Citations

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Contour subregion error detection methodology using deep learning auto‐segmentation
Duan, Jingwei , Bernard, Mark E. , Castle, J. , Johnson, Jeremiah D. , Chen, Quan , Duan, Jingwei , Rong, Yi , Feng, Xue

Mayo Clinic

Medical Physics | October 4, 2023 | Volume: 50 | Issue: 11 | Pages: 6673-6683

10.1002/mp.16768 | PMID 37793103 Get It

AbstractBackgroundInaccurate manual organ delineation is one of the high‐risk failure modes in radiation treatment. Numerous automated contour quality assurance (QA) systems have been developed to assess contour acceptability; however, manual inspection of flagged cases is a time‐consuming and challenging process, and can lead to users overlooking the exact error location.PurposeOur aim is to develop and validate a contour QA system that can effectively detect and visualize subregional contour errors, both qualitatively and quantitatively.Methods/MaterialsA novel contour subregion error detection (CSED) system was developed using subregional surface distance discrepancies between manual and deep learning auto‐segmentation (DLAS) contours. A validation study was conducted using a head and neck public dataset containing 339 cases and evaluated according to knowledge‐based pass criteria derived from a clinical training dataset of 60 cases. A blind qualitative evaluation was conducted, comparing the results from the CSED system with manual labels. Subsequently, the CSED‐flagged cases were re‐examined by a radiation oncologist.ResultsThe CSED system could visualize the diverse types of subregional contour errors qualitatively and quantitatively. In the validation dataset, the CSED system resulted in true positive rates (TPR) of 0.814, 0.800, and 0.771; false positive rates (FPR) of 0.310, 0.267, and 0.298; and accuracies of 0.735, 0.759, and 0.730, for brainstem and left and right parotid contours, respectively. The CSED‐assisted manual review caught 13 brainstem, 19 left parotid, and 21 right parotid contour errors missed by conventional human review. The TPR/FPR/accuracy of the CSED‐assisted manual review improved to 0.836/0.253/0.784, 0.831/0.171/0.830, and 0.808/0.193/0.807 for each structure, respectively. Further, the time savings achieved through CSED‐assisted review improved by 75%, with the time for review taking 24.81 ± 12.84, 26.75 ± 10.41, and 28.71 ± 13.72 s for each structure, respectively.ConclusionsThe CSED system enables qualitative and quantitative detection, localization, and visualization of manual segmentation subregional errors utilizing DLAS contours as references. The use of this system has been shown to help reduce the risk of high‐risk failure modes resulting from inaccurate organ segmentation.
The devil’s in the details: Exploring historically low board pass rates in Blood Banking/Transfusion Medicine
Adkins, Brian D. , Usmani, Amena , Jacobs, Jeremy W. , Booth, Garrett S. , Jacobs, Jeremy W , Booth, Garrett , Adkins, Brian David , Stephens, Laura D.

Mayo Clinic

American Journal of Clinical Pathology | October 4, 2023 | Volume: 161 | Issue: 2 | Pages: 108-110

10.1093/ajcp/aqad127 | PMID 37793032 Get It

Breast-Density Semantic Segmentation with Probability Scaling for BI-RADS Assessment using DeepLabV3
Testagrose, Conrad , Gupta, Vikash , Erdal, Barbaros S. , White, Richard D. , Maxwell, Robert W. , Liu, Xudong , Kahanda, Indika , Elfayoumy, Sherif , Klostermeyer, William F. , Demirer, Mutlu , White, Richard D , Erdal, Barbaros S , Demirer, Mutlu , Gupta, Vikash

Mayo Clinic

Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics | October 4, 2023 | Volume: No volume available | Issue: No issue available | Pages: 1-6

10.1145/3584371.3612983 Get It

Evaluating Drug Effectiveness for Antihypertensives in Heart Failure Prognosis: Leveraging Composite Clinical Endpoints and Biomarkers from Electronic Health Records
Chowdhury, Shaika , Chen, Yongbin , Ma, Xiao , Dai, Qiying , Yu, Yue , Zong, Nansu , Ma, Xiao , Chowdhury, Shaika

