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Treatment outcome of 600 chemically dependent patients treated in a multimodal inpatient program including aversion therapy and pentothal interviews.

A sample of 600 patients treated in a multimodal treatment program using aversion therapy and narcotherapy at three Schick freestanding addiction treatment hospitals and one Schick unit in a general hospital were followed-up. Contact was made a minimum of 12 months and as many as 20 months after completion of treatment (mean 14.7 mos.). Telephone contact was made by an independent research organization with 427 of the patients (71.2%). Of these, 65.1% were totally abstinent for 1 year after treatment and 60.2% were abstinent until follow-up a mean of 14.7 months later. Fifty-two percent of the alcoholics were using or dependent on other drugs at admission. Seventy-five of these treated for cocaine dependence and 47 treated for marijuana dependence. The cocaine 12 month and "total" abstinence (mean 14.7 mos.) rates for the 49 contacted patients were 83.7% and 81.6%, respectively. The marijuana 12 month and "total" abstinence (mean 14.7 mos.) rates for the 30 contacted patients was 70.0% for both groups. Abstinence rates for alcohol and/or other drugs were also calculated including noncontacted patients who had chart documented evidence of relapse. The most powerful predictor of success was whether or not all urges to drink or use had been eliminated (presumably by aversion therapy). Of additional importance was the use of support groups and reinforcement treatments after completion of the initial hospitalization. The two most prominent factors initiating a relapse were "intrapersonal determinants" such as stress from work or marriage/family relationships and "interpersonal determinants" such as being around others who were drinking/using or being at a celebration or special event. The two factors were of equal importance in the alcoholics. However, interpersonal determinants were far more important in the cocaine and marijuana treated patients. Increased utilization of reinforcement treatments was associated with decreased urges to drink/use and increased abstinence rates. In contrast, increased frequency of support group utilization was associated with increased urges to drink/use and lower abstinence rates. This suggests the need to take seriously patient reports of "urges" in the first year after treatment and to carefully assess the cause and initiate or update an individualized plan of treatment. Such treatment may include increased reinforcement treatments, treatment of depression, and additional assistance in coping with intrapersonal and interpersonal determinants of relapse.

Adult↗

Prognostic significance of multimodality evoked response testing in high-risk newborns.

Exposure to hypoxic-ischemic events in fetal or neonatal life may lead to permanent brain damage and subsequent neurodevelopmental deficits. Clinical and diagnostic tools have been somewhat helpful in identifying an at-risk group, particularly those patients sustaining significant neurologic sequelae. In this prospective study, the prognostic significance of multimodality evoked responses in high-risk newborns was examined. A group of 44 high-risk newborns, as well as 14 healthy newborns, were tested during the newborn period with auditory brainstem responses and somatosensory evoked responses; these tests were repeated at 2 and 6 months corrected age. A neonatal neurologic examination, the Einstein Neonatal Neurobehavioral Assessment Scale, was also conducted. At 1 year corrected age, both groups were assessed in a blind fashion by a pediatric neurologist and a psychologist to determine neurodevelopmental outcome. Results indicated that somatosensory evoked response abnormalities in particular predict an abnormal neurologic status at 1 year of age. Abnormalities that persisted or worsened correlated with severe neurologic impairment, whereas an abnormal somatosensory evoked response that improved or normalized in infancy was associated with mild to moderate neurologic sequelae. Increased brainstem conduction in the auditory brainstem responses was also associated with neurologic sequelae. Normal findings from auditory brainstem responses and somatosensory evoked responses predicted normal developmental scores in all areas, as well as a normal neurologic outcome at 1 year with negative predictive powers ranging from 85-100%. Evoked response testing appears to be an important adjunct to the neurologic investigation of high-risk newborns.

Asphyxia Neonatorum↗

From multimodality digital imaging to multimedia patient record.

The constant improvement in computer power and performance nowadays offers convenient and efficient means of manipulating images, graphics, and movies on off-the-shelf workstations. With this improvement the trend toward integration of multimodality clinical documents from patient records comes naturally. Images and graphs are certainly the most important part of the complementary information that must accompany the text and numerical data. It is, however, possible to include sounds and voice messages together with all the other modalities. In medicine that could certainly help conveying hart murmur or sounds, but could also offer a convenient way of including vocal messages and comments. These new possibilities will certainly change the way physicians use workstations for direct communication. The computer industry will soon offer means of interactive communication between remote users through computer workstations. That alone will open a completely new era in cooperative computing and remote consultation scenarios in medicine. More than the technology itself, a complete change in behavior and work habits can be expected in the medical community.

