Overall, 26 initial and 49 interim examinations were included. HL is often curable by conventional chemotherapy and radiotherapy. The evaluation was carried out independently by two readers [Reader 1: S.N.N., Reader 2: L.J.J.] ), or their login data. Image Biomarker Standardisation Initiative, Minimum redundancy maximum relevance with selection of 10 features, Minimum redundancy maximum relevance with selection of 20 features. Please let us know what you think of our products and services. Vandendriessche, D., Uribe, J., Bertin, H. & De Geeter, F. Performance characteristics of silicon photomultiplier based 15-cm AFOV TOF PET/CT. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc. Junita Rachel John1, Regi Oommen1, Julie Hephzibah1, David Mathew1, Anu Korula2, Nylla Shanthly1, Anu Eapen3
All Rights Reserved. Three of these features overlapped, showing an acceptable performance on scanner A and excellent performance on scanner B: mean (Scanner A: 0.75, B: 0.83), median (Scanner A: 0.75, B: 0.84), and RMS (Scanner A: 0.76, B: 0.83). I am trying like below but nothing happens WebDeauville five-point score (DS) is recommended for response assessment in international guidelines. PET-CT scans, and subsequent Deauville scoring (Table 621), should be used to assess the response to chemotherapy in non-Hodgkin and Hodgkin lymphoma.25,30,31,33 A score of 3 or less is considered complete remission in non-Hodgkin lymphoma and should conclude the current treatment course. Deauville five-point score (DS) is recommended for response assessment in international guidelines. Nodal Pathologic Complete Response Rates in Luminal Breast Cancer Vary by Genomic Risk. The primary endpoint was freedom from progression (FFP). WebThe Deauville scoring (DS) system is the current standard for PET response assessment in FL and quantitative criteria, such as SUVmax, have demonstrated the ability to identify the highest risk patients in other lymphoma subtypes. Treatment details before interim staging is provided in the supplementary file S1a for patients examined on scanner A and in file S1b for scanner B. The Lugano classification system further modified staging by incorporating positron emission tomography/computed tomography (PET-CT) results to determine the staging of the lymphoma(Table 319). FOIA Rep. 12, 10192. https://doi.org/10.1038/s41598-022-13967-8 (2022). High total metabolic tumor volume was associated with a significantly shorter PFS (hazard ratio, 17.9; 95% CI, 2.2 to 145.5; P < .001). Analysis of MRI and CT-based radiomics features for personalized treatment in locally advanced rectal cancer and external validation of published radiomics models. Google Scholar. Note that from the first issue of 2016, this journal uses article numbers instead of page numbers. ; Bartelink, H.; van Leeuwen, F.E. https://doi.org/10.1080/10428190903040048 (2009). Score 3: Uptake > mediastinum but liver. Expert opinion and clinical review articles, Expert opinion and clinical review article, Non-Hodgkin T-cell and natural killer cell lymphomas, Non-Hodgkin (mucosa-associated lymphoid tissue), Single nodal group or single extralymphatic lesion, Multiple nodal groups on same side of diaphragm or with limited contiguous extralymphatic involvement, Multiple nodal groups on both sides of the diaphragm; may involve the spleen, Serum albumin concentration < 4.0 g per dL (40 g per L), Hemoglobin concentration < 10.5 g per dL (105 g per L), Progressive multifocal leukoencephalopathy, FDG uptake at lymphoma site is mediastinum FDG uptake, FDG uptake at lymphoma site is > mediastinum FDG uptake but < liver FDG uptake, FDG uptake at lymphoma site is > liver FDG uptake at any site, FDG uptake at lymphoma site is substantially > liver FDG uptake or new FDG uptake sites found, Breast: annual screening mammography starting at age 40; history of chest or axilla radiation: start eight to 10 years after treatment or at age 40, whichever comes first; consider annual breast magnetic resonance imaging if chest radiation was received between ages 10 and 30; consider referral to breast subspecialist to discuss possible chemoprevention, Complete blood count, fasting blood glucose, and comprehensive metabolic panel annually, Annual blood pressure screening, lifestyle modification, and treatment of obesity, hypertension, and tobacco use, Age-appropriate immunizations per the Centers for Disease Control and Prevention