Locked-in syndrome in a patient with acute obstructive hydrocephalus, caused by large unruptured aneurysm of the basilar artery (BA).

We describe a case of acute obstructive hydrocephalus as a consequence of compression of the brainstem by a large aneurysm of the basilar artery (BA) in a 62-year-old male. After the insertion of the ventriculoperitoneal shunt (VPS), we encountered the "locked-in syndrome" clinical condition. "Locked-in syndrome" is a clinical state characterized by quadriplegia and anarthria with preserved consciousness, most commonly caused by ischemia in the ventral part of pons.

COVLIAS 3.0: cloud-based quantized hybrid UNet3+ deep learning for COVID-19 lesion detection in lung computed tomography.

Background and novelty: When RT-PCR is ineffective in early diagnosis and understanding of COVID-19 severity, Computed Tomography (CT) scans are needed for COVID diagnosis, especially in patients having high ground-glass opacities, consolidations, and crazy paving. Radiologists find the manual method for lesion detection in CT very challenging and tedious. Previously solo deep learning (SDL) was tried but they had low to moderate-level performance. This study presents two new cloud-based quantized deep learning UNet3+ hybrid (HDL) models, which incorporated full-scale skip connections to enhance and improve the detections. Methodology: Annotations from expert radiologists were used to train one SDL (UNet3+), and two HDL models, namely, VGG-UNet3+ and ResNet-UNet3+. For accuracy, 5-fold cross-validation protocols, training on 3,500 CT scans, and testing on unseen 500 CT scans were adopted in the cloud framework. Two kinds of loss functions were used: Dice Similarity (DS) and binary cross-entropy (BCE). Performance was evaluated using (i) Area error, (ii) DS, (iii) Jaccard Index, (iii) Bland-Altman, and (iv) Correlation plots. Results: Among the two HDL models, ResNet-UNet3+ was superior to UNet3+ by 17 and 10% for Dice and BCE loss. The models were further compressed using quantization showing a percentage size reduction of 66.76, 36.64, and 46.23%, respectively, for UNet3+, VGG-UNet3+, and ResNet-UNet3+. Its stability and reliability were proved by statistical tests such as the Mann-Whitney, Paired t-Test, Wilcoxon test, and Friedman test all of which had a p < 0.001. Conclusion: Full-scale skip connections of UNet3+ with VGG and ResNet in HDL framework proved the hypothesis showing powerful results improving the detection accuracy of COVID-19.

CT-guided transthoracic core needle biopsies of focal pleural lesions smaller than 10 mm: a retrospective study.

BACKGROUND: CT-guided transthoracic core needle biopsy (TCNB) is a minimally invasive diagnostic procedure and a useful radiological method for diagnosing pleural lesions smaller than 10 mm in the presence of loculated pleural effusion. The purpose of this study was to retrospectively assess the diagnostic accuracy of CT-guided TCNB of small pleural lesions and determine the incidence of complications. METHODS: This retrospective study included a total of 56 patients (45 men and 11 women; mean [± SD] age, 71.84 ± 10.11 years) with small costal pleural lesions (thickness of < 10 mm) who underwent TCNB performed at the Department of Radiology from January 2015 to July 2021. One of the inclusion criteria for this study was a loculated pleural effusion greater than 20 mm, with a nondiagnostic cytological analysis. Sensitivity, specificity and positive as well as negative predictive values (PPV, NPV) were calculated. RESULTS: The sensitivity of CT-guided TCNB for the diagnosis of small pleural lesions in this study was 84.6% (33 of 39), specificity 100% (17 of 17), PPV 100% (33 of 33), and NPV 73.9% (17 of 23), while diagnostic accuracy was 89.3% (50 of 56). The overall diagnostic contribution of TCNB in our study is comparable with the results of other recent reports. Loculated pleural effusion was considered a protective factor since no complications were noted. CONCLUSION: CT-guided transthoracic core needle biopsy (TCNB) is an accurate diagnostic method for small suspected pleural lesions with a near-zero complication rate in the presence of loculated pleural effusion.

Ensemble Deep Learning Derived from Transfer Learning for Classification of COVID-19 Patients on Hybrid Deep-Learning-Based Lung Segmentation: A Data Augmentation and Balancing Framework.

