Search PubMed⌕ Search

SEARCH · Search PubMed

Results for “multimodality”

Search indexed PubMed citations on genomics, clinical trials, systematic reviews and public health. Explore titles, authors and supplied subject terms, then open the PubMed record.

Quote a phrase for an exact phrase match. Source license links do not imply unrestricted reuse.

At least 739 records · Page 41Linked to original sources

A comparative study of Powell's and Downhill Simplex algorithms for a fast multimodal surface matching in brain imaging.

Multimodal images registration can be very helpful for diagnostic applications. However, even if a lot of registration algorithms exist, only a few really work in clinical routines. We developed a method based on surface matching and compared two minimization algorithms: Powell's and Downhill Simplex. We studied the influence of some factors (chamfer map computation, number and order of parameters to determine, minimization criteria) on the final accuracy of the algorithm. Using this comparison, we improved some processing steps to allow a clinical use, and selected the simplex algorithm which presented the best results.

Algorithms↗

Multimodality cardiovascular image segmentation using a deformable contour model.

An automatic segmentation method has been developed for cardiovascular multimodality imaging. A "snake" model based on a curve shaping and an energy-minimizing process is used to detect blood-wall interfaces on Cine-CT, MRI and ultrasound images. Deformation of a reduced set of contour points was made according to a discretized global, regional and local minimum energy criterion. A continuous regional optimization process was also integrated into the deformation model, it takes into account a cubic spline interpolation and adaptive regularity constraints. The constraints provided rapid convergence toward a final contour position by successively stopping spline segments.

Algorithms↗

Surface matching of multimodality image volumes by a fuzzy elastic registration technique.

Multimodality image registration is useful in diagnostic imaging and treatment planning for radiation therapy. In this paper, we present a technique which registers the surfaces of two volumes acquired by different medical imaging modalities. We represent the image volumes in terms of their surface elements known as tiles. We identify the fuzzy variables, assign fuzzy membership functions to them and generate a fuzzy rule database. The fuzzy algorithm reduces the discrepancy between the two set of tiles until the surfaces are matched. In order to study the efficacy of our approach, we severely warp a simulated image and register it with its original. We register CT and MR volumes of humanoid phantom images. Finally, we present the results at the end of the article.

Algorithms↗

3D visualization library for multimodal medical images.

This study focuses on three-dimensional (3D) presentations of medical images such as magnetic resonance (MR) images and computed tomography (CT) images. Also multimodal presentations of medical images and signals, including different visualization techniques are considered. A C++ class library together with graphical user interfaces was developed for presenting the results. The implemented software operates in PC/Windows environment. It was tested with various medical images including raw MR and CT data and segmented images, and was applied in a hospital environment. The software operates relatively fast and the quality of resulting pictures is adequate for all tested medical applications. Further applications of 3D presentations in clinical medicine are considered.

Computer Graphics↗

Ossified intramuscular hemangioma: multimodality imaging findings.

Whereas calcification of hemangiomas is common, ossification is unusual. Multimodality imaging findings of a rare case of an ossified intramuscular hemangioma in the calf of a 24-year-old woman are presented. Radiographic, computed tomographic, magnetic resonance (MR), scintigraphic, and histologic features of this case are reported. The radiologic differential diagnosis of an ossified mass in soft tissue is also discussed.

Adult↗

Multimodal molecular encapsulation of nicardipine hydrochloride by beta-cyclodextrin, hydroxypropyl-beta-cyclodextrin and triacetyl-beta-cyclodextrin in solution. Structural studies by 1H NMR and ROESY experiments.

