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Glielmo P, Fusco S, Gitto S, Zantonelli G, Albano D, Messina C, Sconfienza LM, Mauri G. Artificial intelligence in interventional radiology: state of the art. Eur Radiol Exp 2024; 8:62. [PMID: 38693468 PMCID: PMC11063019 DOI: 10.1186/s41747-024-00452-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2023] [Accepted: 02/26/2024] [Indexed: 05/03/2024] Open
Abstract
Artificial intelligence (AI) has demonstrated great potential in a wide variety of applications in interventional radiology (IR). Support for decision-making and outcome prediction, new functions and improvements in fluoroscopy, ultrasound, computed tomography, and magnetic resonance imaging, specifically in the field of IR, have all been investigated. Furthermore, AI represents a significant boost for fusion imaging and simulated reality, robotics, touchless software interactions, and virtual biopsy. The procedural nature, heterogeneity, and lack of standardisation slow down the process of adoption of AI in IR. Research in AI is in its early stages as current literature is based on pilot or proof of concept studies. The full range of possibilities is yet to be explored.Relevance statement Exploring AI's transformative potential, this article assesses its current applications and challenges in IR, offering insights into decision support and outcome prediction, imaging enhancements, robotics, and touchless interactions, shaping the future of patient care.Key points• AI adoption in IR is more complex compared to diagnostic radiology.• Current literature about AI in IR is in its early stages.• AI has the potential to revolutionise every aspect of IR.
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Affiliation(s)
- Pierluigi Glielmo
- Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Via Mangiagalli, 31, 20133, Milan, Italy.
| | - Stefano Fusco
- Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Via Mangiagalli, 31, 20133, Milan, Italy
| | - Salvatore Gitto
- Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Via Mangiagalli, 31, 20133, Milan, Italy
- IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso, 173, 20157, Milan, Italy
| | - Giulia Zantonelli
- Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Via Mangiagalli, 31, 20133, Milan, Italy
| | - Domenico Albano
- IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso, 173, 20157, Milan, Italy
- Dipartimento di Scienze Biomediche, Chirurgiche ed Odontoiatriche, Università degli Studi di Milano, Via della Commenda, 10, 20122, Milan, Italy
| | - Carmelo Messina
- Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Via Mangiagalli, 31, 20133, Milan, Italy
- IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso, 173, 20157, Milan, Italy
| | - Luca Maria Sconfienza
- Dipartimento di Scienze Biomediche per la Salute, Università degli Studi di Milano, Via Mangiagalli, 31, 20133, Milan, Italy
- IRCCS Istituto Ortopedico Galeazzi, Via Cristina Belgioioso, 173, 20157, Milan, Italy
| | - Giovanni Mauri
- Divisione di Radiologia Interventistica, IEO, IRCCS Istituto Europeo di Oncologia, Milan, Italy
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Chraim M, Alrabai HM, Krenn S, Bock P, Trnka HJ. Short-Term Results of Endoscopic Percutaneous Longitudinal Tenotomy for Noninsertional Achilles Tendinopathy and the Presentation of a Simplified Operative Method. Foot Ankle Spec 2019; 12:73-78. [PMID: 30047803 DOI: 10.1177/1938640018790070] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
PURPOSE This study was aimed to review the short-term results of endoscopic percutaneous longitudinal tenotomy for noninsertional Achilles tendinopathy using the Centerline Endoscopic Carpal Tunnel Release instrument (Arthrex). This method simplifies the operation technique, allows a good endoscopic visualisation of the Achilles tendon with very promising results. METHODS We performed multiple percutaneous longitudinal tenotomies under local anesthesia in 24 patients (25 tendons) with Achilles tendinopathy or peritendinitis that had failed conservative treatment between January 2013 and September 2016. All ambulatory procedures consisted of paratenon release and longitudinal tenotomies. The results were reviewed in 22 patients (23 tendons) at an average follow-up period of 22.5 months (range 10-36 months). Patients' satisfaction and functional outcomes were evaluated using the Victorian Institute of Sports Assessment-Achilles (VISA-A) questionnaire, the pain visual analog scale (VAS), and the functional foot index. RESULTS Initial results are very promising with excellent results in 12 patients, good results in 9 patients, and fair result in 1 patient. One patient developed a postoperative thrombosis of the operated limb. Another patient developed a hypertrophic painful scar of the incision wound. The VAS for pain decreased drastically after the index procedure and averaged to 0.2 (SD 0.447). The VISA-A questionnaire score had improved from 42 ± 7.2 points preoperatively to 96.8 ± 14.3 points postoperatively (P = .004). The functional foot index decreased from 84 (SD 30.517) to 33.4 (SD 6.452) on the follow-up examination. CONCLUSIONS The endoscopic-assisted longitudinal tenotomies procedure of the Achilles tendon is easily feasible and can be performed on an outpatient basis, produces minimal complications and shows excellent results. The described technique is recommended for all surgeons especially for those familiar with endoscopy of the Achilles tendon. LEVELS OF EVIDENCE Therapeutic, Level IV: Case Series.