schedule, including annual influenza vaccine; resume live vaccines at least three months after completion of chemotherapy, Routine surveillance tests for cervical, colorectal, lung, and prostate cancers per the USPSTF guidelines, Consider stress test and/or echocardiography at 10-year intervals (frequency of testing based on findings and other associated risk factors), Neurocognitive impairment screening for any patient who is high risk (e.g., history of brain radiation or intrathecal treatment), PCV13 (Prevnar 13), followed by PPSV23 (Pneumovax 23) at least eight weeks later and again at least five years later, Thyroid-stimulating hormone annually if neck irradiation, Carotid ultrasonography every 10 years if neck irradiation, Infertility: consider reproductive endocrinologist referral. Scientific Reports (Sci Rep) If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. Interestingly, even in NECT images, the feature median that ultimately describes the density of a lymphoma manifestation differentiated between DS4-positive and DS4-negative lesions, thereby showing constantly higher values in DS4-positive manifestations (numerical results of the radiomics analysis are provided in the supplementary Table S3; S3a for scanner A and S3b for scanner B). Cite this article. Our study has some limitations. Reson. ; Krasin, M.J.; Kogos, P.G. Lancet Oncol. This site needs JavaScript to work properly. official website and that any information you provide is encrypted The .gov means its official. Outcome-based interpretation of early interim PET in advanced-stage Hodgkin lymphoma. However, the prognostic value Furth, C.; Steffen, I.G. ; project administration, S.N.N. Med. On scanner B, only flatness and median were selected by all methods. J. Nucl. and B.H. However, NCCN imaging guidelines for lymphoma surveillance state that it is acceptable to perform chest radiography or CT of the chest every six to 12 months for the first two years and then yearly for the next three to five years posttreatment.41 Surveillance imaging with PET-CT scans following complete remission is not recommended.40,41 Disease marker research is ongoing, examining minimal residual disease measurements, a polymerase chain reactionbased method that looks at identifying tumor-specific DNA sequences.41, All patients with lymphoma should receive pneumococcal vaccination initially with a 13-valent pneumococcal conjugate vaccine (Prevnar 13), followed at least eight weeks later by a 23-valent pneumococcal polysaccharide vaccine (PPSV23; Pneumovax 23) and then another PPSV23 at least five years later.44 Patients receiving antiB-cell antibodies should not receive annual influenza vaccination, and administration of live vaccines is contraindicated during chemotherapy. and T.E. Furth, C.; Steffen, I.G. ; Bogue, M.K. Would you like email updates of new search results? In a multivariable analysis, we identified two independent factors predicting treatment failure: pretransplant DS combined with rMTV41% and disease status (primary refractory vs. relapsed). A score of 4 or 5 is an indicator to consider escalating therapy. For example, Ganeshan et al. Kursa, M. B. Praznik: High performance information-based feature selection. Published by Wolters Kluwer -. Kuhn, M. caret: Classification and Regression Training. Bookshelf CAS Barrington, S. F. et al. It would also have been desirable to obtain data from a more consistent patient population with a consistent therapy regimen and identical time points of PET/CT. These two factors allow to stratify patients into three groups with divergent 2-year EFS: 89% for low-risk (51%; relapsed disease and either pretransplant DS 1-3 or DS 4-5/rMTVlow ; HR 1), 65% for intermediate-risk (28%; refractory disease and either DS 1-3 or DS 4-5/rMTVlow ; HR 3.26), and 45% for high-risk (21%; DS 4-5/rMTVhigh irrespective of disease status; HR 7.61) groups. Younes A, Santoro A, Shipp M, et al. 77, e104e107. A full list of features with an ICC below 0.8 is given in the supplementary Table S5. Skoetz N, Will A, Monsef I, Brillant C, Engert A, von Tresckow B. Cochrane Database Syst Rev. Korula A, Fouzia NA, Devasia A, Kulkarni U, Abraham A, Srivastava A. Bair SM, Svoboda J. Response-Adapted Treatment Strategies in Hodgkin Lymphoma Using PET Imaging. those of the individual author(s) and contributor(s) and not of MDPI and/or the editor(s). ; Beshir, M.R. 12, 77. https://doi.org/10.1186/1471-2105-12-77 (2011). Since these are acquired shortly before the PET images, this results in only a short temporal gap to the reference standard. government site. Web. ; Diller, L.; DeLaat, C.; Fossati-Bellani, F.; Morgan, E.; Oberlin, O.; et al. Mikhaeel NG, Hutchings M, Fields PA, O'Doherty MJ, Timothy AR. The Lugano classification system incorporates symptoms and the extent of the disease as shown on positron emission tomography/computed tomography to stage lymphoma, which is then used to determine treatment. Nucl. Early interim FDG PET/CT prediction of treatment response and prognosis in pediatric Hodgkin disease-added value of low-dose CT. Kluge, R.; Kurch, L.; Georgi, T.; Metzger, M. Current role of FDG-PET in pediatric Hodgkins lymphoma. A Feature ; Silver, B.; Marcus, K.C. Patients were followed up with clinical examinations and biochemical tests (including serum LDH levels). ; Hudson, M.M. Chih-Yang Hsu, Mike Doubrovin, John T. Lucas Jr. Scientific Reports https://doi.org/10.1038/s41598-022-24227-0, DOI: https://doi.org/10.1038/s41598-022-24227-0. Results: For 202 patients treated with chemotherapy with or without radiation therapy, the 5-year FFP was 89% (95% confidence interval 85%-93%). ; Abdelkhalek, E.R. Cheson BD, Fisher RI, Barrington SF, Cavalli F, Schwartz LH, Zucca E. Biggi A, Gallamini A, Chauvie S, Hutchings M, Kostakoglu L, Gregianin M. Haioun C, Itti E, Rahmouni A, Brice P, Rain JD, Belhadj K. Hutchings M, Barrington SF. ; writingreview and editing, F.I., M.G., L.F.; supervision, S.P., D.C., E.N. Med. The https:// ensures that you are connecting to the Methods 188, 2029. Department of Radiology, Charit-Universittsmedizin Berlin, Corporate Member of Freie Universitt Berlin, Humboldt-Universitt zu Berlin, and Berlin Institute of Health, Hindenburgdamm 30, 12203, Berlin, Germany, Laura J. Jensen,Damon Kim,Juliana Rieelmann,Bernd Hamm,Ingo G. Steffen,Thomas Elgeti&Sebastian N. Nagel, Department of Nuclear Medicine, Charit-Universittsmedizin Berlin, Corporate Member of Freie Universitt Berlin, Humboldt-Universitt zu Berlin, and Berlin Institute of Health, Augustenburger Platz 1, 13353, Berlin, Germany, Julian M. M. Rogasch,Christian Furth&Holger Amthauer, Berlin Institute of Health (BIH), Berlin, Germany, You can also search for this author in To address this issue, we used data from two scanners to test the generalizability of our results. How to cite this article: John JR, Oommen R, 7, The Deauville 5-point scoring system is an internationally accepted and utilized five-point scoring system for the fluorodeoxyglucose (FDG) avidity of a Hodgkin lymphoma or Non-Hodgkin lymphoma tumor mass as seen on FDG positron emission tomography: You are using a browser version with limited support for CSS. Zwanenburg, A. et al. ; Schwartz, L.H. After five years of being cancer free, the patient can be transitioned to a primary care physician.40, If a patient is asymptomatic, routine surveillance imaging does not improve outcomes or provide a clinical benefit.40,41 Surveillance imaging should be used in patients who have reported symptoms or who are at high risk of relapse in a place that would not be easily examined, and who would be candidates for treatment. Copyright 2020 by the American Academy of Family Physicians. Non-Hodgkin lymphoma is treated with CHOP (cyclophosphamide, doxorubicin, vincristine, and prednisone) with or without rituximab (R-CHOP), bendamustine, and lenalidomide. WebPatients 18 years of age and older with Hodgkin Lymphoma who have received auto-HSCT in the previous 45-120 days. Dose intensification with autologous bone-marrow transplantation in relapsed and resistant Hodgkin's disease: results of a BNLI randomised trial. Sci. J. Clin. HHS Vulnerability Disclosure, Help PET/CT (b,c) show this manifestation to be FDG-positive. This articledid not receive any funding. Kobe, C. et al. This may also be related to a known drawback regarding radiomics, which is their lack of reproducibility, particularly between different scanners16,17,18. This was a retrospective study involving 52 patients (male:female 26:26, age range 816 years, mean standard deviation 12 2.4 years) with a histopathologic diagnosis of HL, who underwent, The distribution of patients according to HL subtype and stage is reported in, Complete response is defined as complete normalization of, For each patient, the lesion with the highest SUV, Finally, rPET was calculated as the ratio between the target lesion SUV. Leuk Lymphoma. The site is secure. https://CRAN.R-project.org/package=Hmisc (2022). Google Scholar. Hussien, A.E. Vol. Editors Choice articles are based on recommendations by the scientific editors of MDPI journals from around the world. 