Proton nuclear magnetic resonance spectroscopy (1H NMR), which has become an important tool for in vitro study of cyclodextrin (CD) complexes, was used to study and structurally characterize the inclusion compounds formed in solution between nicardipine hydrochloride (NC) and beta-cyclodextrin (betaCD), hydroxypropyl-beta-cyclodextrin (HPbetaCD) and triacetyl-beta-cyclodextrin (TAbetaCD). The large variation of chemical shifts from protons located around the interior of the hydrophobic cavity (i.e. H-3, H-5 and H-6) coupled with minimal variation of shifts from protons located on the outer sphere of the betaCD (i.e. H-1, H-2 and H-4) provided clear evidence of inclusion complexation. In the presence of the different CDs, the aromatic protons of NC were the most affected, suggesting a strong involvement of the phenyl groups in the inclusion mechanism. The application of continuous variation method indicated the presence of complexes with a 1:1 host/guest stoichiometry for all the studied CDs. Two-dimensional rotating frame nuclear Overhauser effect spectroscopy (ROESY) experiments were carried out to further support the proposed inclusion mode. Inspection of the ROESY spectra allowed the establishment of spatial proximities between several aromatic hydrogens of the guest and the CD protons, indicating that the inclusion occurs by accommodation of the two aromatic groups of NC. All the experimental data were further rationalized to elaborate possible three-dimensional geometric models of inclusion complexes. From the aforementioned observations, we concluded there is no preference for inclusion of a particular aromatic ring. Instead, two types of 1:1 complexes with different inclusion structures may exist simultaneously in solution, being alternatively included through the wider side of the cavity, i.e. the so-called multimodal inclusion occurs in the interaction of NC with the different CDs.

2-Hydroxypropyl-beta-cyclodextrin↗

Preoperative multimodal therapy for locally advanced non-inflammatory breast cancer.

The present study is a comparison of two sequential groups of advanced locoregional (T3, T4) non-inflammatory breast cancers. The first group was of 164 cases treated between 1965 and 1975 who received radiotherapy followed by surgery (Group I). The second group was of 211 cases treated between 1976 and 1984, who received radiotherapy combined with multidrug chemotherapy followed by surgery (Group II). The 5 and 10 year disease-free survival in the two groups are 47.5% vs 60.6% (P less than 0.005) and at 10 years 35.9% vs 44.1% respectively (P less than 0.005). Tumour sterility in the resected breast was more than doubled in the chemotherapy group (18.9% vs 42.1%). The impact of the addition of chemotherapy on survival was seen only in the node-positive group, the 5-year disease-free survival in node-positive cases being 44.7% compared to 28.2% when chemotherapy was not used (P less than 0.007). Remote metastases at 5 years in node positive cases also showed a significantly lower rate in the CT + RT arm against the RT-only arm (36.4% vs 54.3%) (P less than 0.005). The results clearly demonstrate the advantage of a multimodality approach in the management of Stage III breast cancers.

Antineoplastic Combined Chemotherapy Protocols↗

Multimodal analgesia for postoperative pain control.

Pain is one of the main postoperative adverse outcomes. Single analgesics, either opioid or nonsteroidal antiinflammatory drugs (NSAIDs), are not able to provide effective pain relief without side effects such as nausea, vomiting, sedation, or bleeding. A majority of double or single-blind studies investigating the use of NSAIDs and opioid analgesics with or without local anesthetic infiltration showed that patients experience lower pain scores, need fewer analgesics, and have a prolonged time to requiring analgesics after surgery. This review focuses on multimodal analgesia, which is currently recommended for effective postoperative pain control.

Analgesia, Epidural↗

Systemic treatment for locally advanced breast cancer: what we still need to learn after a decade of multimodality clinical trials.

Multimodality therapy of locally advanced breast cancer with initial chemo-(hormono)-therapy followed by locoregional treatment has become increasingly popular during the past decade. A paucity of large randomised clinical trials leaves the following unanswered questions: does systemic treatment impact on long-term control of distant metastases? What is the best treatment sequence? The most effective drug combination? The optimum treatment duration? Future prospects in the treatment of locally advanced breast cancer include the use of haematopoietic growth factors to increase the dose-intensity of neoadjuvant chemotherapy, the investigation of autologous bone marrow transplantation with high dose chemotherapy on a larger scale, the development of new approaches designed at interrupting the "autocrine loop" of breast cancer local growth factors and the introduction of diphosphonates in the adjuvant systemic therapy.

Antineoplastic Agents↗

[Multimodal evoked potentials in partial epilepsy in children].

