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Assessing the reliability of ChatGPT4 in the appropriateness of radiology referrals 评估 ChatGPT4 在放射科转诊适当性方面的可靠性
The Royal College of Radiologists Open Pub Date : 2024-01-01 DOI: 10.1016/j.rcro.2024.100155
Marco Parillo , Federica Vaccarino , Daniele Vertulli , Gloria Perillo , Bruno Beomonte Zobel , Carlo Augusto Mallio
{"title":"Assessing the reliability of ChatGPT4 in the appropriateness of radiology referrals","authors":"Marco Parillo ,&nbsp;Federica Vaccarino ,&nbsp;Daniele Vertulli ,&nbsp;Gloria Perillo ,&nbsp;Bruno Beomonte Zobel ,&nbsp;Carlo Augusto Mallio","doi":"10.1016/j.rcro.2024.100155","DOIUrl":"10.1016/j.rcro.2024.100155","url":null,"abstract":"<div><h3>Purpose</h3><p>To investigate the reliability of ChatGPT in grading imaging requests using the Reason for exam Imaging Reporting and Data System (RI-RADS).</p></div><div><h3>Method</h3><p>In this single-center retrospective study, a total of 450 imaging referrals were included. Two human readers independently scored all requests according to RI-RADS. We created a customized RI-RADS GPT where the requests were copied and pasted as inputs, getting as an output the RI-RADS score along with the evaluation of its three subcategories. Pearson's chi-squared test was used to assess whether the distributions of data assigned by the radiologist and ChatGPT differed significantly. Inter-rater reliability for both the overall RI-RADS score and its three subcategories was assessed using Cohen's kappa (κ).</p></div><div><h3>Results</h3><p>RI-RADS D was the most prevalent grade assigned by humans (54% of cases), while ChatGPT more frequently assigned the RI-RADS C (33% of cases). In 2% of cases, ChatGPT assigned the wrong RI-RADS grade, based on the ratings given to the subcategories. The distributions of the RI-RADS grade and the subcategories differed statistically significantly between the radiologist and ChatGPT, apart from RI-RADS grades C and X. The reliability between the radiologist and ChatGPT in assigning RI-RADS score was very low (κ: 0.20), while the agreement between the two human readers was almost perfect (κ: 0.96).</p></div><div><h3>Conclusions</h3><p>ChatGPT may not be reliable for independently scoring the radiology exam requests according to RI-RADS and its subcategories. Furthermore, the low number of complete imaging referrals highlights the need for improved processes to ensure the quality of radiology requests.</p></div>","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"2 ","pages":"Article 100155"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773066224000068/pdfft?md5=a64e9eb96e6fe951627a494b801f534c&pid=1-s2.0-S2773066224000068-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142047968","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
In regard to Belani et al. 关于 Belani 等人
The Royal College of Radiologists Open Pub Date : 2024-01-01 DOI: 10.1016/j.rcro.2024.100153
Norman R. Williams
{"title":"In regard to Belani et al.","authors":"Norman R. Williams","doi":"10.1016/j.rcro.2024.100153","DOIUrl":"https://doi.org/10.1016/j.rcro.2024.100153","url":null,"abstract":"","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"2 ","pages":"Article 100153"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773066224000044/pdfft?md5=62b64f0e848310b144a2fe12fbae5e92&pid=1-s2.0-S2773066224000044-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141313602","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Determinants of aesthetic outcome after breast conserving surgery: A prospective cohort study 保乳手术后美学效果的决定因素:前瞻性队列研究
The Royal College of Radiologists Open Pub Date : 2024-01-01 DOI: 10.1016/j.rcro.2024.100156
Shraddha Kenekar , Tabassum Wadasadawala , Rima Pathak , Rajiv Sarin , Revathy Krishnamurthy , Vani Parmar , Nita Nair , Shalaka Joshi , Omkar Salvi , Akash Pawar , KP Namita Umesh , Sonal Chavan