Computer Communication Networks↗

Multimodal evoked potentials in HIV infected patients.

We studied 126 HIV seropositive patients (106 men, 20 women; mean age: 32 years): 45 had neurological signs, 81 had none. Multimodal evoked potential (MEP) assessment included: visual EPs by flash and reversal checkerboard; brain-stem auditory EPs; somatosensory EPs by stimulation of the median nerve. Evaluation also included: electroencephalography, electromyography with measurement of conduction velocities, neuroimaging (CT scan and MRI). We found abnormal MEPs for all modalities. The prevalence of abnormal results was high in neurologically symptomatic patients; in non-neurological subjects, the changes were more dramatic as HIV infection progressed. Whatever the stage of the disease, the modalities were equally affected. MEPs were abnormal in 54.7% of patients: in 41.8% of those without neurological signs vs. 85.7% of those with these signs. Comparison of MEPs and other electrophysiological procedures and neuroimaging techniques showed the high sensitivity of MEPs at all stages of the disease. EMG was sensitive and complementary to MEPs. EEG and neuroimaging showed abnormalities principally at the neurological symptomatic stage. Our results agree with those found in the literature. Abnormal MEPs may: (1) indicate latent neurological involvement of the visual, auditory and somatosensory pathways, (2) help diagnose an encephalitis suspected on neuropsychological, non-quantifiable testing.

Adolescent↗

Multimodality computerized diagnosis of breast lesions using mammography and sonography.

RATIONALE AND OBJECTIVES: The purpose of this study is to investigate the use of computer-extracted features of lesions imaged by means of two modalities, mammography and breast ultrasound, in the computerized classification of breast lesions. MATERIAL AND METHODS: We performed computerized analysis on a database of 97 patients with a total of 100 lesions (40 malignant, 40 benign solid, and 20 cystic lesions). Mammograms and ultrasound images were available for these breast lesions. There was an average of three mammographic images and two ultrasound images per lesion. Based on seed points indicated by a radiologist, the computer automatically segmented lesions from the parenchymal background and automatically extracted a set of characteristic features for each lesion. For each feature, its value averaged over all images pertaining to a given lesion was input to a Bayesian neural network for classification. We also investigated different approaches to combine image-based features into this by-lesion analysis. In that analysis, mean, maximum, and minimum feature values were considered for all images representing a lesion. We considered performance by using a leave-one-lesion-out approach, based on image features from mammography alone (two to five features), ultrasound alone (three to four features), and a combination of features from both modalities (three to five features total). RESULTS: For the classification task of distinguishing cancer from other abnormalities in a lesion-based analysis by using a single modality, areas under the receiver operating characteristic curves (A(z) values) increased significantly when the computer selected the manner (mean, minimum, or maximum) in which image-based features were combined into lesion-based features. The highest performance was found for lesion-based analysis and automated feature selection from mean, maximum, and minimum values of features from both modalities (resulting in a total of four features being used). That A(z) value for the task of distinguishing cancer was 0.92, showing a statistically significant increase over that achieved with features from either mammography or ultrasound alone. CONCLUSION: Computerized classification of cancer significantly improved when lesion features from both modalities were combined. Classification performance depended on specific methods for combining features from multiple images per lesion. These results are encouraging and warrant further exploration of computerized methods for multimodality imaging.

Breast Neoplasms↗

Multimodal risk assessment for oral potentially malignant disorders: Integrating patient-centered and specimen-derived data.

