Radiomics analysis enables accurate differential diagnosis between avascular necrosis and transient osteoporosis of the hip

Author(s):  
Michail Klontzas
2014 ◽  
Vol 22 (4) ◽  
pp. 392-395
Author(s):  
Mrinal Joshi ◽  
Punit Nauwal ◽  
Navin B. Prakash

Author(s):  
Richard W. Keen

♦ Avascular Necrosis♦ Paget’s disease♦ Transient Osteoporosis of the Hip.


1998 ◽  
Vol 8 (4) ◽  
pp. 226-230 ◽  
Author(s):  
A. Peiró ◽  
M. Salom ◽  
J. E. Aroca

We present a case of a 45-year-old woman who developed a transient osteoporosis in her right hip that resolved spontaneously after four months. Three years after she developed an avascular necrosis of her left hip. It is controversial if transient osteoporosis and avascular necrosis are two separate clinical entities or if they are different grades of the same disease. We describe both entities and discuss these two theories based on the findings of our case.


2005 ◽  
Vol 95 (3) ◽  
pp. 277-280 ◽  
Author(s):  
Gürkan Özkoç ◽  
Sercan Akpinar ◽  
Metin Özalay ◽  
Murat Ali Hersekli ◽  
Ayşin Pourbagher ◽  
...  

Four cases of osteonecrosis of hallucal sesamoids are reported here. Surgical excision of necrotic sesamoid tissue yielded satisfactory results, with the patients reporting no residual pain. Although it has not been frequently addressed in the literature, avascular necrosis of the sesamoid bones should be considered in the differential diagnosis of persistent forefoot pain. (J Am Podiatr Med Assoc 95(3): 277–280, 2005)


1995 ◽  
Vol 20 (3) ◽  
pp. 402-404 ◽  
Author(s):  
S. KUTTY ◽  
J. CURTIN

Idiopathic avascular necrosis (AVN) of the capitate is rare. A 44-year-old woman presented with chronic pain in her dominant wrist without a history of trauma. Clinical and standard radiological examination were initially inconclusive, while MRI was diagnostic. Mid-carpal arthrodesis gave a satisfactory short term result, and the long term result is awaited. Idiopathic AVN of the capitate should be included in the differential diagnosis of chronic wrist pain.


1993 ◽  
Vol 44 (4) ◽  
pp. 243-248 ◽  
Author(s):  
Peter J. Van Veldhuizen ◽  
James Neff ◽  
Mark D. Murphey ◽  
David Bodensteiner ◽  
Barry S. Skikne

Diagnostics ◽  
2021 ◽  
Vol 11 (9) ◽  
pp. 1686
Author(s):  
Michail E. Klontzas ◽  
Georgios C. Manikis ◽  
Katerina Nikiforaki ◽  
Evangelia E. Vassalou ◽  
Konstantinos Spanakis ◽  
...  

Differentiation between transient osteoporosis (TOH) and avascular necrosis (AVN) of the hip is a longstanding challenge in musculoskeletal radiology. The purpose of this study was to utilize MRI-based radiomics and machine learning (ML) for accurate differentiation between the two entities. A total of 109 hips with TOH and 104 hips with AVN were retrospectively included. Femoral heads and necks with segmented radiomics features were extracted. Three ML classifiers (XGboost, CatBoost and SVM) using 38 relevant radiomics features were trained on 70% and validated on 30% of the dataset. ML performance was compared to two musculoskeletal radiologists, a general radiologist and two radiology residents. XGboost achieved the best performance with an area under the curve (AUC) of 93.7% (95% CI from 87.7 to 99.8%) among ML models. MSK radiologists achieved an AUC of 90.6% (95% CI from 86.7% to 94.5%) and 88.3% (95% CI from 84% to 92.7%), respectively, similar to residents. The general radiologist achieved an AUC of 84.5% (95% CI from 80% to 89%), significantly lower than of XGboost (p = 0.017). In conclusion, radiomics-based ML achieved a performance similar to MSK radiologists and significantly higher compared to general radiologists in differentiating between TOH and AVN.


2021 ◽  
Vol 5 (Supplement_1) ◽  
pp. A227-A228
Author(s):  
Caroline A Poku ◽  
Pauline M Camacho ◽  
Zubair Ilyas

Abstract Background: Transient osteoporosis is an uncommon and self-limited clinical syndrome characterized by acute joint pain with evidence of bone marrow edema on MRI. It predominantly affects healthy middle-aged men or women in the third trimester of pregnancy. The hips, knee, foot and ankle are affected in decreasing order of frequency. Pathophysiology is unknown but multiple etiologies such as ischemia, neurogenic compression or impaired venous return have been proposed. Classically, it is unilateral and bilateral in only 20%-40% of cases. It has been reported to periodically involve different joints over time with one report showing the progression to regional migratory osteoporosis in at least 20% of patients. There are no specific biomarkers to aid with diagnosis, MRI shows diffuse bone marrow edema sometimes associated with joint effusion with infrequent subchondral microfractures. Other etiologies to consider for bone marrow edema include osteomyelitis, avascular necrosis, trauma, tumors and inflammatory arthropathy. Transient osteoporosis can be self- limiting however, bisphosphonate use has been associated with shortened recovery time. In our patient given lack of access to his previous records to review and ascertain his previous diagnosis, his diagnosis of record was transient osteoporosis rather than regional migratory osteoporosis. Clinical Case: A 47 yo male presented to clinic with complaint of left ankle pain. Pain initially noted when he tripped and fell one year ago. Initial x-rays did not reveal any fractures. He was unable to weight bear due to pain although he had full range of motion at the ankle with a normal neurological and vascular exam of the foot. Due to persistence of pain, an MRI was done which showed cutaneous edema around the medial and lateral aspects of the ankle, trace tibiotalar joint effusion, marrow edema in the distal tibia and navicular with no acute fracture or definite evidence of avascular necrosis. On further questioning he reported a previous history of hip pain at age 32 and 41 with no preceding trauma. X-rays were negative for fracture and MRI showed marrow edema. Symptoms resolved after a few weeks with possible treatment with Alendronate. With the current presentation biochemical work up including Vitamin D, PTH, 24-hour urine calcium, electrolytes, phosphorus and alkaline phosphatase was unremarkable. Given the marrow edema reported on MRI, absence of fracture, osteochondral lesion or recent trauma transient osteoporosis was diagnosed. Given the duration of symptoms he was treated with Reclast 5mg IV once and reported 80% improvement in ankle pain during follow up 4 weeks later. Conclusion: It is important to identify transient osteoporosis and regional migratory osteoporosis to prevent unnecessary medical or surgical therapy.


2003 ◽  
Vol 13 (4) ◽  
pp. 229-234
Author(s):  
B.M. Clark ◽  
M. Zenios ◽  
E.G.L. Wilkins ◽  
D.H. Sochart

Avascular necrosis (AVN) of bone occurring in patients infected with Human Immunodeficiency Virus (HIV) has been well documented in recent literature. Contributing factors may include drug treatment (steroids and protease inhibitors), hyperlipidaemia, hyperviscosity, antiphospholipid antibodies, or the virus itself. We have retrospectively reviewed case notes of all patients seen in our department with AVN (n=5). We conclude that although steroids play an important role, the aetiology of AVN in HIV is multifactoral. The orthopaedic surgeon should consider AVN in the differential diagnosis of patients with HIV infection presenting with painful joints.


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