Hahn-PCNN-CNN: an end-to-end multi-modal brain medical image fusion framework useful for clinical diagnosis.

BACKGROUND: In medical diagnosis of brain, the role of multi-modal medical image fusion is becoming more prominent. Among them, there is no lack of filtering layered fusion and newly emerging deep learning algorithms. The former has a fast fusion speed but the fusion image texture is blurred; the latter has a better fusion effect but requires higher machine computing capabilities. Therefore, how to find a balanced algorithm in terms of image quality, speed and computing power is still the focus of all scholars. METHODS: We built an end-to-end Hahn-PCNN-CNN. The network is composed of feature extraction module, feature fusion module and image reconstruction module. We selected 8000 multi-modal brain medical images downloaded from the Harvard Medical School website to train the feature extraction layer and image reconstruction layer to enhance the network's ability to reconstruct brain medical images. In the feature fusion module, we use the moments of the feature map combined with the pulse-coupled neural network to reduce the information loss caused by convolution in the previous fusion module and save time. RESULTS: We choose eight sets of registered multi-modal brain medical images in four diease to verify our model. The anatomical structure images are from MRI and the functional metabolism images are SPECT and 18F-FDG. At the same time, we also selected eight representative fusion models as comparative experiments. In terms of objective quality evaluation, we select six evaluation metrics in five categories to evaluate our model. CONCLUSIONS: The fusion image obtained by our model can retain the effective information in source images to the greatest extent. In terms of image fusion evaluation metrics, our model is superior to other comparison algorithms. In terms of time computational efficiency, our model also performs well. In terms of robustness, our model is very stable and can be generalized to multi-modal image fusion of other organs.

[Bronchial carcinoma and knee pain. Secondary hypertrophic osteoarthropathy]. / Bronchialkarzinom bei Knieschmerzen. Die sekundäre hypertrophe Osteoarthropathie.

Secondary hypertrophic osteoarthropathy (HOA), also known as Marie-Bamberger syndrome, is a rare neoplastic syndrome featuring clubbing of the tips of the digits, periosteal proliferation and synovial effusion of adjacent joints. We report a case where a patient without any other known medical condition developed persistent arthralgia and mobility restriction after bruising the left knee. As the initial X-ray examination of the knee showed a distinct periosteal proliferation of the left femoral bone, extended diagnostics were initiated during which a bronchial carcinoma was identified. After surgical removal of the primary tumor the symptoms of irritation in the knee joint recovered totally.

Diagnostic evaluation of supraclavicular lymphadenopathy.

Patients presented with the supraclavicular lymphadenopathy in the medicine department have a strong suspicion of serious illness like tuberculosis, sarcoidosis, toxoplasmosis and malignancy of lymphnode, blood, lung, upper GIT, breast, ovary, testes, and other sites of body. This prospective type of observational study carried out in the indoor and out patient department of medicine of Mymensingh Medical College Hospital over a period of 6 month from April 2011 to September 2011 to diagnose the causes of supraclavicular lymphadenopathy. Patient of either sex, 18 years or above presented with supraclavicular lymphadenopathy were included. Biopsy or FNAC were done. The study showed that mean age of the patient of supraclavicular lymphadenopathy that finally diagnosed as malignant was 49.7 years and that of non malignant was 33.7 years. Male patient have suffered more (60%) from malignant disease than that of female patient (40%). Discrete, hard, non tender either fixed or non fixed supraclavicular lymphadenopathy was found malignant (18 of 18 cases, 100%) and discrete, firm, tender lymphnode were found non malignant (5 of 5 cases, 100%). Increased frequency (11 of 28, 39.3%) of granulomatous inflammation from the tuberculoid lymphadenitis were found among the patient undergone supraclavicular lymphnode biopsy. FNAC result was also of simillar type and finally it was found that frequency of tuberculosis (20 of 53, 37.7%) was highest and bronchial carcima was the second most frequent diagnosis (14 of 53, 26.4%). This study showed that supraclavicular lymphadenopathy is associated mostly with serious disease like tuberculosis and malignancy.

Mediastinal lymph node staging: from noninvasive to surgical.

