Your browser doesn't support javascript.
loading
Show: 20 | 50 | 100
Results 1 - 5 de 5
Filter
1.
Comput Biol Med ; 144: 105333, 2022 05.
Article in English | MEDLINE | ID: mdl-35279425

ABSTRACT

After publishing an in-depth study that analyzed the ability of computerized methods to assist or replace human experts in obtaining carotid intima-media thickness (CIMT) measurements leading to correct therapeutic decisions, here the same consortium joined to present technical outlooks on computerized CIMT measurement systems and provide considerations for the community regarding the development and comparison of these methods, including considerations to encourage the standardization of computerized CIMT measurements and results presentation. A multi-center database of 500 images was collected, upon which three manual segmentations and seven computerized methods were employed to measure the CIMT, including traditional methods based on dynamic programming, deformable models, the first order absolute moment, anisotropic Gaussian derivative filters and deep learning-based image processing approaches based on U-Net convolutional neural networks. An inter- and intra-analyst variability analysis was conducted and segmentation results were analyzed by dividing the database based on carotid morphology, image signal-to-noise ratio, and research center. The computerized methods obtained CIMT absolute bias results that were comparable with studies in literature and they generally were similar and often better than the observed inter- and intra-analyst variability. Several computerized methods showed promising segmentation results, including one deep learning method (CIMT absolute bias = 106 ± 89 µm vs. 160 ± 140 µm intra-analyst variability) and three other traditional image processing methods (CIMT absolute bias = 139 ± 119 µm, 143 ± 118 µm and 139 ± 136 µm). The entire database used has been made publicly available for the community to facilitate future studies and to encourage an open comparison and technical analysis (https://doi.org/10.17632/m7ndn58sv6.1).


Subject(s)
Carotid Arteries , Carotid Intima-Media Thickness , Carotid Arteries/diagnostic imaging , Carotid Artery, Common/diagnostic imaging , Humans , Ultrasonography/methods , Ultrasonography, Doppler
2.
Ultrasound Med Biol ; 47(8): 2442-2455, 2021 08.
Article in English | MEDLINE | ID: mdl-33941415

ABSTRACT

Common carotid intima-media thickness (CIMT) is a commonly used marker for atherosclerosis and is often computed in carotid ultrasound images. An analysis of different computerized techniques for CIMT measurement and their clinical impacts on the same patient data set is lacking. Here we compared and assessed five computerized CIMT algorithms against three expert analysts' manual measurements on a data set of 1088 patients from two centers. Inter- and intra-observer variability was assessed, and the computerized CIMT values were compared with those manually obtained. The CIMT measurements were used to assess the correlation with clinical parameters, cardiovascular event prediction through a generalized linear model and the Kaplan-Meier hazard ratio. CIMT measurements obtained with a skilled analyst's segmentation and the computerized segmentation were comparable in statistical analyses, suggesting they can be used interchangeably for CIMT quantification and clinical outcome investigation. To facilitate future studies, the entire data set used is made publicly available for the community at http://dx.doi.org/10.17632/fpv535fss7.1.


Subject(s)
Algorithms , Carotid Arteries/diagnostic imaging , Carotid Intima-Media Thickness , Aged , Computer Systems , Female , Humans , Male , Middle Aged , Ultrasonography
3.
Ther Umsch ; 68(11): 610-7, 2011 Nov.
Article in German | MEDLINE | ID: mdl-22045523

ABSTRACT

The introduction of monoclonal antibodies has been a milestone in the treatment of hematologic neoplasms. The CD20 antibody rituximab has been a trailblazer and represents meanwhile a fixed combination partner of different first- and second-line chemotherapies in CD20-positive B-cell-non-Hodgkin's lymphoma (NHL). Rituximab maintenance is established in follicular lymphoma. The drug is also used for the treatment of non-malignant hematologic diseases (i.e. immunthrombocytopenia). Rituximab was followed by the CD52 antibody alemtuzumab and recently by the CD20 antibody ofatumumab for the therapy of CLL and the radioimmunconjugate ibritumomab-tiuxetan indicated for the treatment of refractory or relapsed CD20-positive follicular lymphoma or as consolidation after induction chemotherapy. In the near future, approval of several new antibodies is expected. For the treatment of refractory or relapsed Hodgkin's lymphoma and relapsed systemic anaplastic large cell lymphoma, the CD30 antibody brentuximab vedotin has been shown to be a highly active new treatment option.