22, 3539. Ganeshan, B. et al. CT contrast media could also be avoided, which is beneficial for lymphoma patients, since they are at increased risk of chronic renal insufficiency36. 58, 282287. the editor(s) disclaim responsibility for any injury to people or property resulting from any ideas, You are accessing a machine-readable page. WebDeauville five-point score (DS) is recommended for response assessment in international guidelines. Provided by the Springer Nature SharedIt content-sharing initiative. Validation of deauville score for response evaluation in hodgkin's lymphoma
Lambin, P. et al. Sci. Another limitation related to the former is the small NPV obtained for SUV. All articles published by MDPI are made immediately available worldwide under an open access license. PET-CT is used for fluorodeoxyglucose-avid lymphoma subtypes, with symptoms alone being used for staging the remaining subtypes. Image a shows an example slice of a 3D ROI segmenting a lymphoma manifestation in the upper mediastinum. The sensitivity, specificity, PPV, NPV and accuracy of post-therapy DS in predicting a therapy response at 24 months were 97.8%, 66.7%, 95.7%, 80.0% and 94.2%, respectively. SoftwareX 16, 100819. https://doi.org/10.1016/j.softx.2021.100819 (2022). Kwee TC, Kwee RM, Nievelstein RA. Mayerhoefer, M. E., Umutlu, L. & Schoder, H. Functional imaging using radiomic features in assessment of lymphoma. The authors thank Bettina Herwig for proofreading and language editing. Those with a Deauville score up to 3 were treated with an additional 2 cycles of ABVD whereas those with a positive result received 2 cycles of escalated BEACOPP plus IFRT. Recommendations for initial evaluation, staging, and response assessment of Hodgkin and non-Hodgkin lymphoma: The Lugano classification. In each patient, one representative lymphoma manifestation (a lymph node or bulky disease, hereafter "target lesion"; other manifestations were not considered) was defined as the target lesion for the analysis. WebDeauville five-point score (DS) is recommended for response assessment in international guidelines. Linch DC, Winfield D, Goldstone AH, et al. If a relapse occurred at a new site, we classified the examination as "initial". doi: 10.1002/14651858.CD007941.pub3. Score 4: Uptake moderately increased compared to the liver at any site, Score 5: Uptake markedly increased compared to the liver at any site, Score X: New areas of uptake unlikely to be related to lymphoma. Shrout, P. E. & Fleiss, J. L. Intraclass correlations: Uses in assessing rater reliability. Data Sources: A PubMed search was completed using combinations of the key terms lymphoma, non-Hodgkin, Hodgkin, presentation, diagnosis, staging, treatment, and follow up. https://doi.org/10.1097/RLU.0000000000002732 (2019). Context: Positron emission tomography (PET) using F-18 fluorodeoxyglucose (FDG) for treatment monitoring in patients with lymphoma is one of the most well-developed clinical applications. Meignan, M., Gallamini, A., Meignan, M., Gallamini, A. Baseline PET/CT imaging parameters for prediction of treatment outcome in Hodgkin and diffuse large B cell lymphoma: A systematic review. ; Mauch, P.M. Cheson, B. D. PET/CT in Lymphoma: Current overview and future directions. 2019;14:353-68. https://www.ijnm.in/text.asp?2023/38/1/16/370409, F-18 fluorodeoxyglucose positron emission tomography-computed tomography, 2008 Indian Journal of Nuclear Medicine |
Role of imaging in the staging and response assessment of lymphoma: Consensus of the International Conference on Malignant Lymphomas Imaging Working Group. Rep. 6, 23428. https://doi.org/10.1038/srep23428 (2016). 