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Prediction of Histologic Neoadjuvant Chemotherapy Response in Osteosarcoma Using Pretherapeutic MRI Radiomics.

Autor: Bouhamama A; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Leporq B; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Khaled W; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Nemeth A; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Brahmi M; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Dufau J; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Marec-Bérard P; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Drapé JL; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Gouin F; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Bertrand-Vasseur A; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Blay JY; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Beuf O; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.)., Pilleul F; From the Departments of Radiology (A.B., F.P.), Medical Oncology (M.B., J.Y.B.), and Surgery (F.G.), Centre Léon Bérard, 28 Prom. Léa Et Napoléon Bullukian, 69008 Lyon, France; Université de Lyon, INSA-Lyon, Université Claude Bernard Lyon 1, UJM-Saint Etienne, CNRS, Inserm, Centre Léon Bérard, CREATIS UMR 5220, U1206, Lyon, France (A.B., B.L., A.N., O.B., F.P.); Department of Radiology, AP-HP Hôpital Cochin, Paris, France (W.K., J.L.D.); Department of Pediatric Oncology, Institut d'Hématologie et d'Oncologie Pédiatrique, Lyon, France (J.D., P.M.B.); and Department of Radiology, Centre Hospitalier Universitaire de Nantes, Nantes, France (A.B.V.).

Publikováno v: Radiology. Imaging cancer [Radiol Imaging Cancer] 2022 Sep; Vol. 4 (5), pp. e210107.