen J; Fagrell J; Ling P; Demir Y; Domeij Arverud E; Hallberg K; Salomonsson B; Gordon M
• Article: PLOS ONE. 2025;20(12):e0338676

  Asymptomatic osteolysis as a risk factor for cardiovascular disease after total hip arthroplasty: A retrospective cohort study

  Rysinska A; Aspberg S; Eisler T; Axenhus M; Hailer NP; Hallman D; Laurencikas E; Gordon M; Skoldenberg O
• Article: NATURE COMMUNICATIONS. 2025;17(1):151

  Plasma protein profiling predicts cancer in patients with non-specific symptoms

  Wannberg F; Alvez MB; Qvick A; Pongracz T; Aguilera K; Adolfsson E; Essehorn L; Gordon M; Uhlen M; Helenius G; Hjalmar V; Aberg M; Rosell A; Thalin C
• Preprint: MEDRXIV. 2025

  Measuring the Quality of AI-Generated Clinical Notes: A Systematic Review and Experimental Benchmark of Evaluation Methods

  Dahlberg A; Käenniemi T; Winther-Jensen T; Tapiola O; Luisto R; Puranen T; Gordon M; Sanmark E; Vartiainen V
• Doctoral thesis: 2025

  Studies on surgical site infections after orthopaedic surgery : focusing on air-born transmission

  Persson A
• Article: BMC MUSCULOSKELETAL DISORDERS. 2025;26(1):848

  Use of artificial intelligence for classification of fractures around the elbow in adults according to the 2018 AO/OTA classification system

  Pettersson A; Axenhus M; Stukan T; Ljungberg O; Nasell H; Razavian AS; Gordon M
• Journal article: ANNALS OF ONCOLOGY. 2025;36:s252-s253

  Cancer prediction using plasma protein profiling in patients with non-specific symptoms

  Wannberg F; Alvez MB; Qvick A; Pongracz T; Aguilera K; Adolfsson E; Essehorn LE; Gordon M; Uhlen M; Helenius G; Hjalmar V; Aberg M; Rosell A; Thalin C
• Journal article: ANNALS OF THE RHEUMATIC DISEASES. 2025;84:1196-1197

  POS1112 IMPLEMENTATION AND BARRIERS TO USE OF DIGITAL TECHNOLOGIES IN RHEUMATOLOGY PRACTICE: PRELIMINARY RESULTS FROM A SCOPING SURVEY FROM THE EULAR DIGITAL HEALTH & TECHNOLOGY STUDY GROUP

  McGagh D; Baker KF; Coates LC; Gordon M; Grasshoff H; Grimm B; Hinchliffe C; Hügle T; Hunter H; Kennedy N; Compeyrot-Lacassagne S; Macrae V; Lauvsnes MB; Livermore P; Richter J; Del Din S; Ng WF
• Conference publication: ANNALS OF THE RHEUMATIC DISEASES. 2025;84

  IMPLEMENTATION AND BARRIERS TO USE OF DIGITAL TECHNOLOGIES IN RHEUMATOLOGY PRACTICE: PRELIMINARY RESULTS FROM A SCOPING SURVEY FROM THE EULAR DIGITAL HEALTH & TECHNOLOGY STUDY GROUP

  Mcgagh D; Baker KF; Coates LC; Gordon M; Grasshoff H; Grimm B; Hinchliffe C; Huegle T; Hunter H; Kennedy N; Compeyrot-Lacassagne S; Macrae V; Lauvsnes MB; Livermore P; Richter J; Del Din S
• Article: INFLAMMATION. 2025;48(2):760-769

  Plasma H3Cit-DNA Discriminates Between Cancer and Inflammation in a Cohort of Patients with Unspecific Cancer Symptoms

  Wannberg F; Hjalmar V; Ng H; Johansson C; Probert F; Phillipson M; Aberg M; Gordon M; Mackman N; Rosell A; Thalin C
• Article: NEJM EVID. 2025;4(4):evidoa2400289

