INTERNATIONAL PRESENTATIONS 2021
November 2021 – Trauma Days - Traumadagen
4-5th November, Amsterdam, The Netherlands
Podium Presentation:
Prijs 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, Machine Learning Consortium Development and External Validation of Automated Detection, Classification, and Localisation of Ankle Fractures: Inside the Black Box of a Convolutional Neural Network (CNN)
October 2021 – Symposium Experimental Research Surgical Specialties - SEOHS
29th October, Groningen, The Netherlands
Podium Presentation:
Prijs 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, Machine Learning Consortium Development and External Validation of Automated Detection, Classification, and Localisation of Ankle Fractures: Inside the Black Box of a Convolutional Neural Network (CNN)
October 2021 – Orthopaedic Trauma Association - OTA
OTA Congress, ForthWorth, 20th-23rd October 2021
Podium Presentation:
Prijs J, Schoolmeesters B, Eygendaal D, de Vries JPPM, Jutte PC, Doornberg JN, Jaarsma RL, IJpma FFA 3D Virtual Pre-Operative Planning May Reduce the Incidence of Dorsal Screw Penetration in Volar Plating of Intra-Articular Distal Radius Fractures
June 2021 – European Federation of National Associations of Orthopaedics and Traumatology - EFORT
22nd EFORT Congress, Vienna, 30 June - 2 July 2021
Podium Presentation:
Prijs J, Schoolmeesters B, Eygendaal D, de Vries JPPM, Jutte PC, Doornberg JN, Jaarsma RL, IJpma FFA 3D Virtual Pre-Operative Planning May Reduce the Incidence of Dorsal Screw Penetration in Volar Plating of Intra-Articular Distal Radius Fractures
Feb 2021 – South Australian Orthopaedic Association (SA-AOA) Annual Meetings
South Australian Chapters - Adelaide, Australia
Podium Presentation:
Prijs 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, Machine Learning Consortium Development and External Validation of Automated Detection, Classification, and Localisation of Ankle Fractures: Inside the Black Box of a Convolutional Neural Network (CNN)
INTERNATIONAL PRESENTATIONS 2020
Jan 2020 - Dutch Orthopaedic Association
2020 Annual Meeting – Nederlandse Orthopaedische Vereniging (NOV), Den-Bosch
Podium Presentation:
Oosterhoff JHF, Gravesteijn BY, Karhade AV, Jaarsma RL, Kerkhoffs GMMJ, Ring D, Schwab JH, Steyerberg E, Doornberg JN Machine learning versus logistic regression to predict outcome in Orthopaedic Trauma: approaches and pitfalls.
Feb 2020 – South Australian Orthopaedic Association (SA-AOA) Annual Meetings
South Australian Chapters - Adelaide, Australia
Podium Presentations:
Spek RWA, Smeeing, DPJ, van den Heuvel L, Kokke MC, Kelder JC, Verleisdonk EJMM, Houwert RM, van der Velde D Complications After Surgical Treatment of Ankle Fractures
Prijs J, Hendrickx LAM on behalf of Machine Learning Consortium A Machine Learning Algorithm to Predict Subsequent Surgery after Intra-Medullary Nailing of Tibial Shaft Fractures
March 2020 AAOS
Annual Meeting American Academy of Orthopaedic Surgeons, Florida, USA
Podium Presentation:
Blom RP, Hayat B, de Muinck Keizer RO, Stufkens SAS, Sierevelt IN, Schepers T, Kerkhoffs GMMJ, Goslings JC, Doornberg JN. Predictors of Outcome in Rotational Type Ankle Fractures with an Associated Posterior Malleolar Fragment
April 2020 – 21st European Congress of Trauma & Emergency Surgery
21st ESTES Annual Meeting, 26th-28thApril 2019, Oslo, Norway
Best abstract session
Bleeker NJ, Cain M, Hendrickx R, Lambers KTA, Doornberg JN, Jaarsma R. Incidence of Rotational Malalignment after Intramedullary Nailing of Tibial Shaft Fracture and the Efficacy of Protocolled Bilateral Post-Operative Computed Tomography Assessment.
