Max Gordon
Orthopaedic surgeon and AI researcher leading CAIR-lab. Focus on integrating AI, statistics and RCTs to improve clinical decision-making and personalised treatment.
About me
I am an orthopaedic surgeon and associate professor (docent) at Karolinska Institutet, and Head of the Trauma Unit at Danderyd University Hospital. I was awarded AI Swede of the Year 2023.
I am the founder and scientific lead of the Clinical AI Research Laboratory (CAIR-lab), where we develop and evaluate clinically applicable artificial intelligence across medical specialties.
My work focuses on integrating AI, advanced statistical methods, and clinical studies to improve decision-making, patient selection, and the real-world impact of medical research.
Research
My research focuses on integrating artificial intelligence, advanced statistical methods, and randomised controlled trial (RCT) design to improve clinical decision-making and the generalisability of medical evidence.
I am the founder and head of the Clinical AI Research Laboratory (CAIR-lab), an interdisciplinary research environment developing clinically applicable AI across multiple specialties. My work includes early contributions to AI in orthopaedics, including the first study on fracture detection using deep learning, as well as large-scale registry-based RCTs such as the EPOS trial.
Current research focuses on multimodal models combining imaging, clinical data, and genomics to improve patient selection, treatment evaluation, and implementation of data-driven decision support in healthcare.
Teaching
Teaching spans undergraduate, specialist, and doctoral levels, focusing on clinical reasoning, evidence-based medicine, and AI. I supervise PhD students and integrate research methodology into clinical education.
Articles
- Journal article: BMC MUSCULOSKELETAL DISORDERS. 2026;27(1):195Axenhus 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):e0338676Rysinska A; Aspberg S; Eisler T; Axenhus M; Hailer NP; Hallman D; Laurencikas E; Gordon M; Skoldenberg O
- Article: NATURE COMMUNICATIONS. 2025;17(1):151Wannberg 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
- Article: BMC MUSCULOSKELETAL DISORDERS. 2025;26(1):848Pettersson A; Axenhus M; Stukan T; Ljungberg O; Nasell H; Razavian AS; Gordon M
- Journal article: ANNALS OF ONCOLOGY. 2025;36:s252-s253Wannberg 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;84:1196-1197McGagh 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
- Article: INFLAMMATION. 2025;48(2):760-769Wannberg 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):evidoa2400289Persson 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;96:13-18Axenhus M; Wallin A; Havela J; Severin S; Karahan A; Gordon M; Magneli M
- Article: BMC MUSCULOSKELETAL DISORDERS. 2024;25(1):788Olczak J; Prijs J; Ijpma F; Wallin F; Akbarian E; Doornberg J; Gordon M
- Journal article: CELL. 2024;187(14):3726-3740.e43Edman 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;95:340-347Akbarian E; Mohammadi M; Tiala E; Ljungberg O; Razavian ASHARIF; Magneli M; Gordon M
- Article: ACTA ORTHOPAEDICA. 2024;95:319-324Magneli M; Axenhus M; Fagrell J; Ling P; Gislen J; Demir Y; Domeij-arverud E; Hallberg K; Salomonsson B; Gordon M