A multimodal evoked potential study was realised in three groups of children or adolescents 5 to 15 years old. The first group included 25 normal non-epileptic subjects; the second group was composed of 27 subjects with partial idiopathic epilepsy (PIE) (benign childhood epilepsy with centro-temporal spike; childhood epilepsy with occipital paroxysms); the third group was formed of 20 subjects with partial symptomatic epilepsy (PSE) without patent anatomical lesion or with anatomical lesion. Recording for each subject included: flash visual evoked potentials, pattern visual evoked potentials, brainstem auditory evoked potentials and somatosensory evoked potentials. Each curve obtained was studied for the response morphology, the measure of the different wave latencies, the inter-peak latencies (conduction time) and the amplitudes. A statistical treatment of the data was performed to evaluate the significance of variation of the different parameter values obtained for the various groups. Among the significantly modified parameters, we found: an increase of the amplitudes in the PIE and a decrease in the PSE, specially when an anatomical lesion exists; an asymmetrical amplitude of the somatosensory responses in the PIE with centro-temporal spike; an increase of the central somatosensory conduction time in the PSE with anatomical lesion.

Adolescent↗

The multimodality treatment of thymic carcinoma.

OBJECTIVES: Thymic carcinoma is a rare neoplasm more invasive and with a poorer prognosis than ordinary thymoma. Complete curative resection is sometimes not possible, but good response rates to chemotherapy are reported in literature. We report our experience with seven cases of thymic carcinoma, who took part to a multimodality treatment including neoadjuvant chemotherapy, surgery and post-operative radiotherapy in our center. METHODS: Since June 1989, seven previously untreated patients were enrolled. The primary chemotherapy consisted of three courses of cisplatin (P; 75 mg/m(2) i.v., day 1), epidoxorubicin (E; 100 mg/m(2) i.v., day 1) and etoposide (VP16; 120 mg/m(2) i.v., days 1, 3 and 5), every 3 weeks. Surgery was performed following complete hematological recovery. After surgery, all patients underwent radiation therapy to the tumor areas, operatively marked with clips, at doses of 45 (complete resection) or 60 Gy (incomplete resection). RESULTS: The pre-operative diagnosis of thymic carcinoma was performed in four cases by a mediastinotomy, and in the remaining cases, by an ultrasound-guided (n=2) or a computed tompography-guided (n=1) fine needle aspiration. All patients responded (one completely) to the chemotherapy regimen. Surgical resection was complete in four cases (histological examination negative in one case). Three patients are still alive and well (62-136 months from the diagnosis), two are alive with relapse at 16 and 85 months, one patient died at 86 months from another cause, and one patient died at 18 months from local relapse and lung metastases. CONCLUSIONS: A pre-operative shrinkage of the thymic carcinoma by means of neoadjuvant multi-drug chemotherapy may improve the resectability, and therefore, the survival rate. Our experience, although preliminary, is encouraging and merits additional study in a multicenter trial with a sufficient number of patients to draw definitive conclusions.

Adult↗

Intraoperative radiation therapy in the multimodality approach to upper aerodigestive tract cancer.

