Balancing Performance and Interpretability in Medical Image Analysis: Case study of Osteopenia.

Autor: Mikulić M; University of Rijeka, Faculty of Engineering, Department of Computer Engineering, Vukovarska 58, Rijeka, 51000, Croatia., Vičević D; University of Rijeka, Faculty of Engineering, Department of Computer Engineering, Vukovarska 58, Rijeka, 51000, Croatia., Nagy E; Medical University of Graz, Department of Radiology, Division of Pediatric Radiology, Graz, 8036, Austria., Napravnik M; University of Rijeka, Faculty of Engineering, Department of Computer Engineering, Vukovarska 58, Rijeka, 51000, Croatia., Štajduhar I; University of Rijeka, Faculty of Engineering, Department of Computer Engineering, Vukovarska 58, Rijeka, 51000, Croatia.; University of Rijeka, Center for Artificial Intelligence and Cybersecurity, Radmile Matejčić 2, Rijeka, 51000, Croatia., Tschauner S; Medical University of Graz, Department of Radiology, Division of Pediatric Radiology, Graz, 8036, Austria., Hržić F; University of Rijeka, Faculty of Engineering, Department of Computer Engineering, Vukovarska 58, Rijeka, 51000, Croatia. franko.hrzic@uniri.hr.; University of Rijeka, Center for Artificial Intelligence and Cybersecurity, Radmile Matejčić 2, Rijeka, 51000, Croatia. franko.hrzic@uniri.hr.

Publikováno v: Journal of imaging informatics in medicine [J Imaging Inform Med] 2024 Jul 17. Date of Electronic Publication: 2024 Jul 17.

The unintended consequences of artificial intelligence in paediatric radiology.

Autor: Ciet P; Department of Radiology and Nuclear Medicine, Erasmus MC - Sophia's Children's Hospital, Rotterdam, The Netherlands.; Department of Medical Sciences, University of Cagliari, Cagliari, Italy., Eade C; Royal Cornwall Hospitals Trust, Truro, Cornwall, UK., Ho ML; University of Missouri, Columbia, MO, USA., Laborie LB; Department of Radiology, Section for Paediatrics, Haukeland University Hospital, Bergen, Norway.; Department of Clinical Medicine, University of Bergen, Bergen, Norway., Mahomed N; Department of Radiology, University of Witwatersrand, Johannesburg, South Africa., Naidoo J; Paediatric Diagnostic Imaging, Dr J Naidoo Inc., Johannesburg, South Africa.; Envisionit Deep AI Ltd, Coveham House, Downside Bridge Road, Cobham, UK., Pace E; Department of Diagnostic Radiology, The Royal Marsden NHS Foundation Trust, London, UK., Segal B; Department of Radiology, University of Witwatersrand, Johannesburg, South Africa., Toso S; Pediatric Radiology, Children's Hospital, University Hospitals of Geneva, Geneva, Switzerland., Tschauner S; Division of Paediatric Radiology, Department of Radiology, Medical University of Graz, Graz, Austria., Vamyanmane DK; Department of Pediatric Radiology, Indira Gandhi Institute of Child Health, Bangalore, India., Wagner MW; Department of Diagnostic Imaging, Division of Neuroradiology, The Hospital for Sick Children, Toronto, Canada.; Department of Medical Imaging, University of Toronto, Toronto, ON, Canada.; Department of Neuroradiology, University Hospital Augsburg, Augsburg, Germany., Shelmerdine SC; Department of Clinical Radiology, Great Ormond Street Hospital for Children NHS Foundation Trust, Great Ormond Street, London, WC1H 3JH, UK. susan.shelmerdine@gosh.nhs.uk.; Great Ormond Street Hospital for Children, UCL Great Ormond Street Institute of Child Health, London, UK. susan.shelmerdine@gosh.nhs.uk.; NIHR Great Ormond Street Hospital Biomedical Research Centre, 30 Guilford Street, Bloomsbury, London, UK. susan.shelmerdine@gosh.nhs.uk.; Department of Clinical Radiology, St George's Hospital, London, UK. susan.shelmerdine@gosh.nhs.uk.