- Article: BMJ OPEN. 2024;14(4):e076576Wildeman P; Rolfson O; Wretenberg P; Natman J; Gordon M; Soderquist B; Lindgren V
- Article: ACTA ORTHOPAEDICA. 2024;95:152-156Rosenberg GS; Magneli M; Barle N; Kontakis MG; Muller AM; Wittauer M; Gordon M; Broden C
- Article: JOURNAL OF HAND SURGERY-EUROPEAN VOLUME. 2024;49(3):322-328Schmidt V; Gordon M; Petterson A; Buttazzoni C; Seimersson A; Sayed-Noor A; Mukka S; Wadsten M
- Article: INDIAN JOURNAL OF ORTHOPAEDICS. 2024;58(2):162-168Demir Y; Vuorinen A; Gordon M; Nordqvist A; Salomonsson B
- Journal article: JOURNAL OF BONE AND JOINT SURGERY - SERIES B. 2023;105-B(SUPP_17):55Wildeman P; Rolfson O; Wretenberg P; Nåtman J; Gordon M; Söderquist B; Lindgren V
- Article: ACTA ORTHOPAEDICA. 2023;94:484-489Persson A; Skoldenberg O; Mohaddes M; Eisler T; Gordon M
- Article: PLOS ONE. 2023;18(8):e0289808Magneli M; Ling P; Gislen J; Fagrell J; Demir Y; Arverud ED; Hallberg K; Salomonsson B; Gordon M
- Article: JOURNAL OF BONE AND JOINT SURGERY-AMERICAN VOLUME. 2023;105(15):1156-1167Schmidt V; Gordon M; Tagil M; Sayed-Noor A; Mukka S; Wadsten M
- Article: BMJ OPEN. 2023;13(6):e064794Magneli M; Kelly-Pettersson P; Rogmark C; Gordon M; Skoldenberg O; Unbeck M
- Article: EUROPEAN JOURNAL OF TRAUMA AND EMERGENCY SURGERY. 2023;49(2):1057-1069Prijs J; Liao Z; To M-S; Verjans J; Jutte PC; Stirler V; Olczak J; Gordon M; Guss D; DiGiovanni CW; Jaarsma RL; IJpma FFA; Doornberg JN
- Article: NATURE COMMUNICATIONS. 2023;14(1):1577Marking U; Havervall S; Norin NG; Bladh O; Christ W; Gordon M; Ng H; Blom K; Phillipson M; Mangsbo S; Alm JJ; Smed-Sorensen A; Nilsson P; Hober S; Aberg M; Klingstroem J; Thalin C
- Journal article: BONE & JOINT JOURNAL. 2022;104B(10):1189Prijs J; Liao Z; Ashkani-Esfahani S; Olczak J; Gordon M; Jayakumar P; Jutte PC; Jaarsma RL; Ijpma FFA; Doornberg JN
- Article: BONE & JOINT JOURNAL. 2022;104B(8):911-914Prijs J; Liao Z; Ashkani-Esfahani S; Olczak J; Gordon M; Jayakumar P; Jutte PC; Jaarsma RL; IJpma FFA; Doornberg JN
- Article: VACCINES. 2022;10(3):359Marking U; Havervall S; Greilert-Norin N; Ng H; Blom K; Nilsson P; Phillipson M; Hober S; Nilsson C; Mangsbo S; Christ W; Klingstrom J; Gordon M; Aberg M; Thalin C
- Article: ACTA ORTHOPAEDICA. 2022;93:3-10Thompson O; W-Dahl A; Lindgren V; Gordon M; Robertsson O; Stefansdottir A
- Article: CLINICAL & TRANSLATIONAL IMMUNOLOGY. 2022;11(4):e1388Havervall S; Marking U; Greilert-Norin N; Gordon M; Ng H; Christ W; Phillipson M; Nilsson P; Hober S; Blom K; Klingstrom J; Mangsbo S; Aberg M; Thalin C
- Article: ACTA ORTHOPAEDICA. 2021;92(5):513-525Olczak J; Pavlopoulos J; Prijs J; Ijpma FFA; Doornberg JN; Lundstrom C; Hedlund J; Gordon M
- Article: BMC MUSCULOSKELETAL DISORDERS. 2021;22(1):844Olsson S; Akbarian E; Lind A; Razavian AS; Gordon M
- Article: JBJS OPEN ACCESS. 2021;6(4):e21.00045Sjoholm P; Sundkvist J; Wolf O; Skoldenberg O; Gordon M; Mukka S
- Article: BONE & JOINT OPEN. 2021;2(10):879-885Carmo LOE; van den Merkhof A; Olczak J; Gordon M; Jutte PC; Jaarsma RL; Ijpma FFA; Doornberg JN; Prijs J
- Article: EBIOMEDICINE. 2021;70:103523Havervall S; Marking U; Greilert-Norin N; Ng H; Gordon M; Salomonsson A-C; Hellstrom C; Pin E; Blom K; Mangsbo S; Phillipson M; Klingstrom J; Hober S; Nilsson P; Aberg M; Thalin C
