Literature DB >> 34009541

An update in musculoskeletal tumors: from quantitative imaging to radiomics.

Vito Chianca1,2,3, Domenico Albano4,5, Carmelo Messina4,6, Gabriele Vincenzo7, Stefania Rizzo7, Filippo Del Grande7, Luca Maria Sconfienza4,6.   

Abstract

In the last two decades, relevant progress has been made in the diagnosis of musculoskeletal tumors due to the development of new imaging tools, such as diffusion-weighted imaging, diffusion kurtosis imaging, magnetic resonance spectroscopy, and diffusion tensor imaging. Another important role has been played by the development of artificial intelligence software based on complex algorithms, which employ computing power in the detection of specific tumor types. The aim of this article is to report the most advanced imaging techniques focusing on their advantages in clinical practice.
© 2021. Italian Society of Medical Radiology.

Entities:  

Keywords:  Bone sarcoma; Diffusion tensor imaging; MRI; Quantitative imaging biomarkers; Radiomics; Soft tissue sarcoma

Mesh:

Year:  2021        PMID: 34009541     DOI: 10.1007/s11547-021-01368-2

Source DB:  PubMed          Journal:  Radiol Med        ISSN: 0033-8362            Impact factor:   3.469


  40 in total

1.  Gadolinium accumulation after contrast-enhanced magnetic resonance imaging: what rheumatologists should know.

Authors:  Fabio Martino Doniselli; Domenico Albano; Vito Chianca; Marco Amedeo Cimmino; Luca Maria Sconfienza
Journal:  Clin Rheumatol       Date:  2017-03-20       Impact factor: 2.980

2.  Nomogram for radiation-induced hypothyroidism prediction in nasopharyngeal carcinoma after treatment.

Authors:  Ren Luo; Mei Li; Zhining Yang; Yizhou Zhan; Baotian Huang; Jiayang Lu; Zhenxi Xu; Zhixiong Lin
Journal:  Br J Radiol       Date:  2016-11-25       Impact factor: 3.039

3.  Position paper on magnetic resonance imaging protocols in the musculoskeletal system (excluding the spine) by the Italian College of Musculoskeletal Radiology.

Authors:  Alberto Bellelli; Enzo Silvestri; Antonio Barile; Domenico Albano; Alberto Aliprandi; Roberto Caudana; Vito Chianca; Francesco Di Pietto; Carlo Faletti; Eugenio Genovese; Andrea Giovagnoni; Carlo Masciocchi; Carmelo Messina; Luca Maria Sconfienza; Vincenzo Spina; Marcello Zappia
Journal:  Radiol Med       Date:  2019-01-28       Impact factor: 3.469

4.  Is there a role for diffusion-weighted MRI (DWI) in the diagnosis of central cartilage tumors?

Authors:  H Douis; L Jeys; R Grimer; S Vaiyapuri; A M Davies
Journal:  Skeletal Radiol       Date:  2015-03-07       Impact factor: 2.199

5.  Infliximab trough levels and persistent vs transient antibodies measured early after induction predict long-term clinical remission in patients with inflammatory bowel disease.

Authors:  Giorgia Bodini; Edoardo G Giannini; Vincenzo Savarino; Lorenzo Del Nero; Sara Lo Pumo; Matteo Brunacci; Nicola De Bortoli; Anjali Jain; Salvatore Tolone; Edoardo Savarino
Journal:  Dig Liver Dis       Date:  2017-11-27       Impact factor: 4.088

Review 6.  Bone and soft tissue tumors: the role of contrast agents for MR imaging.

Authors:  K L Verstraete; P Lang
Journal:  Eur J Radiol       Date:  2000-06       Impact factor: 3.528

7.  Diffusion-weighted imaging for the cellularity assessment and matrix characterization of soft tissue tumour.

Authors:  Tiziana Robba; Vito Chianca; Domenico Albano; Valeria Clementi; Raimondo Piana; Alessandra Linari; Alessandro Comandone; Guido Regis; Maurizio Stratta; Carlo Faletti; Alda Borrè
Journal:  Radiol Med       Date:  2017-07-08       Impact factor: 3.469

8.  Differentiation of malignant from benign soft tissue tumours: use of additive qualitative and quantitative diffusion-weighted MR imaging to standard MR imaging at 3.0 T.

Authors:  So-Yeon Lee; Won-Hee Jee; Joon-Yong Jung; Michael Y Park; Sun-Ki Kim; Chan-Kwon Jung; Yang-Guk Chung
Journal:  Eur Radiol       Date:  2015-06-17       Impact factor: 5.315

9.  Epidemiology and classification of bone tumors.

Authors:  Alessandro Franchi
Journal:  Clin Cases Miner Bone Metab       Date:  2012-09-30

10.  Carcinosarcoma of native renal pelvis in recipient after a renal transplant: a case report.

Authors:  Jitao Wu; Xuyun Wang; Chunhua Lin; Shengqiang Yu; Li Cai; Zhenli Gao
Journal:  World J Surg Oncol       Date:  2014-12-30       Impact factor: 2.754

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  11 in total

1.  Ability of Delta Radiomics to Predict a Complete Pathological Response in Patients with Loco-Regional Rectal Cancer Addressed to Neoadjuvant Chemo-Radiation and Surgery.