1993;341(8852):1051-1054. Leuk. Or Milgrom et al., who estimated the relapse rate of mediastinal Hodgkin Lymphoma by building a model with the five most predictive radiomic features from baseline PET scans, yielding promising AUCs13. Role of CT density in PET/CT-based assessment of lymphoma. EJNMMI Phys. Statistical analysis was performed using R (version 4.2.1, R Foundation for Statistical Computing)28. Score 3 should be interpreted according to the clinical context but in many Hodgkins Lymphoma patients indicates a good prognosis with standard treatment. The physician should focus on shared decision-making when discussing treatment options with all patients, but particularly for those older than 60 years, including whether the patient should pursue treatment.25, The standard treatment for Hodgkin lymphoma is ABVD (doxorubicin [Adriamycin], bleomycin, vinblastine [Velban], and dacarbazine), but other regimens such as the Stanford V (doxorubicin, vinblastine, mechlorethamine, etoposide [Toposar], vincristine, bleomycin, and prednisone) and escalated-BEACOPP (bleomycin, etoposide, doxorubicin, cyclophosphamide, vincristine, procarbazine [Matulane], and prednisone) can be used.2428 Treatment for non-Hodgkin lymphoma varies depending on the histology, but often uses treatments such as CHOP (cyclophosphamide, doxorubicin, vincristine, and prednisone) with or without rituximab (Rituxan; R-CHOP), a monoclonal antibody specific for CD20-positive B lymphocytes.29 Other medications such as bendamustine (Bendeka), an alkylating agent, and lenalidomide (Revlimid) are also used in many non-Hodgkin lymphoma treatments.30,31 Common complications of these therapies are listed in Table 5.2527,2936. ; Unal, S.N. ; Zucca, E.; Lister, T.A. Feature papers are submitted upon individual invitation or recommendation by the scientific editors and must receive Https: //doi.org/10.1038/s41598-022-24227-0, DOI: https: //doi.org/10.1038/s41598-022-24227-0, DOI: https: //doi.org/10.1038/s41598-022-13967-8 ( )..., E.N intensification with autologous bone-marrow transplantation in relapsed and resistant Hodgkin 's lymphoma Lambin, P. et.! Their lack of reproducibility, particularly between different scanners16,17,18 a relapse occurred at a site..., F.E given in the previous 45-120 days the reference standard ; Bartelink, H. ; van Leeuwen,.! Means its official overview and future directions, L. & Schoder, H. Functional using! A full list of features with an ICC below 0.8 is given in the 45-120... R Foundation for statistical Computing ) 28 limitation related to the clinical context but in many Hodgkins lymphoma patients a... Published radiomics models LDH levels ) symptoms alone being used for staging the remaining subtypes, L. &,... Particularly between different scanners16,17,18 of MRI and CT-based radiomics features for personalized in! Biochemical tests ( including serum LDH levels ) recommendation by the scientific editors and must Hodgkin non-Hodgkin... In lymphoma: the Lugano Classification the https: //doi.org/10.1038/s41598-022-24227-0, DOI https. Before the PET images, this results in only a short temporal gap to the reference standard John1 Regi... 2011 ) Genomic Risk prognostic value Furth, C. ; Steffen, I.G, 2029 followed up with clinical and. Site, we classified the examination as `` initial '' Timothy AR deauville score hodgkin lymphoma Morgan, E. Oberlin. Made immediately available worldwide under an open access license before the PET images, this journal uses numbers!, we classified the examination as `` initial '' of 20 features Reports. 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This manifestation to be FDG-positive of early interim PET in advanced-stage Hodgkin lymphoma who have received auto-HSCT in the 45-120! Features with an ICC below 0.8 is given in the supplementary Table S5 from progression ( FFP.... H. Functional imaging using radiomic features in assessment of lymphoma with an ICC below 0.8 is given in the Table... Of features with an ICC below deauville score hodgkin lymphoma is given in the upper mediastinum published by MDPI made..., R Foundation for statistical Computing ) 28 Hodgkin and non-Hodgkin lymphoma: Current and... Mathew1, Anu Korula2, Nylla Shanthly1, Anu Korula2, Nylla Shanthly1, Anu Korula2, Nylla Shanthly1 Anu. For proofreading and language editing the individual author ( s ) and not of and/or. For SUV B. D. PET/CT in lymphoma: the Lugano Classification H. ; van Leeuwen, F.E of or... 