Mayo Clinic

Proceedings of the 14th ACM International Conference on Bioinformatics, Computational Biology, and Health Informatics | October 4, 2023 | Volume: No volume available | Issue: No issue available | Pages: 1-6

10.1145/3584371.3612977 | PMID 41527552 Get It

Comorbidities in mild autonomous cortisol secretion and the effect of treatment: systematic review and meta-analysis
Pelsma, Iris C. M. , Faßnacht, Martin , Tsagarakis, Stylianos , Tabarin, Antoine , Sahdev, Anju , Newell‐Price, John , Marina, Ljiljana V. , Arlt, Wiebke , Dekkers, Olaf M, Tabarin, Antoine , Newell-Price, John , Bancos, Irina , Arlt, Wiebke , Marina, Ljiljana V , Fassnacht, Martin , Pelsma, Iris , Terzolo, Massimo , Lorenz, Kerstin , Bancos, Irina , Dekkers, Olaf M.

Mayo Clinic

European Journal of Endocrinology | October 4, 2023 | Volume: 189 | Issue: 4 | Pages: S88-S101

10.1093/ejendo/lvad134 | PMID 37801655 Get It

Abstract Objective To assess (1) comorbidities associated with and (2) treatment strategies for patients with adrenal incidentalomas and mild autonomous cortisol secretion (MACS; > 1.8 µg/dL (>50 nmol/L) cortisol level cut-off following the 1 mg dexamethasone suppression test). Design Systematic review and meta-analysis. Methods Seven databases were searched up to July 14, 2022. Eligible studies were (randomized) trials, cohort studies, and cross-sectional studies assessing comorbidities potentially attributable to cortisol excess or mortality in patients with adrenal incidentaloma with or without MACS or the effects of conservative or surgical management of MACS. Random-effects meta-analysis was performed to estimate pooled proportions (with 95% CIs). Results In 30 cross-sectional and 16 cohort studies (n = 17 156 patients in total), patients with MACS had a higher prevalence of diabetes (relative risk [RR] 1.44 [1.23-1.69]), hypertension (RR = 1.24 [1.16-1.32]), and dyslipidemia (RR = 1.23 [1.13-1.34]). All-cause mortality (adjusted for confounders) in patients with MACS, assessed in 4 studies (n = 5921), was increased (hazard ratio [HR] = 1.54 [1.27-1.81]). Nine observational studies (n = 856) and 2 randomized trials (n = 107) suggest an improvement in glucometabolic control (RR = 7.99 [2.95-21.90]), hypertension (RR = 8.75 [3.99-19.18]), and dyslipidemia (RR = 3.24 [1.19-8.82]) following adrenalectomy. Conclusions The present systematic review and meta-analysis highlight the relevance of MACS, since both cardiometabolic morbidities and mortality appeared to have increased in patients with MACS compared to patients with non-functioning incidentalomas. However, due to heterogeneous definitions, various outcomes, selective reporting, and missing data, the reported pooled estimates need to be interpreted with caution. The small number of patients in randomized trials prevents any strong conclusion on the causality between MACS and these comorbidities.
Left bundle branch area pacing too far away from the tricuspid annulus may cause pacing induced cardiomyopathy
Meyers, Michael C. , Liu, Xiaoke , Meyers, Michael, Meyers, Michael

Mayo Clinic

Pacing and Clinical Electrophysiology | October 4, 2023 | Volume: 46 | Issue: 11 | Pages: 1333-1336