Bleeker NJ, Cain M, Rego, M, Saarig A, Chan A, Sierevelt I, Doornberg JN, Jaarsma RL. Inter- and Intra-Observer Reliability of Low-Dose Post-Operative CT Assessments for Rotational Malalignment after Intra-Medullary Nailing of Tibial Shaft Fractures.
May 2020 – Centennial Congress, Nordic Orthopaedic Federation
May 2020, Oslo, Norway
Podium Presentations:
Langerhuizen DWG, Hendrickx LAM, Kerkhoffs GMMJ, Jaarsma RL, Doornberg JN, Walenkamp MMJ, Mulders MAM, Goslings JC, Schep NWL. Machine Learning to Estimate the Probability for Fracture of the Distal Radius in Patients Presenting to the Emergency Department with Sustained Wrist Trauma
Langerhuizen DWG, Brown LE, Doornberg JN, Ring D, Kerkhoffs GMMJ, Janssen SJ. Analysis of Online Reviews of Orthopaedic Surgeons and Orthopaedic Practices Using Natural Language Processing.
Langerhuizen DWG, Janssen SJ, Kortelever JTP,Ring D, Kerkhoffs GMMJ, Jaarsma RL, Doornberg JN. Factors Associated with Recommendation for Operative Treatment for Fracture of the Distal Radius
Langerhuizen DWG, Bulstra AEJ, Janssen SJ, Ring D, Kerkhoffs GMMJ, Jaarsma RL, Doornberg JN. Detection of Radiographically Visible and Occult Fractures of the Scaphoid Using Deep Transfer Learning.
Langerhuizen DWG, Bergsma MB, Selles CA, Jaarsma RL, Schep NW, Doornberg JN. Diagnosis of Dorsal Screw Penetration after Volar Plating of the Distal Radius: Intra-Operative Dorsal Tangential Views versus Three-Dimensional Fluoroscopy.
June 2020 –European Federation of National Associations of Orthopaedics and Traumatology - EFORT
21st EFORT Congress, Vienna, 10-12 June 2020
INVITED LECTURE
Artificial Intelligence and Deep Learning in Patient Care: False Hope or Not?
A/Prof J.N. Doornberg on behalf of Machine Learning ML Consortium
Podium Presentations:
OosterhoffJHF Karhade AV, Oberai T, Doornberg JN, Schwab JH. Development of machine learning algorithms for prediction of postoperative delirium in elderly hip fracture patients.
Langerhuizen DWG, Janssen SJ, Kortelever JTP,Ring D, Kerkhoffs GMMJ, Jaarsma RL, Doornberg JN. Factors Associated with Recommendation for Operative Treatment for Fracture of the Distal Radius
Schoolmeesters BJA, Langerhuizen DWG, Kerkhoffs GMMJ, Eygendaal D, van den Bekerom MPJ, Jaarsma RL, Doornberg JN, Jadav B. 3D Printed Handheld Models in Orthopaedic Trauma Surgery: Does it Improve our Patients’ Outcomes? A Systematic Review
Poster Presentations:
Langerhuizen DWG, Bulstra AEJ, Janssen SJ, Ring D, Kerkhoffs GMMJ, Jaarsma RL, Doornberg JN. Detection of Radiographically Visible and Occult Fractures of the Scaphoid Using Deep Transfer Learning.
Hendrickx LAM, Sobol G, Langerhuizen DWG, Bulstra AEJ, Hreha J, Sprague S, Sirkin D, Ring D, Kerkhoffs GMMJ, Jaarsma RL, Doornberg JN – Traumaplatform Machine Learning Consortium. A Machine Learning Algorithm to Predict the Probability of (Occult) Posterior Malleolar Fractures Associated with Tibial Shaft Fractures to Guide “Malleolus First” Fixation
Langerhuizen DWG on behalf of Traumaplatform Machine Learning Consortium. Machine Learning to Predict the Probability of a Distal Radius Fracture in Patients Presenting to the Emergency Department with Sustained Wrist Trauma: A Clinical Prediction Rule to Indicate further Radiographic Evaluation
Langerhuizen DWG, Bergsma MB, Selles CA, Jaarsma RL, Schep NW, Doornberg JN. Diagnosis of Dorsal Screw Penetration after Volar Plating of the Distal Radius: Intra-Operative Dorsal Tangential Views versus Three-Dimensional Fluoroscopy.