Authors:  Valerio Nardone; Alfonso Reginelli; Roberta Grassi; Giovanna Vacca; Giuliana Giacobbe; Antonio Angrisani; Alfredo Clemente; Ginevra Danti; Pierpaolo Correale; Salvatore Francesco Carbone; Luigi Pirtoli; Lorenzo Bianchi; Angelo Vanzulli; Cesare Guida; Roberto Grassi; Salvatore Cappabianca
Journal:  Cancers (Basel)       Date:  2022-06-18       Impact factor: 6.575

Review 2.  Radiomics in medical imaging: pitfalls and challenges in clinical management.

Authors:  Roberta Fusco; Vincenza Granata; Giulia Grazzini; Silvia Pradella; Alessandra Borgheresi; Alessandra Bruno; Pierpaolo Palumbo; Federico Bruno; Roberta Grassi; Andrea Giovagnoni; Roberto Grassi; Vittorio Miele; Antonio Barile
Journal:  Jpn J Radiol       Date:  2022-03-28       Impact factor: 2.701

3.  Prediction of Breast Cancer Histological Outcome by Radiomics and Artificial Intelligence Analysis in Contrast-Enhanced Mammography.

Authors:  Antonella Petrillo; Roberta Fusco; Elio Di Bernardo; Teresa Petrosino; Maria Luisa Barretta; Annamaria Porto; Vincenza Granata; Maurizio Di Bonito; Annarita Fanizzi; Raffaella Massafra; Nicole Petruzzellis; Francesca Arezzo; Luca Boldrini; Daniele La Forgia
Journal:  Cancers (Basel)       Date:  2022-04-25       Impact factor: 6.575

Review 4.  Lymph Nodes Evaluation in Rectal Cancer: Where Do We Stand and Future Perspective.

Authors:  Alessandra Borgheresi; Federica De Muzio; Andrea Agostini; Letizia Ottaviani; Alessandra Bruno; Vincenza Granata; Roberta Fusco; Ginevra Danti; Federica Flammia; Roberta Grassi; Francesca Grassi; Federico Bruno; Pierpaolo Palumbo; Antonio Barile; Vittorio Miele; Andrea Giovagnoni
Journal:  J Clin Med       Date:  2022-05-05       Impact factor: 4.964

5.  Radiomics and Machine Learning Analysis Based on Magnetic Resonance Imaging in the Assessment of Colorectal Liver Metastases Growth Pattern.

Authors:  Vincenza Granata; Roberta Fusco; Federica De Muzio; Carmen Cutolo; Mauro Mattace Raso; Michela Gabelloni; Antonio Avallone; Alessandro Ottaiano; Fabiana Tatangelo; Maria Chiara Brunese; Vittorio Miele; Francesco Izzo; Antonella Petrillo
Journal:  Diagnostics (Basel)       Date:  2022-04-29

Review 6.  Advanced Magnetic Resonance Imaging (MRI) Techniques: Technical Principles and Applications in Nanomedicine.

Authors:  Federico Bruno; Vincenza Granata; Flavia Cobianchi Bellisari; Ferruccio Sgalambro; Emanuele Tommasino; Pierpaolo Palumbo; Francesco Arrigoni; Diletta Cozzi; Francesca Grassi; Maria Chiara Brunese; Silvia Pradella; Maria Luisa Mangoni di S Stefano; Carmen Cutolo; Ernesto Di Cesare; Alessandra Splendiani; Andrea Giovagnoni; Vittorio Miele; Roberto Grassi; Carlo Masciocchi; Antonio Barile
Journal:  Cancers (Basel)       Date:  2022-03-23       Impact factor: 6.639

7.  Fully automated measurement on coronal alignment of lower limbs using deep convolutional neural networks on radiographic images.

Authors:  Xianghong Meng; Zhi Wang; Xinlong Ma; Xiaoming Liu; Hong Ji; Jie-Zhi Cheng; Pei Dong
Journal:  BMC Musculoskelet Disord       Date:  2022-09-17       Impact factor: 2.562

Review 8.  Applications of machine learning for imaging-driven diagnosis of musculoskeletal malignancies-a scoping review.

Authors:  Florian Hinterwimmer; Sarah Consalvo; Jan Neumann; Daniel Rueckert; Rüdiger von Eisenhart-Rothe; Rainer Burgkart
Journal:  Eur Radiol       Date:  2022-07-19       Impact factor: 7.034

9.  Radiomic and Artificial Intelligence Analysis with Textural Metrics Extracted by Contrast-Enhanced Mammography and Dynamic Contrast Magnetic Resonance Imaging to Detect Breast Malignant Lesions.

Authors:  Roberta Fusco; Elio Di Bernardo; Adele Piccirillo; Maria Rosaria Rubulotta; Teresa Petrosino; Maria Luisa Barretta; Mauro Mattace Raso; Paolo Vallone; Concetta Raiano; Raimondo Di Giacomo; Claudio Siani; Franca Avino; Giosuè Scognamiglio; Maurizio Di Bonito; Vincenza Granata; Antonella Petrillo
Journal:  Curr Oncol       Date:  2022-03-13       Impact factor: 3.677

10.  Radiomics Metrics Combined with Clinical Data in the Surgical Management of Early-Stage (cT1-T2 N0) Tongue Squamous Cell Carcinomas: A Preliminary Study.

Authors:  Umberto Committeri; Roberta Fusco; Elio Di Bernardo; Vincenzo Abbate; Giovanni Salzano; Fabio Maglitto; Giovanni Dell'Aversana Orabona; Pasquale Piombino; Paola Bonavolontà; Antonio Arena; Francesco Perri; Maria Grazia Maglione; Sergio Venanzio Setola; Vincenza Granata; Giorgio Iaconetta; Franco Ionna; Antonella Petrillo; Luigi Califano
Journal:  Biology (Basel)       Date:  2022-03-18
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