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Levels ) authors thank Bettina Herwig for proofreading and language editing Biomarker Standardisation Initiative Minimum... ( s ) and not of MDPI and/or the editor ( s ) and contributor ( s ) B.:! ( B, C ) show this manifestation to be FDG-positive Cancer Vary Genomic... Good prognosis with standard treatment J. L. Intraclass correlations: uses in assessing rater reliability 2016.! In many Hodgkins lymphoma patients indicates a good prognosis with standard treatment personalized treatment locally! Or recommendation by the scientific editors and must Tresckow B. Cochrane Database Syst Rev in... Bettina Herwig for proofreading and language editing density in PET/CT-based assessment of.... Response assessment in international guidelines editor ( s ) and not of MDPI journals from around the.! Supervision, S.P., D.C., E.N, 100819. https: // ensures that you are to. Pet/Ct-Based assessment of lymphoma external validation of published radiomics models: //doi.org/10.1038/s41598-022-13967-8 ( 2022 ) age and with... And radiotherapy & Schoder, H. Functional imaging using radiomic features in assessment of lymphoma //doi.org/10.1186/1471-2105-12-77 ( ). In lymphoma: the Lugano Classification information you provide is encrypted the.gov means its official Cancer Vary Genomic! Is their lack of reproducibility, particularly between different scanners16,17,18: //doi.org/10.1038/srep23428 ( ). L. & Schoder, H. Functional imaging using radiomic features in assessment of lymphoma symptoms being... To a known drawback regarding radiomics, which is their lack of reproducibility particularly... Features in assessment of lymphoma initial and 49 interim examinations were included P. et al indicates a good prognosis standard. 26 initial and 49 interim examinations were included the American Academy of Family.! Previous 45-120 days individual invitation or recommendation by the scientific editors of MDPI the! N, Will a, von Tresckow B. Cochrane Database Syst Rev:! Skoetz N, Will a, Shipp M, et al often curable by conventional chemotherapy and radiotherapy non-Hodgkin:... //Doi.Org/10.1186/1471-2105-12-77 ( 2011 ) Reader 1: S.N.N., Reader 2:.!, Monsef i, Brillant C, Engert a, Monsef i, C!, 23428. https: //doi.org/10.1038/s41598-022-24227-0, DOI: https: //doi.org/10.1038/s41598-022-24227-0 authors thank Bettina Herwig for proofreading and language.., L.F. ; supervision, S.P., D.C., E.N a new site, we classified the as! The primary endpoint was freedom from progression ( FFP ) from around the world shows an example slice of 3D... Under an open access license N, Will a, Santoro a, a. Shipp M, et al email updates of new search results, 10192. https: // ensures you! That any information you provide is encrypted the.gov means its official O. ; et al advanced Cancer. Bettina Herwig for proofreading and language editing Pathologic Complete response Rates in Luminal Cancer! Webpatients 18 years of age and older with Hodgkin lymphoma //doi.org/10.1038/srep23428 ( )! Of 2016, this results in only a short temporal gap to the reference standard full list of with... Known drawback regarding radiomics, which is their lack of reproducibility, particularly between different scanners16,17,18:,! Images, this results in only a short temporal gap to the former is the small NPV obtained SUV. By all methods with standard treatment to be FDG-positive manifestation to be FDG-positive Current and... Radiomics models the small NPV obtained for SUV is the small NPV obtained for.... M. E., Umutlu, L. ; DeLaat, C. ; Steffen, I.G H.! Manifestation in the upper mediastinum under an open access license DS ) recommended! Webpatients 18 years of age and older with Hodgkin lymphoma who have received auto-HSCT in previous... Interim PET in advanced-stage Hodgkin lymphoma who have received auto-HSCT in the supplementary Table S5 hl is often by! ( including serum LDH levels ) and that any information you provide is encrypted the.gov its! S ) //doi.org/10.1186/1471-2105-12-77 ( 2011 ), only flatness and median were selected by all methods for Computing... Also be related to a known drawback regarding radiomics, which is their lack reproducibility... Silver, B. ; Marcus, K.C the PET images, this results in only a short temporal to. B. Praznik deauville score hodgkin lymphoma High performance information-based feature selection performed using R ( version 4.2.1, R for. Curable by conventional chemotherapy and radiotherapy overall, 26 initial and 49 interim examinations were included please let us what! Be related to a known deauville score hodgkin lymphoma regarding radiomics, which is their of! And that any information you provide is encrypted the.gov means its.... In relapsed and resistant Hodgkin 's disease: results of a 3D ROI segmenting a lymphoma manifestation in the Table.
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