BACKGROUND: Oral potentially malignant disorders exhibit heterogeneous malignant transformation risk that clinical approaches fail to adequately predict. Histopathologic dysplasia grading, the reference standard of risk assessment, is associated with poor interobserver reliability and limited prognostic discrimination. It is necessary to define other potential patient- and tissue-associated risk modifiers to improve patient-specific disease prediction. TYPES OF STUDIES REVIEWED: PubMed was queried for patient- and specimen-derived factors as they relate to oral cancer and oral potentially malignant disorders, with preference for systematic review and meta-analysis articles published within the past 5 years. When not available, guidelines from the American Cancer Society, National Cancer Institute, or other national organizations or the most recent best articles were referenced to support the data presented. RESULTS: Within patient-associated factors, validated measures of tobacco and alcohol exposure, clinical lesion characteristics, systemic health factors including metabolic syndrome components, comorbidity risk, and dental health indexes were found. Within specimen-derived data, tissue-based analyses encompassing histopathology and advanced molecular profiling (genomic, epigenomic, transcriptomic, spatial approaches), blood-based germline and somatic mutation analysis, and saliva-based microbiome characterization and inflammatory biomarker assessment were addressed. PRACTICAL IMPLICATIONS: Malignant transformation reflects intersecting patient and specimen risk pathways that affect each patient differently; no single modality captures this complexity. Realizing precision prognostication in oral precancer will require coordinated expansion and standardization of data collection across research groups. This review is intended to guide covariate selection for prospective study design, improve reproducibility, and ultimately enable the development of validated multimodal risk prediction tools for clinical deployment.

Humans↗

The multimodal world of medical monitoring displays.

A vision of the future of intraoperative monitoring for anesthesia is presented-a multimodal world based on advanced sensing capabilities. I explore progress towards this vision, outlining the general nature of the anesthetist's monitoring task and the dangers of attentional capture. Research in attention indicates different kinds of attentional control, such as endogenous and exogenous orienting, which are critical to how awareness of patient state is maintained, but which may work differently across different modalities. Four kinds of medical monitoring displays are surveyed: (1) integrated visual displays, (2) head-mounted displays, (3) advanced auditory displays and (4) auditory alarms. Achievements and challenges in each area are outlined. In future research, we should focus more clearly on identifying anesthetists' information needs and we should develop models of attention in different modalities and across different modalities that are more capable of guiding design.

Anesthesia, General↗

Assuring a painless total hip arthroplasty: a multimodal approach emphasizing peripheral nerve blocks.

A highly effective comprehensive multimodal pain protocol has evolved at our institution for both primary and revision hip and knee arthroplasty. At the center of this protocol are peripheral nerve blocks to deliver postoperative pain relief. Total hip arthroplasty patients receive a lumbar plexus block with an indwelling catheter. Total knee arthroplasty patients receive a femoral nerve block with an indwelling catheter and also get a single-shot sciatic nerve block. Before surgery, patients are given a long-acting oral narcotic medication and a nonsteroidal anti-inflammatory. After surgery, oral medications are given on a set schedule and include acetaminophen, a nonsteroidal anti-inflammatory, and a long-acting oral narcotic. Outstanding pain control is achieved without parenteral narcotics and allows early physical therapy, early return to self-care, and improved patient satisfaction.

Analgesics↗

Outpatient arthroscopic knee surgery under multimodal analgesic regimens.

PURPOSE: To investigate whether diclofenac could be used in preemptive and multimodal fashion with local anesthesia (LA) during arthroscopic knee surgery. METHODS: A cohort of 628 patients (age range, 14 to 60 years) underwent outpatient arthroscopic knee surgery under LA with 15 mL of 2% lidocaine with epinephrine. Diclofenac 1 mg/kg was administered immediately before the procedure was performed. Pain was intraoperatively assessed with a 10-cm visual analogue scale (VAS). Patients' and surgeons' satisfaction with the quality of anesthesia was estimated by a special questionnaire and VAS score. RESULTS: From the technical point of view, arthroscopic procedures were successfully completed in 98.2% of patients. Pain experienced during injection of lidocaine (VAS score: median, 2.9; mean, 3.4; standard deviation [SD], 3.2; range, 0 to 10) was more severe (P = .0001) than pain experienced during the surgical procedure itself (VAS score: median, 1.8; mean, 2.4; SD, 2.2; range, 0 to 5.2). Arthroscopy was well tolerated by most patients (98.5%), and only 1.4% of procedures had to be terminated prematurely because of patient discomfort. Almost 95.7% of patients reported that they would undergo the same procedure again under the same type of anesthesia. In 4.7% of patients, LA was not considered optimal by the performing surgeon. CONCLUSIONS: Arthroscopic knee surgery with diclofenac and LA with no premedication is an efficient and well-tolerated method used in outpatient practice with no major adverse effects. LEVEL OF EVIDENCE: Level IV, therapeutic case series.