OBJECTIVE: The purpose of this review is to describe the current lymph node stations and lymph node staging of non-small cell lung carcinoma. Minimally invasive and invasive methods of mediastinal lymph node staging are emphasized, and the relative accuracy and limitations of each modality are described. CONCLUSION: Lung carcinoma remains the most common cause of cancer death in the United States. Accurate staging of lung cancer is imperative for implementing the correct therapy and assessing patient prognosis.

Non-inferiority test and confidence interval for the difference in correlated proportions in diagnostic procedures based on multiple raters.

The efficacy of diagnostic procedures is generally evaluated on the basis of the results from multiple raters. However, there are few adequate methods of performing non-inferiority tests with confidence intervals to compare the accuracies (sensitivities or specificities) when multiple raters are considered. We propose new statistical methods for comparing the accuracies of two diagnostic procedures in a non-inferiority trial, on the basis of the results from multiple independent raters who are also independent of the study centers. We consider a study design in which each patient is subjected to two diagnostic procedures and all images are read by all raters. By assuming a multinomial distribution for matched-pair categorical data arising from the study design, we derive a score-based full menu, that is, a non-inferiority test, confidence interval and sample size formula, for inference of the difference in correlated proportions between the two diagnostic procedures. We conduct Monte Carlo simulation studies to examine the validity of the proposed methods, which showed that the proposed test has a size closer to the nominal significance level than a Wald-type test and that the proposed confidence interval has better empirical coverage probability than a Wald-type confidence interval. We illustrate the proposed methods with data from a study of diagnostic procedures for the diagnosis of oesophageal carcinoma infiltrating the tracheobronchial tree.

Ocular involvement in metastatic and systemic malignancies is not rare.

BACKGROUND: Metastatic disease to the eye most commonly involves choroid followed by orbit leading to varied ocular manifestations. By comparison, it is relatively rarer than primary malignancies of eye as well as metastasis in other parts of the body. AIM: The aim of this study is to evaluate the common eye and orbital structures involved in secondary ocular and metastatic disease, to describe its clinical manifestations and outline the management done. METHODS: A retrospective study of newly diagnosed cases of ocular metastasis in last 2 years conducted in our recently established department of ocular oncology at a tertiary eye care hospital in Nepal. Demography, age and sex distribution were noted. The patients were segregated into those with secondary or metastatic ocular malignancies. Detail study on the metastatic disease to eye was made in regards to presenting symptoms, signs, primary site of cancer, and the treatment done. Details of the investigations done, like biopsy and imaging were also recorded. RESULTS: There were a total of 28 patients, whose age group ranged from 9 years to 69 years with median age of 43 years. Females constituted 46% of total patients. Both the eyes were involved in 9 patients (32%). Eye was secondarily involved by paranasal sinus tumors and Non Hodgkin lymphoma (7 patients each). Ocular metastasis was commonly seen from broncogenic carcinoma in four and breast carcinoma in three patients. Simultaneous metastasis to other parts of the body was also seen in 61% of our patients. Diminution of vision in 49% was the most common presenting feature followed by proptosis in 16% and palpable mass in 14% of patients. Orbit in 43% cases is the commonest ocular structure involved. Histopathologic diagnosis was done in 32% only while rest was based on imaging alone. The most common treatment done was chemotherapy in 57% patients. CONCLUSION: Ocular metastasis can display a wide variety of clinical and imaging features and therefore a high degree of suspicion is required. It is often associated with simultaneous metastasis to other parts of the body as well, hence the importance of earlier diagnosis and metastatic workup.

Big toe metastases as first clinical sign of occult bronchogenic carcinoma.

Metastasis to bone is a common manifestation of malignant tumours. However, metastasis to the bones of the foot is exceedingly rare. It usually arise from genitourinary tract and colon, with the tarsal bones accounting for half of all metastases. We report a rare case of pain and destruction of the distal phalanx of great toe, initially suspected as osteomyelitis, which on biopsy proved to be metastases from a clinically silent bronchogenic carcinoma.

Unusual site of metastasis of bronchogenic carcinoma.