- Article: JOURNAL OF THE AMERICAN MEDICAL INFORMATICS ASSOCIATION. 2021;28(8):1651-1659Kougia V; Pavlopoulos J; Papapetrou P; Gordon M
- Article: PLOS ONE. 2021;16(4):e0248809Lind A; Akbarian E; Olsson S; Nasell H; Skoldenberg O; Razavian AS; Gordon M
- Article: ACTA ORTHOPAEDICA. 2021;92(1):102-108Olczak J; Emilson F; Razavian A; Antonsson T; Stark A; Gordon M
- Article: PLOS ONE. 2020;15(11):e0242008Magneli M; Unbeck M; Rogmark C; Skoldenberg O; Gordon M
- Article: INTERNATIONAL JOURNAL OF CANCER. 2020;147(1):76-83Hailer NP; Garland A; Gordon M; Karrholm J; Skoldenberg O; Eriksson N; Garmo H; Holmberg L
- Article: AGING CLINICAL AND EXPERIMENTAL RESEARCH. 2020;32(2):247-255Kelly-Pettersson P; Samuelsson B; Unbeck M; Muren O; Magneli M; Gordon M; Stark A; Skoldenberg O
- Article: ACTA ORTHOPAEDICA. 2020;91(1):20-25Magneli M; Unbeck M; Samuelsson B; Rogmark C; Rolfson O; Gordon M; Skoldenberg O
- Article: ACTA ORTHOPAEDICA. 2019;90(6):537-541Sjoholm P; Otten V; Wolf O; Gordon M; Karsten G; Skoldenberg O; Mukka S
- Article: ACTA ORTHOPAEDICA. 2019;90(5):427-432Mohammed J; Mukka S; Hedbeck C-J; Chammout G; Gordon M; Skoldenberg O
- Article: BMJ OPEN. 2019;9(3):e023773Magneli M; Unbeck M; Rogmark C; Rolfson O; Hommel A; Samuelsson B; Schildmeijer K; Sjostrand D; Gordon M; Skoldenberg O
- Article: PLOS ONE. 2018;13(11):e0204391Rysinska A; Skoldenberg O; Garland A; Rolfson O; Aspberg S; Eisler T; Garellick G; Stark A; Hailer N; Gordon M
- Article: BMJ OPEN. 2018;8(10):e022251Hallin K; Gordon M; Skoldenberg O; Henriksson P; Kiessling A
- Article: ACTA ORTHOPAEDICA. 2017;88(6):581-586Olczak J; Fahlberg N; Maki A; Razavian AS; Jilert A; Stark A; Skoldenberg O; Gordon M
- Article: INTERNATIONAL JOURNAL OF CANCER. 2017;141(7):1345-1354Gordon D; Hansson J; Eloranta S; Gordon M; Gillgren P; Smedby KE
- Article: INTERNATIONAL JOURNAL OF NURSING STUDIES. 2017;69:91-97Kelly-Pettersson P; Samuelsson B; Muren E; Unbeck M; Gordon M; Stark A; Skoldenberg O
- Article: BONE & JOINT JOURNAL. 2017;99B(1):37-43Garland A; Gordon M; Garellick G; Karrholm J; Skoldenberg O; Hailer NP
- Article: ACTA ORTHOPAEDICA. 2016;87(5):444-451Greene ME; Rolfson O; Gordon M; Annerbrink K; Malchau H; Garellick G
- Article: INTERNATIONAL ORTHOPAEDICS. 2016;40(4):799-806Gordon M; Berntsson P-O; Sjolund E; Demir Y; Hedbeck CJ; Stark A; Skoldenberg O
- Article: MEDICINE. 2016;95(6):e2662-7Gordon M; Rysinska A; Garland A; Rolfson O; Aspberg S; Eisler T; Garellick G; Stark A; Hailer NP; Skoldenberg O
- Article: SURGERY RESEARCH AND PRACTICE. 2016;2016:7512360-5Thelaus Å; Pettersson T; Gordon M; Krupic F; Sköldenberg O
- Article: MELANOMA RESEARCH. 2015;25(4):348-356Gordon D; Gillgren P; Eloranta S; Olsson H; Gordon M; Hansson J; Smedby KE
- Article: WORLD JOURNAL OF ORTHOPAEDICS. 2015;6(5):439-445Clareus A; Fredriksson I; Wallen H; Gordon M; Stark A; Skoldenberg O
- Article: QUALITY OF LIFE RESEARCH. 2015;24(3):567-573Greene ME; Rolfson O; Garellick G; Gordon M; Nemes S
- Article: INFECTION CONTROL & HOSPITAL EPIDEMIOLOGY. 2014;35(12):1491-1496Lindgren V; Gordon M; Wretenberg P; Karrholm J; Garellick G
- Article: BMC MUSCULOSKELETAL DISORDERS. 2014;15:384Lindgren JV; Gordon M; Wretenberg P; Karrholm J; Garellick G