{"title":"Determinants of aesthetic outcome after breast conserving surgery: A prospective cohort study","authors":"Shraddha Kenekar ,&nbsp;Tabassum Wadasadawala ,&nbsp;Rima Pathak ,&nbsp;Rajiv Sarin ,&nbsp;Revathy Krishnamurthy ,&nbsp;Vani Parmar ,&nbsp;Nita Nair ,&nbsp;Shalaka Joshi ,&nbsp;Omkar Salvi ,&nbsp;Akash Pawar ,&nbsp;KP Namita Umesh ,&nbsp;Sonal Chavan","doi":"10.1016/j.rcro.2024.100156","DOIUrl":"10.1016/j.rcro.2024.100156","url":null,"abstract":"","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"2 ","pages":"Article 100156"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142421942","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Response to: Letter to editor RE: “Evaluating intra and inter-observer bias in the cosmetic rating for random vs. serial assessment of breast photographs”, Belani et al. 回应:致编辑的信 RE:"评估随机与连续评估乳房照片的美容评级中观察者内部和观察者之间的偏差",Belani 等人。
The Royal College of Radiologists Open Pub Date : 2024-01-01 DOI: 10.1016/j.rcro.2024.100154
Preeti Belani, Tabassum Wadasadawala
{"title":"Response to: Letter to editor RE: “Evaluating intra and inter-observer bias in the cosmetic rating for random vs. serial assessment of breast photographs”, Belani et al.","authors":"Preeti Belani,&nbsp;Tabassum Wadasadawala","doi":"10.1016/j.rcro.2024.100154","DOIUrl":"10.1016/j.rcro.2024.100154","url":null,"abstract":"","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"2 ","pages":"Article 100154"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773066224000056/pdfft?md5=a9bd0743f1ddfd23af7b498f43829f88&pid=1-s2.0-S2773066224000056-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141990560","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Treatment of follicular lymphoma with a focus on radiotherapy 以放射治疗为重点的滤泡性淋巴瘤治疗方法
The Royal College of Radiologists Open Pub Date : 2024-01-01 DOI: 10.1016/j.rcro.2024.100151
Boon Fei Tan , Saw M. Thitsar , Siqin Zhou , Sze Huey Tan , Kheng-Wei Yeoh
{"title":"Treatment of follicular lymphoma with a focus on radiotherapy","authors":"Boon Fei Tan ,&nbsp;Saw M. Thitsar ,&nbsp;Siqin Zhou ,&nbsp;Sze Huey Tan ,&nbsp;Kheng-Wei Yeoh","doi":"10.1016/j.rcro.2024.100151","DOIUrl":"https://doi.org/10.1016/j.rcro.2024.100151","url":null,"abstract":"<div><h3>Purpose</h3><p>To describe the overall treatment patterns of follicular lymphoma (FL) in a single tertiary institution, with a focus on the outcomes of radiotherapy treatment in this group of patients.</p></div><div><h3>Methods and materials</h3><p>Retrospective analysis on 177 patients with FL registered from 1996 to 2011 and followed up to October 2017. Diagnosis was confirmed by histology and staging by clinical examination and imaging with positron emission tomography (PET) or computed tomography (CT) scan. Demographics, clinicopathological characteristics, treatment details and clinical outcomes were reviewed.</p></div><div><h3>Results</h3><p>Fifty-five patients (31%) had early stage and 122 (69%) had advanced stage FL. Median follow-up was 7 years and 7.5 years for early and advanced FL respectively. For advanced stage, median overall survival (OS) was 12.9 years, 5-year and 10-year OS were 77% and 63%, and 5-year and 10-yr PFS were 57% and 40% respectively. In multivariable model, moderate FLIPI, palliative RT and anti-CD20 targeted therapy were significantly associated with OS when comparing with those with high FLIPI score, no RT and no anti-CD20 targeted therapy respectively. For early stage, median OS has not reached, 5-year and 10-year OS were 79% and 74% and 5-year and 10-year progression free survival (PFS) were 64% and 52% respectively. Stage 2 non-contiguous disease had significantly poorer survival than stage 1 patients in multivariable (HR 8.19, 95%CI 1.86 – 35.98) analysis. Overall, 49 of 177 patients (27.7%) had any form of radiotherapy as part of their treatment for FL. There were no in-field alone relapses seen in all cases treated with RT. 10% in early FL had G3-4 acute toxicities with RT whilst there was no G3-4 late toxicities. In advanced FL, there were no G3-4 acute toxicities with consolidation RT and 1 G3 with salvage RT.