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Affiliation(s)
- Michel Chraim
- Department of Paediatric Orthopaedics, Adult Foot and Ankle Surgery, Orthopaedic Hospital Speising, Vienna, Austria (MC, SK, PB).,Department of Orthopaedics, King Saud University, Riyadh, Saudi Arabia (HMA).,Fusszentrum Wein, Vienna, Austria (HT)
| | - Hamza M Alrabai
- Department of Paediatric Orthopaedics, Adult Foot and Ankle Surgery, Orthopaedic Hospital Speising, Vienna, Austria (MC, SK, PB).,Department of Orthopaedics, King Saud University, Riyadh, Saudi Arabia (HMA).,Fusszentrum Wein, Vienna, Austria (HT)
| | - Sabine Krenn
- Department of Paediatric Orthopaedics, Adult Foot and Ankle Surgery, Orthopaedic Hospital Speising, Vienna, Austria (MC, SK, PB).,Department of Orthopaedics, King Saud University, Riyadh, Saudi Arabia (HMA).,Fusszentrum Wein, Vienna, Austria (HT)
| | - Peter Bock
- Department of Paediatric Orthopaedics, Adult Foot and Ankle Surgery, Orthopaedic Hospital Speising, Vienna, Austria (MC, SK, PB).,Department of Orthopaedics, King Saud University, Riyadh, Saudi Arabia (HMA).,Fusszentrum Wein, Vienna, Austria (HT)
| | - Hans-Jörg Trnka
- Department of Paediatric Orthopaedics, Adult Foot and Ankle Surgery, Orthopaedic Hospital Speising, Vienna, Austria (MC, SK, PB).,Department of Orthopaedics, King Saud University, Riyadh, Saudi Arabia (HMA).,Fusszentrum Wein, Vienna, Austria (HT)
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Özçam H, Uzunçakmak C, Kılıçkesmez NÖ, Bacanakgil BH, Karakuş B, Mutlu İN. Angiographic Embolization in the Treatment of Puerperal Hematoma. Oman Med J 2017; 32:154-156. [PMID: 28439387 DOI: 10.5001/omj.2017.27] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/03/2022] Open
Abstract
Puerperal hematoma is one of the life threatening obstetrical emergencies. Surgical ligation of bleeding vessel may not always be possible for the patients who were hemodynamically unstable, hence pelvic arterial angiography may be preferred as the first line treatment modality for these cases. Pelvic arterial angiography and embolization is a safe, tolerable, and minimally invasive treatment modality in the diagnosis and treatment of pelvic hemorrhage. We present a case of puerperal hematoma after a normal spontaneous delivery treated with bilateral iliac arterial embolization.
