Danko Dan Milinkovic

Dr. Danko Dan Milinkovic

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Research Focus & Metrics

Academic Career Length

7Years (2020-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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10 April 2020 in Knee Surgery, Sports Traumatology, Arthroscopy
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GWGuido Wierer
Guido Wierer
DMDanko Dan Milinkovic
Danko Dan Milinkovic
JRJames R. Robinson
James R. Robinson
MRMichael Johannes Raschke
Michael Johannes Raschke
AWAndreas Weiler
Andreas Weiler
CKChristoph Kittl
Christoph Kittl

Verified
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SFStephen Fahy
Stephen Fahy
SOStephan Oehme
Stephan Oehme
DMDanko Dan Milinkovic
Danko Dan Milinkovic
TJTobias Jung
Tobias Jung
BBBenjamin Bartek
Benjamin Bartek
The aim of our study was to evaluate the potential role of Artificial Intelligence tools like ChatGPT in patient education. To do this, we assessed both the quality and readability of information provided by ChatGPT 3.5 and 4 in relation to Anterior Cruciate Ligament (ACL) injury and treatment. ChatGPT 3.5 and 4 were used to answer common patient queries relating to ACL injuries and treatment. The quality of the information was assessed using the DISCERN criteria. Readability was assessed with the use of seven readability formulae: the Flesch–Kincaid Reading Grade Level, the Flesch Reading Ease Score, the Raygor Estimate, the SMOG, the Fry, the FORCAST, and the Gunning Fog. The mean reading grade level (RGL) was compared with the recommended 8th-grade reading level, the mean RGL among adults in America. The perceived quality and mean RGL of answers given by both ChatGPT 3.5 and 4 was also compared. Both ChatGPT 3.5 and 4 yielded DISCERN scores suggesting “good” quality of information, with ChatGPT 4 slightly outperforming 3.5. However, readability levels for both versions significantly exceeded the average 8th-grade reading level for American patients. ChatGPT 3.5 had a mean RGL of 18.08, while the mean RGL of ChatGPT 4 was 17.9, exceeding the average American reading grade level by 10.08 grade levels and 9.09 grade levels, respectively. While ChatGPT can provide both reliable and good quality information on ACL injuries and treatment options, the readability of the content may limit its utility. Additionally, the consistent lack of source citation represents a significant area of concern for patients and clinicians alike. If AI is to play a role in patient education, it must reliably produce information which is accurate, easily comprehensible, and clearly sourced.

23 August 2021 in Knee Surgery, Sports Traumatology, Arthroscopy
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DMDanko Dan Milinkovic
Danko Dan Milinkovic
IJIsidora Jovandic
Isidora Jovandic
FZFelix Zimmermann
Felix Zimmermann
PBPeter Balcarek
Peter Balcarek

8 May 2023 in Knee Surgery, Sports Traumatology, Arthroscopy
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Journal Article
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DMDanko Dan Milinkovic
Danko Dan Milinkovic
CKChristoph Kittl
Christoph Kittl
EHElmar Herbst
Elmar Herbst
CFChristian Fink
Christian Fink
FGFriedrich Greis
Friedrich Greis
MHMirco Herbort
Mirco Herbort
Purpose: The aim of this biomechanical cadaver study was to evaluate the effects of high‐grade posterolateral tibia plateau fractures on the kinematics of anterior cruciate ligament (ACL)‐deficient joints; it was hypothesized that, owing to the loss of the integrity of the osseous support of the posterior horn of the lateral meniscus (PHLM), these fractures would influence the biomechanical function of the lateral meniscus (LM) and consequently lead to an increase in anterior translational and anterolateral rotational (ALR) instability.Methods: Eight fresh‐frozen cadaveric knees were tested using a six‐degree‐of‐freedom robotic setup (KR 125, KUKA Robotics, Germany) with an attached optical tracking system (Optotrack Certus Motion Capture, Northern Digital, Canada). After the passive path from 0 to 90° was established, a simulated Lachman test and pivot‐shift test as well as external rotation (ER) and internal rotation (IR) were applied at 0°, 30°, 60° and 90° of flexion under constant 200 N axial loading. All of the parameters were initially tested in the intact and ACL‐deficient states, followed by two different types of posterolateral impression fractures. The dislocation height was 10 mm, and the width was 15 mm in both groups. The intraarticular depth of the fracture corresponded to half of the width of the posterior horn of the lateral meniscus in the first group (Bankart 1) and 100% of the meniscus width in the second group (Bankart 2).Results: There was a significant decrease in knee stability after both types of posterolateral tibial plateau fractures in the ACL‐deficient specimens, with increased anterior translation in the simulated Lachman test at 0° and 30° of knee flexion (p = 0.012). The same effect was seen with regard to the simulated pivot‐shift test and IR of the tibia (p = 0.0002). In the ER and posterior drawer tests, ACL deficiency and concomitant fractures did not influence knee kinematics (n.s.).Conclusion: This study demonstrates that high‐grade impression fractures of the posterolateral aspect of the tibial plateau increase the instability of ACL‐deficient knees and result in an increase in translational and anterolateral rotational instability.