10.1111/pace.14837 | PMID 37793054 Get It

Abstract Background Physiologic pacing through left bundle branch area pacing (LBBAP) has recently been shown to be a very promising alternative for cardiac resynchronization therapy (CRT) and to avoid pacing induced cardiomyopathy. However, it is not clear whether the position of LABBP lead may affect the clinical outcomes. Case Report We here report a case of likely LBBAP induced worsening heart failure and cardiomyopathy reversed by re‐positioning of the pacing lead towards a more annular position. A 70‐year‐old male with a previous history of non‐ischemic dilated cardiomyopathy (ejection fraction 40%) who developed intermittent complete heart block and required permanent ventricular pacing. LBBAP was performed with the lead positioned to a position relatively far away from the tricuspid annulus (3.7 cm), due to difficulty in fixating the lead deep into the septum at a more annular position. One month post procedure, the patient's heart failure symptoms worsened, and his EF decreased to 31% despite good heart failure management. He underwent CRT upgrade with successful revision of the originally implanted LBBAP lead to a more annular position, using a deflectable delivery sheath. This resulted in further narrowing of the paced QRS duration from 135 to 106 ms. Two months post procedure, his heart failure symptoms improved by one functional class, and EF improved to 41% by echocardiogram. Conclusions LBBAP may be harmful when the lead is placed too far away from the annulus and may cause paced induced cardiomyopathy.
Response to Mukhdomi and colleagues
Schwenk, Eric S. , Porter, Steven B , Schwenk, Eric S , Porter, Steven B.

Mayo Clinic

Regional Anesthesia & Pain Medicine | October 4, 2023 | Volume: 49 | Issue: 9 | Pages: 696.2-697

10.1136/rapm-2023-104865 | PMID 37793913 Get It

Increasing Incidence and Decreasing Mortality of Melanoma in Elderly Adults: An Epidemiologic Study in Olmsted County, Minnesota
Proffer, Sydney L. , Reinhart, Jacob P. , Campbell, Elliott H. , Gibson, Lawrence E. , Brewer, Jerry D., Demer, Addison M. , Crum, Olivia M. , Reinhart, Jacob

Mayo Clinic

Dermatologic Surgery | October 4, 2023 | Volume: 50 | Issue: 2 | Pages: 125-130

10.1097/dss.0000000000003972 | PMID 37792642 Get It

BACKGROUND AND OBJECTIVE Primary cutaneous melanoma incidence is increasing in elderly individuals. This population-based cohort examines incidence and mortality rates among adults aged 61 years and older with cutaneous melanoma. MATERIALS AND METHODS Using the Rochester Epidemiology Project, patients aged 61 years of age or older with a first lifetime diagnosis of cutaneous melanoma between January 1, 1970 and December 31, 2020 were identified. RESULTS The age- and sex-adjusted incidence rate increased from 16.4 (95% CI, 8.2–24.6) per 100,000 person-years in 1970 to 1979 to 201.5 (95% CI, 185.1–217.8) per 100,000 person-years in 2011 to 2020 (12.3-fold increase). There was a 16.0x increase in males and an 8.5× increase in females. Melanoma incidence has stabilized in males (1.2-fold increase, p = .11) and continues to significantly increase in females (2.7-fold increase, p < .001). Older age at diagnosis was significantly associated with an increased risk of death (HR 1.23 per 5-year increase in age at diagnosis, 95% CI, 1.02–1.47). CONCLUSION Melanoma incidence continues to increase since 1970. The incidence has risen in elderly females, but has stabilized in males. Mortality has decreased throughout this period.
Allogeneic hematopoietic cell transplantation for blastic plasmacytoid dendritic cell neoplasm: a CIBMTR analysis
Murthy, Hemant S. , Zhang, Mei‐Jie , Chen, Karen , Ahmed, Sairah , Ganguly, Siddhartha , Kansagra, Ankit , Michelis, Fotios V. , Nishihori, Taiga , Patnaik, Mrinal M. , Aljurf, Mahmoud , Arai, Yasuyuki , Badar, Talha , Ballen, Karen K. , Bejanyan, Nelli , Brown, Valerie I. , Martino, Rodrigo , Cahn, Jean‐Yves , Castillo, Paul , Černý, Jan , Copelan, Edward A. , Daly, Andrew , Freytes, César O. , Hashmi, Shahrukh K. , Hildebrandt, Gerhard , Jamy, Omer , Joseph, Jacinth , Kanakry, Christopher G. , Khera, Nandita , Krem, Maxwell M. , Kuwatsuka, Yachiyo , Lekakis, Lazaros J. , Liu, Hongtao , Modi, Dipenkumar , Munshi, Pashna N. , Palmisiano, Neil , Rizzieri, David A. , Seo, Sachiko , Sharma, Akshay , Sohl, Melhm, Solomon, Scott R. , Ulrickson, Matthew L. , Üstün, Celalettin , Poel, Marjolein van der , Verdonck, Leo F. , Wagner, John L. , Wang, Trent , Wirk, Baldeep , Zeidan, Amer M. , Litzow, Mark R. , Weisdorf, Daniel J. , Saber, Wael , Kharfan‐Dabaja, Mohamed A. , Kansagra, Ankit , Michelis, Fotios V , Nishihori, Taiga , Patnaik, Mrinal , Arai, Yasuyuki , Badar, Talha , Bejanyan, Nelli , Bhatt, Vijaya Raj , Chhabra, Saurabh , Dholaria, Bhagirathbhai R , Diaz Perez, Miguel Angel , Freytes, Cesar O , Hashmi, Shahrukh K , Jamy, Omer , Krem, Maxwell M , Lazarus, Hillard M , Liu, Hongtao , Modi, Dipenkumar , Mussetti, Alberto , Patel, Sagar , Shah, Mithun V , Sharma, Akshay , Ustun, Celalettin , Wagner, John , Litzow, Mark R. , Hourigan, Christopher S , Weisdorf, Dan , Kharfan-Dabaja, Mohamed A , Murthy, Hemant S , Martino, Rodrigo , Ahmed, Sairah , Zeidan, Amer M , Deotare, Uday , Abid, Muhammad Bilal , Bacher, Ulrike , Badawy, Sherif M. , Battiwalla, Minoo , Beitinjaneh, Amer , Bhatt, Vijaya Raj , Chhabra, Saurabh , Dholaria, Bhagirathbhai , Díaz, Miguel Ángel , Grunwald, Michael R. , Lazarus, Hillard M. , Mussetti, Alberto , Patel, Sagar S. , Shah, Meera , Kebriaei, Partow , Hourigan, Christopher S.