</p></div><div><h3>Conclusion</h3><p>Various treatment modalities were used to treat FL. FL has effective response rates to RT both in early and advanced FL. Amongst early stage, Stage 2 non-contiguous disease tended to have poorer outcomes, indicating the need for more aggressive treatment strategies for this group of patients. Patients with advanced FL may benefit from RT. There were no in-field alone relapses seen in all cases treated with RT in the early or advanced stage. New prospective studies are warranted to shed light on improving the utility of RT for patients with FL. With advances in molecular medicine, imaging and treatment approaches, there is potential for better stratification of different groups for more localized versus more systemic treatments.</p></div>","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"2 ","pages":"Article 100151"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773066224000020/pdfft?md5=2687f93ef1c703e513540450e7f937fe&pid=1-s2.0-S2773066224000020-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141084184","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Colorectal cancer detection on routine abdomen/pelvis CT 通过常规腹部/骨盆 CT 检测结肠直肠癌
The Royal College of Radiologists Open Pub Date : 2024-01-01 DOI: 10.1016/j.rcro.2024.100157
Stephen Wahlig, Omar Hassan, Spencer Behr
{"title":"Colorectal cancer detection on routine abdomen/pelvis CT","authors":"Stephen Wahlig,&nbsp;Omar Hassan,&nbsp;Spencer Behr","doi":"10.1016/j.rcro.2024.100157","DOIUrl":"10.1016/j.rcro.2024.100157","url":null,"abstract":"<div><h3>Purpose</h3><div>To assess the performance of routine abdomen/pelvis CT in detecting colorectal cancer.</div></div><div><h3>Methods</h3><div>A retrospective dataset consisting of 204 routine abdomen/pelvis CTs was compiled based on review of our institution's pathology/imaging archives. 64 cases had pathologically confirmed colorectal cancer, while 140 cases had no colonic neoplasms on colonoscopy. Two radiologists blinded to the patient history and imaging indication reviewed the cases independently. They scored each case for any colonic abnormality which could represent colorectal cancer. The imaging abnormality location, morphology, presence of regional lymphadenopathy, and degree of diagnostic confidence were recorded.</div></div><div><h3>Results</h3><div>Reviewers demonstrated a sensitivity of 64–77% and specificity of 83–86% for detection of colorectal cancer. Detected tumors were significantly larger than missed cancers, with mean maximum diameter of 5.2–5.7 cm for detected cancer (n = 81) and 2.8–2.9 cm for missed cancer (n = 25) (reviewer 1 p &lt; 0.001; reviewer 2 p = 0.01). Positive predictive value (PPV) strongly correlated with diagnostic confidence, with 100% of pooled cases (39/39) reported as 5 (Almost Certainly Neoplastic) positive for cancer compared to 53% of cases (17/32) reported as 3 (Could be Benign or Neoplastic). The presence of regional lymphadenopathy was a strong predictive feature, with 94% of pooled cases with identified lymphadenopathy (48/51) positive for cancer compared to 51% (42/82) without lymphadenopathy (p &lt; 0.001).</div></div><div><h3>Conclusion</h3><div>While colorectal cancers larger than 3 cm were detected with relatively high specificity, abdomen/pelvis CT performed poorly with smaller tumors. Radiologist-reported diagnostic confidence was strongly associated with diagnostic accuracy. Regional lymphadenopathy is a highly specific finding, although insensitive.</div></div>","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"2 ","pages":"Article 100157"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142704607","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Dual energy CT for the diagnosis of gout: Evaluating the optimal Hounsfield unit setting for dual energy processing 诊断痛风的双能量 CT:评估双能量处理的最佳 Hounsfield 单位设置