Adolescent↗

Multimodal magnetic resonance imaging of the central nervous system.

The physiological and biochemical properties of the diseased brain that can be explored with magnetic resonance imaging (MRI) are increasing. Progress in MR-based technology affords a large panel of MRI sequences that explore different phenomena and, thus, provide complementary informations. The diagnostic accuracy of MRI is improved by the combination of all MR modalities. However, this abundance of data requires an efficient multiparametric analysis to fully achieve the goal of the multimodal strategy. We will discuss the potential impact of this advanced MRI analysis in the clinical management and the therapeutical strategies of the most common brain pathologies (intracranial tumors, multiple sclerosis, stroke, epilepsy and dementia). This non-invasive approach is of utmost importance since it already improves the diagnosis and the therapeutic choice in the management of several central nervous system diseases.

Central Nervous System Diseases↗

Multimodal genetic diagnosis of solid variant alveolar rhabdomyosarcoma.

The most common types of rhabdomyosarcoma (RMS) are alveolar RMS (ARMS), which are characterized by the specific translocation t(2;13)(q35;q14) or its rarer variant, t(1;13)(p36;q14), producing the fusion genes PAX3-FKHR and PAX7-FKHR, respectively, and embryonal RMS (ERMS), which is characterized by multiple numeric chromosome changes. A solid variant of ARMS that is morphologically indistinguishable from ERMS has been described recently. We present two cases with an initial histopathologic diagnosis of ERMS in which the combined findings by cytogenetic, reverse-transcriptase polymerase chain reaction (RT-PCR), and comparative genomic hybridization (CGH) analyses demonstrate that both tumors were in fact the solid variant of ARMS. The cytogenetic analysis of patient 1 revealed a t(2;13)(q35;q14) and the RT-PCR study detected the corresponding PAX3-FKHR chimeric transcript. In patient 2, the cytogenetic finding of multiple trisomies was compatible with the initial histopathologic diagnosis of ERMS, but the finding of a PAX7-FKHR fusion transcript by RT-PCR pointed to the diagnosis of ARMS. Interestingly, the CGH findings of this case reconciled the molecular and cytogenetic data by detecting, in addition to the trisomies, amplification of chromosomal bands 1p36 and 13q14, where the PAX7 and FKHR genes are located, respectively. Our data indicate that this multimodal genetic analysis could be important for the differential diagnosis of these tumors. Furthermore, our findings and previous studies indicate that there are no apparent genetic differences between solid variant and typical ARMS.

Base Sequence↗

A hierarchical parametric algorithm for deformable multimodal image registration.

Image fusion is of utmost importance for many applications in image analysis. Particularly in medical imaging, images of different modalities are necessary because they provide complementary information that must be merged for an optimal use. The fusion of these images, which can be achieved through a registration process, makes it possible to superimpose all available information on the same frame. In many cases, a rigid transformation is sufficient to align correctly the images. However, there are cases where a non-rigid transformation is needed: geometrical distortions present in one image, non-rigid motion, etc. The purpose of this paper is to propose a generic method to account for these deformations in case of multimodal images. We have applied the algorithm in the particular context of 3D medical images and present results on simulated and real data.

Algorithms↗

Multimodality approach in management of malignant pleural mesothelioma.

Malignant pleural mesothelioma (MPM) is a solid, locally aggressive tumor, which has been closely linked to asbestos exposure. The survival rate without treatment ranges from 4 to 12 months. Response to chemotherapy and radiation is poor, and surgery is the most effective therapy. There are currently 3000 new MPM cases per year in the United States, with the peak incidence in the United States and Europe expected to occur in the year 2020. The prognosis depends on the stage of the tumor at the time of diagnosis, its histological type, lymph node status, and resection margins. While the diagnosis is often delayed, earlier intervention may improve life expectancy. Single-modality therapy has not been effective in changing the natural history of MPM. As a result, multimodality regimens involving surgery with radiation, chemotherapy, or immunotherapy have been initiated. Multiple modality approach has demonstrated favorable outcome, particularly in patients with epithelial histology, negative resection margins and presence of no metastases to extrapleural lymph nodes. Cisplatin and mitomycin have demonstrated modest efficacy in management of distant tumor recurrence. Cisplatin and gemcitabine regimen as well as cisplatin/pemetrexed followed by 54 Gy of adjuvant hemithorax radiation have been reported to improve the outcome.