1 January 2023 in Orthopaedic Journal of Sports Medicine
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Journal Article
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FZFelix Zimmermann
Felix Zimmermann
DMDanko Dan Milinkovic
Danko Dan Milinkovic
AZAlexander Zimmerer
Alexander Zimmerer
PBPeter Balcarek
Peter Balcarek
Background: The need for concomitant bony procedures to realign pathoanatomic risk factors in addition to medial patellofemoral ligament reconstruction (MPFL-R) remains unclear. Purpose: To evaluate a clinically derived 2-part classification of lateral patellar instability aimed at identifying patients indicated for a concomitant bony procedure. Study Design: Cohort study; Level of evidence, 3. Methods: The study included 122 patients (42 male, 80 female; mean ± SD age, 22 ± 6 years) who were assigned to a mild instability group (mIG) and a complex instability group (cIG) based on the reversed dynamic patellar apprehension test (ReDPAT) and J-sign. The mIG had a positive ReDPAT result 40° of knee flexion and/or a high-grade J-sign (grade 2 or 3). The mIG underwent isolated MPFL-R, and the cIG underwent MPFL-R and concomitant bony procedures depending on the established risk factor assessment. For evaluation, the BANFF Patellar Instability Instrument 2.0 (BPII 2.0) and numeric analog scale (0-10) for patellofemoral pain and subjective knee function were used. The minimal clinically important difference for the BPII 2.0 was ascertained by calculating half the standard deviation of baseline scores. Results: Radiographic analysis confirmed a significantly more pronounced pathoanatomic risk factor constellation in the cIG regarding severity of trochlear dysplasia, distal malalignment, and patellar height (all P < .05). At final follow-up, no patellar redislocation occurred in either group; 2 patients in the cIG reported patellar subluxation. Within both groups, all outcome scores improved significantly pre- to postoperatively (all P < .0001); no between-group difference was found regarding BPII 2.0 score and numeric analog scale for function. The minimal clinically important difference for the BPII 2.0 was met by 84% (32/38) of the mIG and 90% (76/84) of the cIG ( P = .36), but the cIG experienced more patellofemoral pain than the mIG (1.3 ± 1.6 vs 2.1 ± 2.1; P = .036). Conclusion: Patients with a high-grade J-sign and/or a positive ReDPAT finding beyond 40° to 50° of knee flexion exhibited a significantly more pronounced pathoanatomic risk factor constellation; however, the correction of modifiable risk factors led to similarly good outcomes to patients who underwent isolated MPFL-R. A slightly higher level of patellofemoral pain after bony procedures was evident in these patients.

16 August 2022 in Knee Surgery, Sports Traumatology, Arthroscopy
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DMDanko Dan Milinkovic
Danko Dan Milinkovic
FZFelix Zimmermann
Felix Zimmermann
PBPeter Balcarek
Peter Balcarek
Purpose: To evaluate the results for reconstruction of the medial patellofemoral ligament using synthetic nonresorbable sutures (S‐MPFL‐R) in comparison to MPFL‐R using quadriceps tendon autograft (QT‐MPFL‐R) in patients undergoing simultaneous correction of anatomic risk factors for lateral patellar instability (LPI) at a minimum of 2 years of follow‐up.Methods: Between November 2018 and June 2019, 19 patients (male/female 8/11; mean age 26 ± 7 years) underwent S‐MPFL‐R (FiberTape®) in combination with the correction of predisposing risk factors for LPI. The control group of 38 patients (male/female 16/22, mean age 26 ± 6 years) who underwent QT‐MPFL‐R was matched 1:2 by sex, age, anatomic risk factors, and concomitant surgical correction of bony risk factors. The Banff Patella Instability Instrument 2.0 (BPII 2.0) and a numerical analog scale (NAS 0–10) for patellofemoral pain and subjective knee joint function were used to assess patients’ reported quality of life before and after surgery.Results: The BPII 2.0 score increased from 35.0 ± 21.7 points to 79.7 ± 13.3 points (p < 0.0001) in the S‐MPRL‐R group and from 44.3 ± 19.6 points to 80.9 ± 15 points (p < 0.0001) in the QT‐MPFL‐R group from preoperatively to postoperatively, respectively, without any significant difference between the groups. In the S‐MPFL‐R group and QT‐MPFL‐R group, 95% (18/19) and 92% (35/38) of patients, respectively, crossed the minimally clinically important difference reported for the BPII 2.0. NAS values for pain and subjective knee joint function improved significantly in both groups (p < 0.0001, p < 0.0001) without any significant difference between the groups at the final follow‐up.Conclusions: This study demonstrates that nonresorbable sutures can serve as a viable option for MPFL‐R, yielding comparable outcomes compared to quadriceps tendon autograft reconstruction when performed concomitantly with the correction of anatomic risk factors for LPI. This option reduces the need for autologous tendon harvesting or the use of allografts for MPFL‐R.Level of evidence: Level III.