- Article: ACTA ORTHOPAEDICA. 2014;85(4):335-341Women in Charnley class C fail to improve in mobility to a higher degree after total hip replacementGordon M; Frumento P; Skoldenberg O; Greene M; Garellick G; Rolfson O
- Article: ACTA ORTHOPAEDICA. 2014;85(3):238-243Nemes S; Gordon M; Rogmark C; Rolfson O
- Article: CLINICAL ORTHOPAEDICS AND RELATED RESEARCH. 2014;472(6):1868-1876Greene ME; Rolfson O; Nemes S; Gordon M; Malchau H; Garellick G
- Article: ACTA ORTHOPAEDICA. 2014;85(3):221-228Krupic F; Garellick G; Gordon M; Karrholm J
- Article: ACTA ORTHOPAEDICA. 2014;85(3):244-249Gordon M; Greene M; Frumento P; Rolfson O; Garellick G; Stark A
- Article: BMC MUSCULOSKELETAL DISORDERS. 2013;14:316Gordon M; Paulsen A; Overgaard S; Garellick G; Pedersen AB; Rolfson O
- Article: BONE & JOINT JOURNAL. 2013;95B(9):1184-1191Gordon M; Stark A; Skoldenberg OG; Karrholm J; Garellick G
- Article: ACTA ORTHOPAEDICA. 2013;84(1):18-24Krupic F; Eisler T; Eliasson T; Garellick G; Gordon M; Karrholm J
- Article: JOURNAL OF CLINICAL MICROBIOLOGY. 2004;42(7):3046-3051Brudey K; Gordon M; Moström P; Svensson L; Jonsson B; Sola C; Ridell M; Rastogi N
- Article: JOURNAL OF CLINICAL MICROBIOLOGY. 2003;41(5):1963-1970Filliol I; Driscoll JR; van Soolingen D; Kreiswirth BN; Kremer K; Valétudie G; Anh DD; Barlow R; Banerjee D; Bifani PJ; Brudey K; Cataldi A; Cooksey RC; Cousins DV; Dale JW; Dellagostin OA; Drobniewski F; Engelmann G; Ferdinand S; Gascoyne-Binzi D; Gordon M; Gutierrez MC; Haas WH; Heersma H; Kassa-Kelembho E; Ly HM; Makristathis A; Mammina C; Martin G; Moström P; Mokrousov I; Narbonne V; Narvskaya O; Nastasi A; Niobe-Eyangoh SN; Pape JW; Rasolofo-Razanamparany V; Ridell M; Rossetti ML; Stauffer F; Suffys PN; Takiff H; Texier-Maugein J; Vincent V; de Waard JH; Sola C; Rastogi N
- Article: EMERGING INFECTIOUS DISEASES. 2002;8(11):1347-1349Filliol I; Driscoll JR; van Soolingen D; Kreiswirth BN; Kremer K; Valétudie G; Anh DD; Barlow R; Banerjee D; Bifani PJ; Brudey K; Cataldi A; Cooksey RC; Cousins DV; Dale JW; Dellagostin OA; Drobniewski F; Engelmann G; Ferdinand S; Binzi DG; Gordon M; Gutierrez MC; Haas WH; Heersma H; Källenius G; Kassa-Kelembho E; Koivula T; Ly HM; Makristathis A; Mammina C; Martin G; Moström P; Mokrousov I; Narbonne V; Narvskaya O; Nastasi A; Niobe-Eyangoh SN; Pape JW; Rasolofo-Razanamparany V; Ridell M; Rossetti ML; Stauffer F; Suffys PN; Takiff H; Texier-Maugein J; Vincent V; de Waard JH; Sola C; Rastogi N
- Show more
All other publications
- Preprint: MEDRXIV. 2025Dahlberg A; Käenniemi T; Winther-Jensen T; Tapiola O; Luisto R; Puranen T; Gordon M; Sanmark E; Vartiainen V
- Conference publication: ANNALS OF THE RHEUMATIC DISEASES. 2025;84Mcgagh 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
- Conference publication: CLINICAL LYMPHOMA MYELOMA & LEUKEMIA. 2024;24:S523Gordon 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
- Letter: LANCET INFECTIOUS DISEASES. 2023;23(8):e272-e273Marking U; Bladh O; Havervall S; Greilert-Norin N; Gordon M; Alm JJ; Blom K; Aberg M; Klingstrom J; Thalin C
- Letter: LANCET MICROBE. 2023;4(7):e488Bladh O; Marking U; Havervall S; Norin NG; Aguilera K; Hober S; Smed-Soerensen A; Gordon M; Blom K; Aberg M; Klingstrom J; Thalin C
- Review: EFORT OPEN REVIEWS. 2023;8(5):283-290Halm-Pozniak A; Lohmann CH; Zagra L; Braun B; Gordon M; Grimm B