Metastasis of bronchogenic carcinoma to the chest wall and axillary lymphnodes is a rare occurrence. This study reports the case of a patient presenting with chest wall swelling as initial symptom which on evaluation was found to be a lymphnode metastasis. The patient also had axillary lymphnode metastasis on the same side as the chest swelling with a contralateral pleural effusion. Here, we discuss the pathways and possible mechanisms of contra lateral axillary and chest wall lymphnode involvement without ispilateral nodal involvement in bronchogenic carcinoma.

[Immunocytochemical identification of carcinomas of unknown primaries on fine-needle-aspiration-biopsies]. / Immunzytochemische Abklärung des initialen CUP-Syndroms an Feinnadelpunktaten.

Clinical investigations with imaging- and endoscopic techniques in order to identify the primary tumor sites in patients with CUP syndrome generally entail a significant diagnostic effort. If costs exceed 800.00, a financial loss ensues for German hospitals, as public health insurance companies do not reimburse above this amount. Combined cytological/immunocytochemical investigation of metastatic cancer cells represents a cost-effective, minimally invasive procedure to identify the probable primary cancer site that can be applied on an outpatient basis. We report on 85 fine needle aspiration biopsies of metastases to the liver, 30 to the lymph nodes and over 180 serous effusions and/or ascites with metastatic cancer cells in CUP. After conventional microscopic inspection, a routine panel of six monoclonal antibodies was applied (CK 5/6, CK 7, CK 20, Cdx 2, TTF 1 and CA 125). We were thus able to correctly identify the primary tumor sites in 90.3%, 92.0% and 85.1%, respectively, within three days. In total, 23 primary hepatocellular carcinomas could all be classified correctly, applying the antibodies HepPar 1, BerEp 4, AFP, CD 31, CD 68 and Ki 67. In addition, 141 malignant epithelial mesotheliomas were typed correctly in 97.1%, using the antibodies BerEp 4, Calretinin, Mesothelin, EMA and WT. Therefore, immunocytochemical investigation of metastatic cancer cells from fine needle aspiration biopsies or in serous effusions offers an efficient, cost-effective diagnostic alternative to imaging and endoscopic techniques in the workup of patients with CUP syndrome.

[Prognosis after surgical treatment of spinal metastases due to lung cancer]. / Prognose nach operativem Wirbelsäuleneingriff bei Bronchialkarzinommetastasen.

BACKGROUND: Patients with spine metastases due to lung cancer suffer from a reduced lifespan. For a more precise prognosis, it is important to define parameters which influence the individual survival time. This study reviewed the mean survival time of patients who had undergone surgery because of spine metastases due to lung cancer. It should be evaluated whether the postsurgical survival time is dependent on the length of time between diagnosis and surgery and from the histological type of the tumor. MATERIAL AND METHODS: Between January 1999 and December 2003, 68 patients had undergone spine surgery because of spine metastases due to lung cancer at the department of traumatology of the St. Georg General Hospital in Hamburg, Germany. Retrospective data were collected from the hospital documentary system regarding the period between diagnosis of lung cancer and date of surgical treatment, and regarding the histological type of the tumor. The postsurgical survival times were evaluated using data from the Hamburger Cancer Index and from general practitioners. These times were analysed afterward according to the defined parameters. RESULTS: The average age was 62.6 years, and 24 female and 44 male patients were included. It was possible to evaluate the survival time of 65 patients. The average survival time of those with preoperative unknown primary manifestation (20 patients) was 88 days, in the group of patients with lung cancer histories of less than 12 months (35 patients) 141 days, and with patients with lung cancer histories of lung cancer longer than 12 months (13 patients) it was 171 days. The mean survival times after surgical treatment were 122 days for patients suffering from non-small-cell lung cancer (45 patients), 128 days for those with small-cell lung cancer (20 patients), and 247 days for patients with other histological types (three patients). DISCUSSION: The prognosis of patients after spine surgery for lung cancer metastases is poor. The indication for surgical treatment of spinal metastases due to lung cancer should be critically discussed. Especially patients with unknown primary manifestation might benefit from a conservative approach. With respect to the patients' reduced lifespan, they, their relatives, and the nursing staff should be carefully informed.

[Fusion of pulmonary scintigraphy with Tc99m-depreotide imaging with CT scan in recognizing solitary pulmonary nodule]. / Scyntygrafia pluc z 99mTc-depreotydem i nakladanie obrazów tomografii komputerowej w rozpoznawaniu pojedynczego guza pluca.