Antimetabolites, Antineoplastic↗

Multimodal approach to endovascular treatment of visceral artery aneurysms and pseudoaneurysms.

PURPOSE: To assess the feasibility and the effectiveness of endovascular treatment of visceral arteries aneurysms (VAAs) using a "multimodal approach". MATERIAL AND METHODS: Twenty-five patients (mean age 60.1 years) with 29 VAAs (13 splenic, 4 hepatic, 3 gastroduodenal, 6 renal, 2 pancreatic-duodenal, 1 superior mesenteric) were considered suitable for endovascular treatment; 8/29 were ruptured. Saccular aneurysms (9/29) were treated by sac embolization with coils (in 4 cases associated with cyanoacrylate or thrombin) with preservation of artery patency. Fusiform aneurysms (6/29), were treated by an "endovascular exclusion". In 10/29 cases, supplied by a terminal branch, we performed an embolization of the afferent artery, with coils and cyanoacrylate or thrombin. 2/29 cases were treated with a stent-graft and 2/29 cases with a percutaneous ultrasound-guided thrombin injection and coils embolization of the afferent artery. The follow-up was performed by ultrasonography and/or CT-angiography 1 week after the procedure and then after 1, 6, and 12 months and thereafter annually. RESULTS: In 29/29 cases we obtained an immediate exclusion. Two patient died for other reasons. Complication rate was 27.6% (7 spleen ischemia and 1 stent-graft occlusion). During the follow-up (range: 7 days-36 months, mean 18.7 months), we observed 3/29 (10.3%) cases of reperfusion in the first month, all treated successfully with a further endovascular procedure. Primary technical success was 89.7%; secondary technical success was 100%. CONCLUSION: Endovascular therapy can be considered a feasible and effective approach for VAAs with good primary and secondary success rates.

Adult↗

EEG correlates of multimodal ganzfeld induced hallucinatory imagery.

Multimodal ganzfeld (MMGF) frequently induces dreamlike, pseudo-hallucinatory imagery. The aim of the study was to explore EEG correlates of MMGF-induced imagery. In a screening phase, seven 'high-responders' were selected by frequency and quality of their reported hallucinatory experience in MMGF. Each of these subjects then participated in three MMGF sessions (45 min) with simultaneous 19 channel EEG recordings and indicated occurrences of imagery by pressing a button. Relative spectral power changes during percept formation (30 s preceding subjects' reports) with respect to intra-individual baselines (no-imagery EEG) were analysed. At the beginning of the 30-s 'image formation' period alpha was slightly reduced than in the 'no-imagery' periods. This was followed by increased power in the higher alpha frequency band (10-12 Hz) which then declined in a monotonic fashion. This decline in higher alpha power was accompanied by increased power in the beta frequency bands. Throughout the image formation period there was a steady decline in power of low frequency alpha (8-10 Hz). Correlations between descriptors of subjective experience and EEG power changes were evaluated in terms of their global average magnitude and variability in time. Results indicate that the acceleration of alpha activity is a nonspecific effect of MMGF. In contrast, the tri-phasic profile of faster alpha activity seems to be a specific correlate of the retrieval and transformation of memory content in ganzfeld imagery.

Acoustic Stimulation↗

Multimodality management of hepatocellular carcinoma larger than 10 cm.