- Letter: LANCET INFECTIOUS DISEASES. 2023;23(2):150-152Marking U; Bladh O; Havervall S; Svensson J; Greilert-Norin N; Aguilera K; Kihlgren M; Salomonsson A-C; Mansson M; Gallini R; Kriegholm C; Bacchus P; Hober S; Gordon M; Blom K; Smed-Sorensen A; Aberg M; Klingstrom J; Thalin C
- Preprint: RESEARCH SQUARE. 2022Demir Y; Vuorinen A; Gordon M; Nordqvist A; Salomonsson B
- Letter: NEW ENGLAND JOURNAL OF MEDICINE. 2022;387(14):1333-1336Havervall S; Marking U; Svensson J; Greilert-Norin N; Bacchus P; Nilsson P; Hober S; Gordon M; Blom K; Klingstrom J; Aberg M; Smed-Sorensen A; Thalin C
- Study protocol: ACTA ORTHOPAEDICA. 2022;93:794-800Mukka S; Hailer NP; Moller M; Gordon M; Lazarinis S; Rogmark C; Ostlund O; Skoldenberg O; Wolf O
- Letter: LANCET INFECTIOUS DISEASES. 2022;22(7):943-945Blom K; Marking U; Havervall S; Norin NG; Gordon M; Garcia M; Tecleab T; Christ W; Forsell M; Phillipson M; Nilsson P; Mangsbo S; Hober S; Aberg M; Klingstrom J; Thalin C
- Preprint: MEDRXIV. 2022Marking U; Havervall S; Greilert Norin N; Bladh O; Christ W; Gordon M; Ng H; Blom K; Phillipson M; Mangsbo S; Smed Sörensen A; Nilsson P; Hober S; Åberg M; Klingström J; Thålin C
- Conference publication: JOURNAL OF SHOULDER AND ELBOW SURGERY. 2022;31(3):e143Hallberg K; Fagrell J; Gordon M; Domeij-Arverud E; Demir Y; Salomonsson B
- Conference publication: JOURNAL OF SHOULDER AND ELBOW SURGERY. 2022;31(3):e146Demir Y; Ling P; Gordon M; Domeij-Arverud E; Hallberg K; Salomonsson B
- Study protocol: BMJ OPEN. 2022;12(2):e047500Persson A; Atroshi I; Tyszkiewicz T; Hailer N; Lazarinis S; Eisler T; Brismar H; Mukka S; Kernell P-J; Mohaddes M; Skoldenberg O; Gordon M
- Preprint: MEDRXIV. 2021Havervall S; Marking U; Greilert-Norin N; Gordon M; Ng H; Christ W; Phillipson M; Nilsson P; Hober S; Blom K; Klingström J; Mangsbo S; Åberg M; Thålin C
- Preprint: MEDRXIV. 2021Havervall S; Marking U; Gordon M; Ng H; Greilert-Norin N; Lindbo S; Blom K; Nilsson P; Phillipson M; Klingström J; Mangsbo S; Åberg M; Hober S; Thålin C
- Preprint: RESEARCH SQUARE. 2021Olsson S; Akbarian E; Lind A; Razavian AS; Gordon M
- Preprint: ARXIV. 2020Kougia V; Pavlopoulos J; Papapetrou P; Gordon M
- Conference publication: PACIFIC SYMPOSIUM ON BIOCOMPUTING. 2019;24:42-53Gordon M; Williams C
- Meeting abstract: JOURNAL OF CLINICAL ONCOLOGY. 2016;34(15):9563Gordon D; Hansson J; Gordon M; Eloranta S; Gillgren P; Smedby KE
- Published conference paper: CLINICAL ORTHOPAEDICS AND RELATED RESEARCH. 2015;473(11):3370-3379Greene ME; Rolfson O; Gordon M; Garellick G; Nemes S
- Doctoral thesis: 2014Gordon M
- Review: CLINICAL MICROBIOLOGY AND INFECTION. 2002;8(11):694-704Moström P; Gordon M; Sola C; Ridell M; Rastogi N
- Show more
Grants
- Swedish Research Council1 January 2023 - 31 December 2025
- Swedish Research Council1 January 2022 - 31 December 2024
- Swedish Research Council1 January 2022 - 31 December 2025
- Swedish Research Council1 December 2017 - 31 December 2020
Employments
- Adjunct Senior Lecturer, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, 2024-2028
Degrees and Education
- Docent, Karolinska Institutet, 2022
- Degree Of Doctor Of Philosophy, Department of Clinical Sciences, Danderyd Hospital, Karolinska Institutet, 2014