UNLABELLED: At present also radionuclide methods are used to diagnose pulmonary malignancies. One of them is solitary pulmonary nodule (SPN) scintigraphy using 99mTc-depreotide. 99mTc-depreotide is a somatostatin analogue with affinity to 3 out of 5 subtypes of somatostatin receptors. AIM OF THE STUDY: was to confirmed the usefulness of 99mTc-depreotide in detecting malignancy in SPN; finding lymph nodes metastases; and overlapping scintigraphic scans and CT in precise localizsation of malignancy and its lymph nodes metastases. MATERIAL AND METHODS: The group studied comprised 50 patients with radiologically diagnosed SPN. Forty patients had a high resolution CT scan done with a GE Light Speed equipment-device. The acquired CT scans were sent via LAN (Local Area Network) to an ARPACS server in the Department of Nuclear Medicine, and thence to a Hermes Nuclear Diagnostics workstation. CT examinations were followed by scintigraphy with 99mTc-depreotide. RESULTS: In 32 patients 99mTc-depreotide was found to have accumulated excessively in SPN: in 23 cases malignancy was found, in the 9 remaining cases they were other abnormalities. In the 23 lung cancer patients, 99mTc-depreotide was found in 24 foci, including 18 in the mediastinum and axillary region. CT revealed affected lymph nodes only in 7 cases. The calculated sensitivity, specificity and accuracy in SPN were 89%, 60%, 82%, respectively. The tumour/background index in malignancies confirmed histologically was 2.58 +/- 0.89. Where lymph nodes metastases were suspected in the diagnosed malignancies, the lymph node/background index was 2.60 +/- 0.85. In 25 cases lesion localization was more accurate when scans were overlapped. CONCLUSIONS: 99mTc-depreotide based examination is a sensitive method in the evaluation of SPN malignancy. Overlapping SPECT and CT scans in diagnosing SPN enables both pathological and physiological changes to be localized precisely. This method seems particularly valuable in imaging lymph nodes where metastases are suspected, especially when CT scans revealed no abnormalities.

Influence of nodal status on the surgical outcome for bronchogenic carcinoma involving the carina: a systematic review and meta-analysis.

INTRODUCTION: Bronchogenic carcinomas involving the carina or the tracheo-bronchial angle represents a challenging surgical procedure because of difficult surgical techniques and complex ventilation procedures. Even though surgical outcomes for this type of procedure has improved over time, the need for surgical management of patients with metastatic mediastinal nodes, that is those that are graded N2 or higher according to the TNM classification, is still controversial. EVIDENCE ACQUISITION: We searched PubMed, Embase, and CNKI for literature in English or Chinese reporting on this subject, with information on survival rates or survival curves for groups with different grades of nodal status. We then performed a meta-analysis by grouping N0 and N1 patients and compared the surgical outcomes to those graded as N2 or higher. Hazard Ratios for each study were derived from the Kaplan-Meier survival curve. EVIDENCE SYNTHESIS: Seven studies were included in this meta-analysis. The calculated hazard ratios ranged from 0.146 to 0.455. The weighted average hazard ratio for the N0/N1 group as compared to the N2/N3 group was 0.261 (CI: 0.154-0.441). The Galbraith plot confirmed the homogeneity of the studies included. CONCLUSIONS: Carinal resection and reconstruction remains a challenging surgical procedure and the rather poor surgical outcomes for patients graded as N2 or higher, according to nodal involvement points to the fact that better pre-operative management is required in terms of tumor grading, induction chemotherapy and radiotherapy to decrease the risks associated with metastatic mediastinal nodal status.

Invasive and metastatic potential of a v-Ha-ras-transformed human bronchial epithelial cell line.