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Affiliation(s)
- Hasene Özçam
- Istanbul Education and Research Hospital, Gynecology and Obstetrics Clinic, Istanbul, Turkey
| | - Cihangir Uzunçakmak
- Istanbul Education and Research Hospital, Gynecology and Obstetrics Clinic, Istanbul, Turkey
| | - Nuri Özgür Kılıçkesmez
- Istanbul Education and Research Hospital, Gynecology and Obstetrics Clinic, Istanbul, Turkey
| | - Besim Haluk Bacanakgil
- Istanbul Education and Research Hospital, Gynecology and Obstetrics Clinic, Istanbul, Turkey
| | - Burçin Karakuş
- Istanbul Education and Research Hospital, Gynecology and Obstetrics Clinic, Istanbul, Turkey
| | - İlhan Nahit Mutlu
- Istanbul Education and Research Hospital, Gynecology and Obstetrics Clinic, Istanbul, Turkey
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Guerini H, Ayral X, Vuillemin V, Morvan G, Thévenin F, Campagna R, Drapé JL. Ultrasound-guided injection in osteoarticular pathologies: General principles and precautions. Diagn Interv Imaging 2012; 93:674-79. [DOI: 10.1016/j.diii.2012.06.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
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Khalil JG, Mott MP, Parsons TW, Banka TR, van Holsbeeck M. 2011 Mid-America Orthopaedic Association Dallas B. Phemister Physician in Training Award: Can musculoskeletal tumors be diagnosed with ultrasound fusion-guided biopsy? Clin Orthop Relat Res 2012; 470:2280-7. [PMID: 22644425 PMCID: PMC3392383 DOI: 10.1007/s11999-012-2405-5] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/01/2011] [Accepted: 05/16/2012] [Indexed: 01/31/2023]
Abstract
BACKGROUND Percutaneous biopsy for musculoskeletal tumors commonly relies on imaging adjuncts including ultrasound (US), CT, or MRI. These modalities however have disadvantages (US) or are cumbersome, not universally available, and costly (CT and MRI). US fusion is a novel technique that fuses previously obtained CT or MRI data with real-time US, which allows biopsies to be performed in an US suite. It has proven useful in various body systems but musculoskeletal applications remain scarce. Our goal is to evaluate the fusion technology and determine its ability to diagnose musculoskeletal tumors. QUESTIONS/PURPOSES We determined whether biopsies performed via US fusion compared with CT guidance provide equivalent diagnostic yield and accuracy and allow quicker biopsy scheduling and procedure times. METHODS Forty-seven patients were assigned to undergo either US fusion (with MR, n = 16 or CT, n = 15) or CT-guided biopsies (n = 16). We evaluated adequacy of the histologic specimen (diagnostic yield) and correlation with surgical pathology (diagnostic accuracy). We determined scheduling times and lengths of the biopsy. RESULTS US fusion and CT-guided biopsy groups had comparable diagnostic yields (CT = 94%; US/MRI = 94%; US/CT = 93%) and accuracy (CT = 83%; US/MRI = 90%; US/CT = 100%). US fusion biopsies were faster to schedule and perform. All procedures were safe with minimal complications. CONCLUSIONS US fusion provides a high diagnostic yield and accuracy comparable to CT-guided biopsy while performed in the convenience of an US suite. This may have resulted in the observed faster scheduling and biopsy times. LEVEL OF EVIDENCE Level II, diagnostic study. See Guidelines for Authors for a complete description of levels of evidence.
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Affiliation(s)
- Jad G. Khalil
- Department of Orthopaedics, Henry Ford Hospital, 2799 W Grand Boulevard, CFP-6, Detroit, MI 48202 USA
| | - Michael P. Mott
- Department of Orthopaedics, Henry Ford Hospital, 2799 W Grand Boulevard, CFP-6, Detroit, MI 48202 USA
| | - Theodore W. Parsons
- Department of Orthopaedics, Henry Ford Hospital, 2799 W Grand Boulevard, CFP-6, Detroit, MI 48202 USA
| | - Trevor R. Banka
- Department of Orthopaedics, Henry Ford Hospital, 2799 W Grand Boulevard, CFP-6, Detroit, MI 48202 USA
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Szopinski KT, Smigielski R. Safety of sonographically guided aspiration of intramuscular, bursal, articular and subcutaneous hematomas. Eur J Radiol 2011; 81:1581-3. [PMID: 21543172 DOI: 10.1016/j.ejrad.2011.04.023] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2011] [Accepted: 04/06/2011] [Indexed: 10/18/2022]
Abstract
OBJECTIVE To evaluate the safety and efficacy of sonographically guided aspiration of intramuscular, bursal and subcutaneous hematomas. MATERIALS AND METHODS One hundred eleven interventions were performed in 75 patients at a single institution from January 2005 to December 2009. In all cases the target of interest was identified with ultrasonography. RESULTS Ninety-six procedures (87.3%) were successful, 14 procedures (12.7%) were unsuccessful due to excessive density and/or viscosity of the content. No significant complications were encountered during or immediately after any procedure. Clinical follow-up records were available for 73 (75%) procedures in 45 (66%) patients, 30 patients did not return for follow-up after hematoma evacuation. No septic or hemorrhagic complications or cases of neurovascular compromise were recorded. CONCLUSIONS Sonographically guided hematoma evacuation is a safe procedure. However, the proportion of unsuccessful evacuations and hematoma recurrence is substantial.
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Affiliation(s)
- Kazimierz T Szopinski
- Department of Diagnostic Imaging, Second Faculty of Medicine, Medical University of Warsaw, ul Kondratowicza 8, 03-242 Warsaw, Poland.
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