  Effect of Plasma Air Purifiers on Infection Rates in Orthopedic Surgery

  Persson A; Atroshi I; Tyszkiewicz T; Hailer NP; Lazarinis S; Eisler T; Brismar H; Mukka S; Kernell P-J; Mohaddes M; Skoeldenberg O; Gordon M
• Article: ACTA ORTHOPAEDICA. 2025;96:13-18

  Automated diagnosis and classification of metacarpal and phalangeal fractures using a convolutional neural network: a retrospective data analysis study

  Axenhus M; Wallin A; Havela J; Severin S; Karahan A; Gordon M; Magneli M
• Article: BMC MUSCULOSKELETAL DISORDERS. 2024;25(1):788

  External validation of an artificial intelligence multi-label deep learning model capable of ankle fracture classification

  Olczak J; Prijs J; Ijpma F; Wallin F; Akbarian E; Doornberg J; Gordon M
• Conference publication: CLINICAL LYMPHOMA MYELOMA & LEUKEMIA. 2024;24:S523

  Romidepsin, Azacitidine, Dexamethasone, and Lenalidomide (RAdR) for Relapsed/Refractory T-Cell Malignancies (R/R TCM)

  Gordon M; Miljkovic M; Ng S; Lakhotia R; Melani C; Conlon K; Phelan J; Bryant B; Yee L; Pittaluga S; Jaffe E; Staudt L; Wilson W; Roschewski M
• Journal article: CELL. 2024;187(14):3726-3740.e43

  Modulation of FGF pathway signaling and vascular differentiation using designed oligomeric assemblies

  Edman NI; Phal A; Redler RL; Schlichthaerle T; Srivatsan SR; Ehnes DD; Etemadi A; An SJ; Favor A; Li Z; Praetorius F; Gordon M; Vincent T; Marchiano S; Blakely L; Lin C; Yang W; Coventry B; Hicks DR; Cao L; Bethel N; Heine P; Murray A; Gerben S; Carter L; Miranda M; Negahdari B; Lee S; Trapnell C; Zheng Y; Murry CE; Schweppe DK; Freedman BS; Stewart L; Ekiert DC; Schlessinger J; Shendure J; Bhabha G; Ruohola-Baker H; Baker D
• Article: ACTA ORTHOPAEDICA. 2024;95:340-347

  Development and validation of an artificial intelligence model for the classification of hip fractures using the AO-OTA framework

  Akbarian E; Mohammadi M; Tiala E; Ljungberg O; Razavian ASHARIF; Magneli M; Gordon M
• Article: ACTA ORTHOPAEDICA. 2024;95:319-324

  Artificial intelligence can be used in the identification and classification of shoulder osteoarthritis and avascular necrosis on plain radiographs: a training study of 7,139 radiograph sets

  Magneli M; Axenhus M; Fagrell J; Ling P; Gislen J; Demir Y; Domeij-arverud E; Hallberg K; Salomonsson B; Gordon M
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Staff and contact

Group leader

• 

  Max Gordon

  Adjunct Senior Lecturer | Docent

  E-mail max.gordon@ki.se

  Orthopaedic surgeon and AI researcher leading CAIR-lab. Focus on integrating AI, statistics and RCTs to improve clinical decision-making and personalised treatment.

All members of the group

• 

  Michael Axenhus

  Affiliated to Research | Docent

  E-mail michael.axenhus@ki.se

  Associate Professor and group leader at the Karolinska Institute. Leads the group “Translational Clinical Orthopedics,” which acts as a bridge between preclinical and clinical research.&#160

• Kristofer Hallberg

  Affiliated to Research

  E-mail kristofer.hallberg@ki.se
• Carl Johan Hedbeck

  Affiliated to Research

  E-mail carl-johan.hedbeck@ki.se
• 

  Martin Magnéli

  Affiliated to Research

  E-mail martin.magneli@ki.se
• Anders Persson

  Affiliated to Research

  E-mail anders.persson.1@ki.se
• 

  Viktor Mili-Schmidt

  Affiliated to Research

  E-mail viktor.schmidt@ki.se
• 

  Sara Severin

  Phd Student

  E-mail sara.severin@ki.se
• Maria Unbeck

  Affiliated to Research

  E-mail maria.unbeck@ki.se

Other people connected to the group

• Magnéli, Martin
• Nåsell, Hans