The Royal College of Radiologists Open Pub Date : 2024-01-01 DOI: 10.1016/j.rcro.2024.100150
Christin A. Tiegs-Heiden , Francis I. Baffour , Garret M. Powell , Shuai Leng , Matthew P. Johnson , Katrina N. Glazebrook
{"title":"Dual energy CT for the diagnosis of gout: Evaluating the optimal Hounsfield unit setting for dual energy processing","authors":"Christin A. Tiegs-Heiden ,&nbsp;Francis I. Baffour ,&nbsp;Garret M. Powell ,&nbsp;Shuai Leng ,&nbsp;Matthew P. Johnson ,&nbsp;Katrina N. Glazebrook","doi":"10.1016/j.rcro.2024.100150","DOIUrl":"https://doi.org/10.1016/j.rcro.2024.100150","url":null,"abstract":"<div><h3>Rationale and objectives</h3><p>Dual-energy CT (DECT) plays an important role in the evaluation of gout based on its ability to identify monosodium urate (MSU) crystals. Post-processing of DECT includes selection of a minimum Hounsfield unit (HU) threshold, currently set at 150 HU. Adjustments to this setting will affect the amount of MSU that is identified, with lower thresholds identifying more true and false positive MSU. The purpose of this study is to assess the performance of several HU thresholds.</p></div><div><h3>Materials and methods</h3><p>134 DECTs were reprocessed with minimum HU thresholds set to 150, 140, 130, and 120 HU. Volume of MSU detected was compared across thresholds. Subsequently, readers reviewed 3D axial images from 109 cases at 150, 130, and 120 HU thresholds. For each case, the reader made a diagnosis of gout, rated their confidence, and reported the location of MSU deposits.</p></div><div><h3>Results</h3><p>Mean MSU volume detected was as follows: 0.160 at 150, 0.205 at 140, 0.276 at 130, and 0.444 at 120 HU. Based on reader diagnosis, there was no significant difference in sensitivity for the diagnosis of gout between the 150 (68.8%), 130 (71.8%), and 120 (69.7%) HU thresholds (p = 0.653). Specificity was higher at 150 HU (65.4%) than at 130 (58.4%) and 120 (52.2%), (p &lt; 0.001). Mean reader confidence was 90.1 for 150 HU, 79.9 for 130 HU, and 74.0 for 120 HU (p &lt; 0.001).</p></div><div><h3>Conclusion</h3><p>Between the 150, 130, and 120 HU thresholds, 150 HU performed best overall for making the diagnosis of gout on DECT. Further research is needed to determine if there is utility for utilizing lower threshold settings for certain clinical scenarios.</p></div>","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"2 ","pages":"Article 100150"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773066224000019/pdfft?md5=2f493f2503f595f0acca128d0a2f2677&pid=1-s2.0-S2773066224000019-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141095946","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Evaluating intra and inter-observer bias in the cosmetic rating for random vs. serial assessment of breast photographs 评估随机与连续评估乳房照片的美容评分中观察者内部和观察者之间的偏差
The Royal College of Radiologists Open Pub Date : 2024-01-01 DOI: 10.1016/j.rcro.2024.100152
Preeti Belani, Rima Pathak, Shraddha Kenekar, Gaurika Pokale, Pallavi Rane, Ashwini Chalke, Tabassum Wadasadawala
{"title":"Evaluating intra and inter-observer bias in the cosmetic rating for random vs. serial assessment of breast photographs","authors":"Preeti Belani,&nbsp;Rima Pathak,&nbsp;Shraddha Kenekar,&nbsp;Gaurika Pokale,&nbsp;Pallavi Rane,&nbsp;Ashwini Chalke,&nbsp;Tabassum Wadasadawala","doi":"10.1016/j.rcro.2024.100152","DOIUrl":"https://doi.org/10.1016/j.rcro.2024.100152","url":null,"abstract":"<div><h3>Background</h3><p>This study was done to assess inter and intra-rater bias in rating of cosmesis, when breast photographs were evaluated serially or randomly by a panel of six members having varying years of experience.