Publikováno v: Pediatric radiology [Pediatr Radiol] 2024 Apr; Vol. 54 (4), pp. 585-593. Date of Electronic Publication: 2023 Sep 04.

Long-term motor activity, cardiopulmonary performance and quality of life in abdominal wall defect patients.

Autor: Flucher C; Department of Paediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria., Windhaber J; Department of Paediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria., Gasparella P; Department of Paediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria., Castellani C; Department of Paediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria., Tschauner S; Division of Paediatric Radiology, Department of Radiology, Medical University of Graz, Graz, Austria., Mittl B; Department of Paediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria., Wolfschluckner V; Department of Paediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria., Singer G; Department of Paediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria. georg.singer@medunigraz.at., Till H; Department of Paediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria.

Publikováno v: Pediatric research [Pediatr Res] 2024 Mar; Vol. 95 (4), pp. 1101-1109. Date of Electronic Publication: 2023 Dec 05.

Development and optimization of AI algorithms for wrist fracture detection in children using a freely available dataset.

Autor: Till T; Department of Applied Computer Sciences, FH JOANNEUM - University of Applied Sciences, Graz, Austria.; Division of Pediatric Radiology, Department of Radiology, Medical University of Graz, Graz, Austria., Tschauner S; Division of Pediatric Radiology, Department of Radiology, Medical University of Graz, Graz, Austria., Singer G; Department of Pediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria., Lichtenegger K; Department of Applied Computer Sciences, FH JOANNEUM - University of Applied Sciences, Graz, Austria., Till H; Department of Pediatric and Adolescent Surgery, Medical University of Graz, Graz, Austria.

Publikováno v: Frontiers in pediatrics [Front Pediatr] 2023 Dec 21; Vol. 11, pp. 1291804. Date of Electronic Publication: 2023 Dec 21 (Print Publication: 2023).

Minimally Invasive Treatment of Trapeziometacarpal Osteoarthritis: Results of a Blinded Randomized Controlled Trial.

Autor: Winter R; From the Division of Plastic, Aesthetic, and Reconstructive Surgery, Department of Surgery; Research Unit for Tissue Regeneration, Repair, and Reconstruction., Tuca AC; From the Division of Plastic, Aesthetic, and Reconstructive Surgery, Department of Surgery; Research Unit for Tissue Regeneration, Repair, and Reconstruction., Justich I; From the Division of Plastic, Aesthetic, and Reconstructive Surgery, Department of Surgery; Research Unit for Tissue Regeneration, Repair, and Reconstruction., Tschauner S; Division of Pediatric Radiology, Department of Radiology, Medical University of Graz., Friedl H; Institute of Statistics, Graz University of Technology., Girsch W; From the Division of Plastic, Aesthetic, and Reconstructive Surgery, Department of Surgery; Research Unit for Tissue Regeneration, Repair, and Reconstruction., Lebo P; From the Division of Plastic, Aesthetic, and Reconstructive Surgery, Department of Surgery; Research Unit for Tissue Regeneration, Repair, and Reconstruction., Zrim R; From the Division of Plastic, Aesthetic, and Reconstructive Surgery, Department of Surgery; Research Unit for Tissue Regeneration, Repair, and Reconstruction., Lumenta DB; From the Division of Plastic, Aesthetic, and Reconstructive Surgery, Department of Surgery; Research Unit for Tissue Regeneration, Repair, and Reconstruction., Kamolz LP; From the Division of Plastic, Aesthetic, and Reconstructive Surgery, Department of Surgery; Research Unit for Tissue Regeneration, Repair, and Reconstruction.; Cooperative Centre for Regenerative Medicine, Joanneum Research GmbH.

Publikováno v: Plastic and reconstructive surgery [Plast Reconstr Surg] 2023 Dec 01; Vol. 152 (6), pp. 1277-1285. Date of Electronic Publication: 2023 Apr 11.