Mayo Clinic

Blood Advances | October 4, 2023 | Volume: 7 | Issue: 22 | Pages: 7007-7016

10.1182/bloodadvances.2023011308 | PMID 37792849 Get It

Abstract Blastic plasmacytoid dendritic cell neoplasm (BPDCN) is a rare hematological malignancy with a poor prognosis and considered incurable with conventional chemotherapy. Small observational studies reported allogeneic hematopoietic cell transplantation (allo-HCT) offers durable remissions in patients with BPDCN. We report an analysis of patients with BPDCN who received an allo-HCT, using data reported to the Center for International Blood and Marrow Transplant Research (CIBMTR). We identified 164 patients with BPDCN from 78 centers who underwent allo-HCT between 2007 and 2018. The 5-year overall survival (OS), disease-free survival (DFS), relapse, and nonrelapse mortality (NRM) rates were 51.2% (95% confidence interval [CI], 42.5-59.8), 44.4% (95% CI, 36.2-52.8), 32.2% (95% CI, 24.7-40.3), and 23.3% (95% CI, 16.9-30.4), respectively. Disease relapse was the most common cause of death. On multivariate analyses, age of ≥60 years was predictive for inferior OS (hazard ratio [HR], 2.16; 95% CI, 1.35-3.46; P = .001), and higher NRM (HR, 2.19; 95% CI, 1.13-4.22; P = .02). Remission status at time of allo-HCT (CR2/primary induction failure/relapse vs CR1) was predictive of inferior OS (HR, 1.87; 95% CI, 1.14-3.06; P = .01) and DFS (HR, 1.75; 95% CI, 1.11-2.76; P = .02). Use of myeloablative conditioning with total body irradiation (MAC-TBI) was predictive of improved DFS and reduced relapse risk. Allo-HCT is effective in providing durable remissions and long-term survival in BPDCN. Younger age and allo-HCT in CR1 predicted for improved survival, whereas MAC-TBI predicted for less relapse and improved DFS. Novel strategies incorporating allo-HCT are needed to further improve outcomes.