Subject(s)
Antibodies, Monoclonal/therapeutic use , Antineoplastic Agents/therapeutic use , Leukemia/drug therapy , Lymphoma/drug therapy , Purpura, Thrombocytopenic, Idiopathic/drug therapy , Alemtuzumab , Antibodies, Monoclonal/adverse effects , Antibodies, Monoclonal, Humanized/adverse effects , Antibodies, Monoclonal, Humanized/therapeutic use , Antibodies, Monoclonal, Murine-Derived/adverse effects , Antibodies, Monoclonal, Murine-Derived/therapeutic use , Antibodies, Neoplasm/adverse effects , Antibodies, Neoplasm/therapeutic use , Antineoplastic Agents/adverse effects , Antineoplastic Combined Chemotherapy Protocols/adverse effects , Antineoplastic Combined Chemotherapy Protocols/therapeutic use , Brentuximab Vedotin , Humans , Immunoconjugates/adverse effects , Immunoconjugates/therapeutic use , Rituximab
4.
Pancreas ; 36(2): 146-52, 2008 Mar.
Article in English | MEDLINE | ID: mdl-18376305

ABSTRACT

OBJECTIVES: Orthotopic tumor models are regarded as being suitable for preclinical research on pancreatic cancer. The anatomic localization of the tumor in the retroperitoneum, however, provides little possibility for monitoring tumor growth. METHODS: To assess time-related changes in orthotopic tumor volume, we applied transabdominal high-resolution compound imaging to the murine pancreas. A 15-MHz ultrasound probe was used to determine the feasibility of real-time transabdominal high-resolution ultrasonography to initiate tumor growth by inoculation of pancreatic tumor cells into the pancreas and monitor tumor growth, as well as use as a tool for assessing response to chemotherapy. RESULTS: High-resolution ultrasound allows for precise tumor inoculation in the pancreas. Sonographic-evaluated tumor weight was found to be closely related to actual tumor weight (R = 0.97) measured during necropsy. CONCLUSIONS: High-resolution real-time compound imaging substitutes killing of mice during longitudinal studies and can be used for minimizing animal consumption because each mouse can be followed in an experimental group rather than having to resort to euthanasia for tissue harvesting.


Subject(s)
Carcinoma, Pancreatic Ductal/diagnostic imaging , Pancreatic Neoplasms/diagnostic imaging , Ultrasonography, Interventional , Animals , Antimetabolites, Antineoplastic/pharmacology , Antimetabolites, Antineoplastic/therapeutic use , Carcinoma, Pancreatic Ductal/drug therapy , Carcinoma, Pancreatic Ductal/pathology , Cell Line, Tumor , Deoxycytidine/analogs & derivatives , Deoxycytidine/pharmacology , Deoxycytidine/therapeutic use , Disease Progression , Female , Mice , Mice, Inbred C57BL , Neoplasm Transplantation , Neoplasms, Experimental/diagnostic imaging , Pancreatic Neoplasms/pathology , Time Factors , Gemcitabine
5.
Br J Haematol ; 117(2): 351-8, 2002 May.
Article in English | MEDLINE | ID: mdl-11972517

ABSTRACT

A prospective study of 62 chemotherapy-induced neutropenic episodes in patients with acute leukaemia was conducted to determine the incidence and causes of abdominal infections, and to assess the diagnostic value of the combined use of ultrasonography (US) and microbiology. Each patient underwent US of liver, gallbladder and complete bowel before chemotherapy, on days 2-4 after the end of chemotherapy and in cases of fever, diarrhoea or abdominal pain. US was combined with a standardized clinical examination and a broad spectrum of microbiological investigations. From January to August 2001, 243 US examinations were performed. The overall incidence of abdominal infectious diseases was 17.7% (11 out of 62, 95% confidence interval (CI): 9-29%). Four patients (6.5%) developed neutropenic enterocolitis; two of them died, two survived. Bowel wall thickening (BWT) > 4 mm in these four patients ranged from 5.8 to 23.6 mm and was detected only in one patient with mucositis. In three other patients (4.8%) Clostridium difficile, and in one patient (1.6%) Campylobacter jejuni, caused enterocolitis without BWT. Cholecystitis was diagnosed in three patients (4.8%) and hepatic candidiasis was strongly suspected in one patient. Abdominal infections caused by gastroenteritis viruses, cytomegalovirus (CMV) or Cryptosporidium were not observed. We conclude that in neutropenic patients with acute leukaemia receiving chemotherapy: (i) BWT is not a feature of chemotherapy-induced mucositis and should therefore be considered as sign of infectious enterocolitis; (ii) viruses, classic bacterial enteric pathogens (Salmonella, Shigella, Yersinia, Campylobacter, Aeromonas, Vibrio subsp., enterohaemorrhagic Escherichia coli) and Cryptosporidium have a very low incidence; and (iii) abdominal infections may be underestimated when US is not used in every patient with abdominal pain.


Subject(s)
Abdominal Pain/etiology , Enterocolitis/complications , Leukemia/microbiology , Neutropenia/complications , Abdominal Pain/diagnostic imaging , Abdominal Pain/microbiology , Acute Disease , Adult , Aged , Cecum/diagnostic imaging , Enterocolitis/diagnostic imaging , Enterocolitis/epidemiology , Female , Gallbladder/diagnostic imaging , Humans , Incidence , Intestines/diagnostic imaging , Leukemia/diagnostic imaging , Male , Middle Aged , Neutropenia/diagnostic imaging , Neutropenia/epidemiology , Prospective Studies , Ultrasonography
SELECTION OF CITATIONS
SEARCH DETAIL