The in vivo growth behavior and invasive potential of normal and "immortalized" human bronchial epithelial cells were studied by xenotransplantation procedures, an in vitro assay of invasiveness, and determinations of type IV collagenase activity and mRNA expression. BEAS-2B cells, immortalized after hybrid virus infection (adenovirus 12-simian virus 40), reconstituted a columnar epithelium when xenotransplanted into de-epithelialized rat tracheas transplanted sc into athymic BALB/c mice. A few adenomatous growths could be seen 16 weeks after transplantation. BZR cells, obtained by transfer of the v-Ha-ras oncogene into BEAS-2B cells, were tumorigenic in this xenotransplantation model. BZR-T33 cells, obtained from a tumor produced after injection of BZR cells, were also tumorigenic; however, they exhibited a shorter latent period. When these same cell lines were injected sc and iv into athymic BALB/c mice, BEAS-2B cells were not tumorigenic, and the BZR-T33 cells were more tumorigenic than the BZR cells. The incidence of spontaneous metastases after sc inoculation was zero for BEAS-2B cells, 33% for BZR cells, and 100% for BZR-T33 cells. Similar increasing values that correlated well with the data on in vivo growth were noted in the in vitro invasion assay, the collagenolytic ability, and the mRNA expression of type IV collagenase. Normal human bronchial epithelial cells showed the lowest values in all the assays. These progressive changes occurring in cells derived from the same parental line indicate that the presence of the v-Ha-ras oncogene in immortalized bronchial cells is associated with a full-fledged malignant phenotype, which is further enhanced by in vivo passaging.

Utility of the transcervical approach in bilateral synchronous lung cancer.

Bilateral pulmonary nodules represent a challenge in distinguishing between synchronous bronchogenic carcinomas and metastatic disease. In the case of potentially curable synchronous lung cancer, it is recommended to treat each lesion with curative intent if there is no evidence of mediastinal involvement or extrathoracic disease. In this situation, surgical staging of the mediastinum is recommended. This case shows the utility of a transcervical approach to perform precise mediastinal staging and lymphadenectomy, and to access the pleural cavity to resect a pulmonary nodule. Moreover, video-assisted mediastinoscopic lymphadenectomy combined with video-assisted lobectomy could be a good option for a radical lymphadenectomy.

[Apropos of 5 cases of optic nerve tumors diagnosed during a 6-year-period]. / À propos de 5 cas de tumeurs du nerf optique sur une période de 6ans.

INTRODUCTION: Optic nerve tumors are uncommon and rarely described. By way of five patients treated at the University Hospital of Clermont-Ferrand, France, over a six-year-period, we discuss their clinical and radiological characteristics, their treatment and their course. OBSERVATIONS: We report two cases of optic nerve glioma in small children, two cases of optic nerve sheath meningioma and a 57-year-old patient treated for lung cancer with an optic nerve metastasis and choroidal and brain metastases. The diagnosis was confirmed by imaging in all patients and histologically for the cases of optic nerve glioma. RESULTS: The children with glioma were exclusively treated with chemotherapy, the two women with meningioma exclusively with radiation therapy, and the man with the optic nerve metastasis by chemotherapy and radiotherapy. The tumors were stabilized in all cases except for a progression in one case of glioma, one year after treatment. DISCUSSION: Gliomas and meningiomas are the most frequent tumors; other tumors are rare. Through a literature review and many illustrations, we discuss epidemiologic, clinical and radiologic characteristics, treatment and course of these uncommon tumors. CONCLUSION: The diagnosis of optic nerve tumors must be considered in cases of anterior or posterior progressive optic neuropathy. Treatment must be a compromise between effective treatment of the tumor and preservation of visual function. Decisions are made through multidisciplinary consultations, in which the role of the ophthalmologist is crucial for the diagnosis and success of the treatment.

The risk of intradural spinal metastases in patients with brain metastases from bronchogenic carcinomas.

Intradural spinal metastases can develop following dissemination via the cerebrospinal fluid from various primary or secondary brain tumors. Since the risk of intradural spinal metastases has never been formally studied in patients with brain metastases, we reviewed patients with brain metastases from bronchogenic carcinomas and looked for the subsequent development of intradural spinal metastases. Of 160 consecutive patients, only 6 presented intradural spinal metastases, however none were among the 105 patients who had exclusively supratentorial metastases and all intradural spinal metastases were in patients who had lesions in the posterior fossa. In this group, the 1-year actuarial risk of having intradural spinal metastases was 21% (p less than .01 compared with patients who had supratentorial metastases). We could not find any other risk factor for intradural spinal metastases. Recommendations for the group of patients with increased risk of intradural spinal metastases are made.