The cure rate of operable lung cancer and locally advanced head and neck cancer remains suboptimal, with a limited rate of local control despite improvements in the surgical removal of primary tumors and in methods for mediastinal lymph node dissection, in particular. The efficacy of adjuvant therapy, such as EBRT, has improved, and the immediate efficacy of new chemotherapeutic drugs is increasingly significant, although local recurrences remain frequent. Locoregional failure is not uncommon in upper aerodigestive tract cancers. Factors limiting radiocurability for locally advanced (stage III) lung cancer include mediastinal intolerance of irradiation (high risk of mediastinal fibrosis, which increases exponentially when levels of much more than 50 Gy are administered to the whole mediastinum) and the very high radiosensitivity of the healthy lung, which can develop fibrosis with relatively small or moderate doses starting at 18 to 20 Gy, and even more frequently when larger volumes are irradiated. Head and neck neoplasms are less difficult sites in which to administer doses of up to 70 Gy of external beam radiotherapy initially, but, like locoregionally recurrent lung cancers, they are not easily reirradiated with tumoricidal doses of EBRT. For these reasons, IORT seems to be a good option for increasing local control, because areas of [figure: see text] residual microscopic disease may be irradiated using IOERT approaches without affecting critical organs to the same extent. In addition, careful patient selection is paramount. Combined modality treatment regimens incorporating IORT may benefit patients with locally advanced disease. The ability of IORT to sterilize microscopic residual disease can enhance the "completeness" of resection and thus, theoretically, improve local control. Although distant disease dissemination remains by far the overriding issue, as newer effective agents emerge, local failure will continue to be a problem. Preliminary studies have demonstrated that IORT can be administered to patients who have locally advanced NSCLC and head and neck cancer, in the context of aggressive combined modality therapy, and is generally well tolerated. Long-term efficacy and benefit can only be determined in the setting of carefully designed clinical trials. (See the article by Thomas and Merrick elsewhere in this issue for further discussion of this topic.) Several relatively small, single-institution pilot studies exploring the utility and benefit of IORT for locally advanced upper aerodigestive tract cancers have been conducted. Clear conclusions have been difficult to determine because of the mixing of disease stages, varying degrees and completeness of surgical resection, varying radiation doses, different schemas, and other factors. Yet, given the major morbidity and mortality associated with locally recurrent lung cancer, methods of improving local control need to be pursued and refined. Encouraging preliminary data suggest that IOERT can be safely administered and may benefit local control. Based on several centers' expertise in the combined modality treatment of locally advanced lung cancer and familiarity with IORT, the UCSF Thoracic Oncology Program has proposed a multicenter phase 2 study incorporating IORT in a combined multimodality treatment schema for patients who have completely resected locally advanced stage IIIA and IIIB NSCLC (nonpleural effusion, non-N3) (Fig. 1). It is hoped that this study will commence in the upcoming year.

Combined Modality Therapy↗

Intraoperative radiotherapy in the multimodality approach to colorectal cancer.

The addition of intraoperative radiotherapy (IORT) to the multimodality approach for the treatment of locally advanced and locally recurrent colorectal cancer seems to result in improvements in local control and long-term survival. Local control and survival are most likely in patients in whom a gross total resection is accomplished. Peripheral nerve is the dose-limiting structure for patients treated with IORT. Further improvements in local control require the addition of dose modifiers during external beam radiotherapy or IORT. Distant relapse remains problematic, and effective systemic therapy is necessary to significantly improve long-term survival.

Colectomy↗

Dorfman-Berbaum-Metz method for statistical analysis of multireader, multimodality receiver operating characteristic data: validation with computer simulation.

RATIONALE AND OBJECTIVES: The authors examined the relationship between the critical P value (alpha) and the empirical type I error rate when using the Dorfman-Berbaum-Metz (DMB) method for analysis of variance in multireader, multimodality receiver operating characteristic (ROC) data. METHODS: The authors developed a linear mixed-effect model to generate continuous, normally distributed random decision variables containing multiple sources (components) of variation. A range of magnitudes for these variance components was used to stimulate experiments in which multiple readers (three or five) read imaged obtained with two modalities from the same set of cases with no re-reading. Three binormal population ROC curves, with areas of 0.962, 0.855, and 0.702, were included. Case-sample sizes ranged from 50 to 400, and either 50% or 10% of cases were actually positive. For each experiment, 2,000 data sets were analyzed by the computer program, and the proportion of 2,000 modality differences that was found to be statistically significant at an alpha level of .05 was tubulated. RESULTS: The test for modality difference performed well for the low and intermediate ROC curves, even with small case samples. For the high ROC curve, the small-sample results were conservative. No relationship between observed type I error rate and the magnitude of data correlation was evident. CONCLUSION: For typical ROC curves, the DBM method is robust in testing for modality effects in the null case, given a sufficient sample size. Instructions for obtaining a free copy of the software are given.

Analysis of Variance↗

Role of laparoscopy in the initial multimodality management of patients with near-obstructing rectal cancer.