</p></div><div><h3>Methods</h3><p>Cosmetic assessment was done subjectively for 175 images [of 50 unilateral breast cancer patients for whom at least 3 images were collected], that were arranged serially from baseline to follow up in chronological order termed ‘serial assessment setting’ [SAS]. For ‘random assessment setting’ [RAS], all images was randomly arranged for assessment. Objectively assessment was also done using BCCT.core. Kappa index was calculated for agreement between the RAS and SAS rating for the 3 panellists' groups and with BCCT.core.</p></div><div><h3>Results</h3><p>Good agreement [kappa 0.659] was found between the mean panel cosmetic scores for both SAS and RAS. Fair agreement was found when subjective RAS [k = 0.301] and SAS [k = 0.343] scores were compared with the BCCT.core, which was highest for the most experienced panellists with SAS k = 0.387 and RAS k = 0.436. Both SAS and RAS had good intra-rater reliability.</p></div><div><h3>Conclusions</h3><p>SAS improves the agreement with BCCT.core rating and may be used if validated in a larger cohort. The clinical experience of the panellist impacts cosmetic rating and must be considered before forming a panel.</p></div>","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"2 ","pages":"Article 100152"},"PeriodicalIF":0.0,"publicationDate":"2024-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773066224000032/pdfft?md5=d1da5959a83d565df9856888d64d24ad&pid=1-s2.0-S2773066224000032-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141097398","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Percutaneous biopsy of bowel lesions: Technique, efficacy and safety 肠道病变的经皮活检:技术、疗效和安全性
The Royal College of Radiologists Open Pub Date : 2023-12-22 DOI: 10.1016/j.rcro.2023.100149
Akshat Sinha , Ankit Bhargava , Rakesh Sinha
{"title":"Percutaneous biopsy of bowel lesions: Technique, efficacy and safety","authors":"Akshat Sinha ,&nbsp;Ankit Bhargava ,&nbsp;Rakesh Sinha","doi":"10.1016/j.rcro.2023.100149","DOIUrl":"https://doi.org/10.1016/j.rcro.2023.100149","url":null,"abstract":"<div><p>The purpose of this study is to present the indications, rationale and techniques used in minimally invasive percutaneous biopsy of the bowel. Both efficacy and rate of complications were evaluated. A series of 63 patients over a ten-year period were retrospectively reviewed. Techniques using fluoroscopy, ultrasound and CT guidance are described.</p><p>Percutaneous biopsy of the bowel is a safe and effective method for obtaining histological samples in selected patients who are not fit for endoscopy or for other technical reasons. Radiologists should be aware of its potential as a valid alternative.</p></div>","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"2 ","pages":"Article 100149"},"PeriodicalIF":0.0,"publicationDate":"2023-12-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2773066223001560/pdfft?md5=4edcdaf880d359ec02e60d02948e2b78&pid=1-s2.0-S2773066223001560-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139038543","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Developing a comprehensive education programme for doctors undertaking an oncology rotation at a specialist oncology centre 为在肿瘤专科中心进行肿瘤轮转的医生制定全面的教育计划
The Royal College of Radiologists Open Pub Date : 2023-12-01 DOI: 10.1016/j.rcro.2023.100030
India Reid, Swarna Arumugam, Anna Anosova
{"title":"Developing a comprehensive education programme for doctors undertaking an oncology rotation at a specialist oncology centre","authors":"India Reid,&nbsp;Swarna Arumugam,&nbsp;Anna Anosova","doi":"10.1016/j.rcro.2023.100030","DOIUrl":"https://doi.org/10.1016/j.rcro.2023.100030","url":null,"abstract":"","PeriodicalId":101248,"journal":{"name":"The Royal College of Radiologists Open","volume":"1 ","pages":"Article 100030"},"PeriodicalIF":0.0,"publicationDate":"2023-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S277306622300030X/pdfft?md5=2a53de408e67693b2b2c47f57fcdd750&pid=1-s2.0-S277306622300030X-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"138474169","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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