BACKGROUND: Hepatic resection for huge hepatocellular carcinoma (HCC) is challenging. The role of multimodality nonsurgical therapy for HCC larger than 10 cm is unclear. STUDY DESIGN: We retrospectively investigated 131 HCC patients with main tumors larger than 10 cm in diameter seen between October 1990 and October 2001. Fifty-six patients (group A) underwent hepatectomy and 75 patients (group B) underwent nonsurgical multidisciplinary therapy including hepatic arterial infusion, transcatheter arterial embolization, and percutaneous acetic acid injection. RESULTS: Patients in group B were older, had lower serum albumin levels, and there were more patients with liver cirrhosis and great vessel invasion. Median survivals of group A and B patients were 17 months and 7 months, respectively (p < 0.001). But the 1-, 3-, 5-year survival rates in group B using 38 patients undergoing 3 or more sessions of nonsurgical treatment were not significantly worse than those for group A using 53 patients with followup (57.1%, 19.0%, 16.3% versus 60.7%, 24.5%, 24.5%, respectively). Group A patients had 37.7% and 71.7% recurrence rates at 6 and 12 months, respectively, after operation, and they had a significantly higher frequency of overall extrahepatic recurrence compared with group B patients (43.4% versus 18.7%, p = 0.005). In group B, only 3 of 35 patients younger than 60 years had tumor shrinkage after nonsurgical treatment modalities in comparison to 17 of 40 patients in the elderly group (p = 0.003). Younger patients had a significantly higher prevalence of hepatitis B surface antigen positivity (85.7% versus 47.5%) and infiltrating tumor growth pattern (74.3% versus 45.0%) compared with older patients. CONCLUSIONS: Our study suggests that the advantage of hepatic resection in patients with huge HCC is marginal. An effective adjuvant therapy is needed to improve outcomes after hepatic resection. The experience in using nonsurgical treatment shows that the result is poor in young patients compared with that in elderly patients.

Acetic Acid↗

Multimodal computational framework resolves B cell maturation in autoimmunity and ageing.

Identification of the origin of pathogenic immune cells is crucial for therapeutic interventions and diagnosis but pseudotime methods struggle to trace immune cells accurately. Current trajectory inference methods for B cell development and response in health and disease either ignore or underutilize antigen receptor sequence information, limiting their ability to resolve developmental pathways, particularly for pathogenic populations. Widely used methods such as Monocle 3 reconstruct developmental paths from transcriptomic similarity alone, discarding the features from immune receptors. Dandelion has combined the immune receptor features with transcriptomics but it struggles to simulate the trajectory path of B cells. Here we present ClonoTrace, a computational framework that integrates BCR sequence features with transcriptomic trajectory inference through gated fusion of multimodal embeddings. In fetal B cell development and germinal centre development, ClonoTrace demonstrates closer concordance with the canonical reference ordering than Monocle 3 and Dandelion. Applied to systemic lupus erythematosus, ClonoTrace indicates a memory B cell extrafollicular maturation route alongside the na&#xef;ve B cell route, accompanied by induction of ZEB2 with a concomitant decline of BACH2 along the trajectory, as a candidate alternative route to pathogenic double negative 2&#x202f;B cells (DN2) in systemic lupus erythematosus (SLE) patients. In healthy ageing, ClonoTrace resolved three candidate age-related B cell maturation routes, from na&#xef;ve, IgM+ memory and switched-memory B cells, each passing through a DN2-associated transcriptional state that is ordered before age-associated B cells along the inferred trajectory. ClonoTrace's fate probability algorithm indicated that IgM+ memory B cell to ABC transition as the leading candidate age-associated transition, which may be distinct from SLE DN2 maturation. ClonoTrace provides a generalizable framework for receptor-informed trajectory inference, describing candidate developmental routes of pathogenic B cell populations in autoimmunity and ageing.

Humans↗

Clinical evaluation of multimodal environmental modification (MEMO) in the management of cats with idiopathic cystitis.

This prospective observational study evaluated client-reported recurrence of lower urinary tract signs (LUTS) and other signs of abnormalities in cats with idiopathic cystitis after institution of multimodal environmental modification (MEMO). Forty-six client-owned indoor-housed cats with idiopathic cystitis, diagnosed based on a history of recurrent LUTS and evidence of absence of urolithiasis or bacterial urinary tract infection were studied. In addition to their usual care, clients were offered recommendations for MEMO based on a detailed environmental history. Cases were followed for 10 months by client contact to determine the effect of MEMO on LUTS and other signs. Significant (P<0.05) reductions in LUTS, fearfulness, nervousness, signs referable to the respiratory tract, and a trend (P<0.1) toward reduced aggressive behavior and signs referable to the lower intestinal tract were identified. These results suggest that MEMO is a promising adjunctive therapy for indoor-housed cats with LUTS, and should be followed up with prospective controlled clinical trials.

Animal Feed↗