The purpose of this study was to investigate the role of diagnostic laparoscopy in the multimodality management of locally advanced, near-obstructing rectal cancer. Fourteen patients with near-obstructing adenocarcinoma of the rectum (8 men and 6 women; mean age 49 years) underwent staging laparoscopy and formation of a sigmoid loop colostomy (n = 7), transverse colostomy (n = 4), or ileostomy (n = 3). The mean operative time was 78 minutes (range 67 to 94 minutes). All patients began a regular diet on postoperative day 1 and the median time to discharge was 4 days (range 2 to 8 days). Four patients were found to have diffuse peritoneal carcinomatosis not defined on preoperative CT scan. These patients died of disease within 6 months. Ten patients with advanced, localized pelvic disease began preoperative combined-modality treatment (5040 cGy external-beam radiation therapy in conjunction with 5-fluorouracil/leucovorin) between 8 and 13 days (median 9 days) following laparoscopy, and all underwent successful resection with clear margins in a median time of 12 weeks following laparoscopy. In the initial management of patients with near-obstructing advanced rectal cancer, laparoscopy can be both therapeutic and diagnostic by clarifying the site of the primary tumor, identifying patients with unsuspected peritoneal disease, and facilitating the formation of a defunctioning stoma with minimal morbidity. This leads to the early commencement of preoperative combined-modality treatment and does not compromise the prospects of subsequent tumor resection.

Adenocarcinoma↗

Giant multimodal heart motoneurons of Achatina fulica: a new cardioregulatory input in pulmonates.

The regulation of the heartbeat by the two largest neurons, d-VLN and d-RPLN, on the dorsal surface of visceral and right parietal ganglia of Giant African snail, Achatina fulica, was examined. Using the new method of animal preparation, for the first time, discrete biphasic inhibitory-excitatory junction potentials (I-EJPs) in the heart and several muscles of the visceral sac were recorded. The duration of hyperpolarizing phase (H-phase) of biphasic I-EJPs was 269+/-5.6 ms (n=5), which is 2-3 times less than that of the cholinergic inhibitory JPs (682+/-68.5 ms, n=5). The H-phase of I-EJPs was not altered by the application of atropine, picrotoxine, succinylcholinchloride, D-tubocurarine and tetraethylammonium or substitution of Cl(-) ions. Even the low-frequency neuronal discharges (1-2 imp/s) evoked significant facilitation and potentiation of the H-phase. Between the multimodal neurons d-VLN/d-RPLN and mantle or visceral organs there is evidence of direct synaptic connections. These neurons were found to have no axonal branches in the intestinal nerve as once suspected but reach the heart through several other nerves. New giant heart motoneurons do not interact with previously identified cardioregulatory neurons.

Animals↗

A viscous fluid model for multimodal non-rigid image registration using mutual information.

We propose a multimodal free-form registration algorithm based on maximization of mutual information. The warped image is modeled as a viscous fluid that deforms under the influence of forces derived from the gradient of the mutual information registration criterion. Parzen windowing is used to estimate the joint intensity probability of the images to be matched. The method is evaluated for non-rigid inter-subject registration of MR brain images. The accuracy of the method is verified using simulated multi-modal MR images with known ground truth deformation. The results show that the root mean square difference between the recovered and the ground truth deformation is smaller than 1 voxel. We illustrate the application of the method for atlas-based brain tissue segmentation in MR images in case of gross morphological differences between atlas and patient images.

Algorithms↗

Comparative evaluation of multiresolution optimization strategies for multimodality image registration by maximization of mutual information.

Maximization of mutual information of voxel intensities has been demonstrated to be a very powerful criterion for three-dimensional medical image registration, allowing robust and accurate fully automated affine registration of multimodal images in a variety of applications, without the need for segmentation or other preprocessing of the images. In this paper, we investigate the performance of various optimization methods and multiresolution strategies for maximization of mutual information, aiming at increasing registration speed when matching large high-resolution images. We show that mutual information is a continuous function of the affine registration parameters when appropriate interpolation is used and we derive analytic expressions of its derivatives that allow numerically exact evaluation of its gradient. Various multiresolution gradient- and non-gradient-based optimization strategies, such as Powell, simplex, steepest-descent, conjugate-gradient, quasi-Newton and Levenberg-Marquardt methods, are evaluated for registration of computed tomography (CT) and magnetic resonance images of the brain. Speed-ups of a factor of 3 on average compared to Powell's method at full resolution are achieved with similar precision and without a loss of robustness with the simplex, conjugate-gradient and Levenberg-Marquardt method using a two-level multiresolution scheme. Large data sets such as 256(2) x 128 MR and 512(2) x 48 CT images can be registered with subvoxel precision in <5 min CPU time on current workstations.

Algorithms↗