BACKGROUND AND MOTIVATION: Lung computed tomography (CT) techniques are high-resolution and are well adopted in the intensive care unit (ICU) for COVID-19 disease control classification. Most artificial intelligence (AI) systems do not undergo generalization and are typically overfitted. Such trained AI systems are not practical for clinical settings and therefore do not give accurate results when executed on unseen data sets. We hypothesize that ensemble deep learning (EDL) is superior to deep transfer learning (TL) in both non-augmented and augmented frameworks. METHODOLOGY: The system consists of a cascade of quality control, ResNet-UNet-based hybrid deep learning for lung segmentation, and seven models using TL-based classification followed by five types of EDL's. To prove our hypothesis, five different kinds of data combinations (DC) were designed using a combination of two multicenter cohorts-Croatia (80 COVID) and Italy (72 COVID and 30 controls)-leading to 12,000 CT slices. As part of generalization, the system was tested on unseen data and statistically tested for reliability/stability. RESULTS: Using the K5 (80:20) cross-validation protocol on the balanced and augmented dataset, the five DC datasets improved TL mean accuracy by 3.32%, 6.56%, 12.96%, 47.1%, and 2.78%, respectively. The five EDL systems showed improvements in accuracy of 2.12%, 5.78%, 6.72%, 32.05%, and 2.40%, thus validating our hypothesis. All statistical tests proved positive for reliability and stability. CONCLUSION: EDL showed superior performance to TL systems for both (a) unbalanced and unaugmented and (b) balanced and augmented datasets for both (i) seen and (ii) unseen paradigms, validating both our hypotheses.

Patient with lingual thyroid and squamous cell carcinoma of the tongue base--case report.

We demonstrate a rare case of lingual thyroid together with squamous cell carcinoma of the base of tongue. 54-year-old patient presented with left sided lymph node enlargement in regions II, III and IV without any clinical symptoms. Physical examination revealed semicircular bulge at the base of tongue measuring 30 x 20 mm and tumorous lesion was suspected. Neck ultrasound showed pathological enlargement of lymph nodes and FNA of lymph node revealed squamous carcinoma cells in the smear. Further investigation included CT and MRI of the neck depicted ectopic thyroid tissue in base of tongue and enlarged and necrotic lymph nodes in regions II and III. Primary carcinoma could not be depicted. Biopsy of the lingual mass was performed and histology confirmed ectopic thyroid tissue. Physical examination of the oral cavity was repeated and suspicious area on the left side of the tongue base near ectopic thyroidal tissue was identified. Histology after biopsy confirmed squamous cell carcinoma with superficial growth. This case emphasizes the important role that collaboration of radiologist and otorhinolaryngologyst has in correctly diagnosing oropharyngeal pathology. Also, we underline the importance of careful oropharyngeal region screening in case of unknown pathologic lymphadenopathy, when the possibility of oropharyngeal cancer has to be considered.

Central type of chondrosarcoma with a fulminant course--a case report.

Primary chondrosarcoma is a rare malignant tumor. The five types of chondrosarcomas are: central, peripheral, mesenchymal, differentiated and clear cell. The classic chondrosarcomas are central (arising within a bone) or peripheral (arising from the surface of a bone). We describe a patient with central chondrosarcoma of the humerus who underwent surgery and only two weeks later presented with multiple metastases of the lung and small pulmonary tumor embolisms mimicking bilateral pneumonic infiltrates. Therefore, such a fulminant course of central chondrosarcoma, which is not described so far, must be taken into consideration during the treatment of patients with primary chondrosarcoma.

Osteosarcoma of the mastoid process following radiation therapy of mucoepidermoid carcinoma of the parotid gland--a case report.

Radiation therapy is frequently used method in treatment of the head and neck malignancies. Osteosarcoma is a rare complication of radiation therapy and usually occurs after a long latent period. We report the case of 75-year-old female with osteosarcoma of the mastoid process. Twelve years before presentation she received radiation therapy after total parotidectomy and radical neck dissection in treatment of mucoepidermoid carcinoma of the parotid gland. Diagnostic procedures included contrast-enhanced CT and MRI of the head and neck and HRCT of the temporal bone. The final diagnosis of the low grade osteosarcoma was confirmed by biopsy. Diagnostic criteria were fulfilled and the lesion was classified as a radiation induced osteosarcoma.

[Clinical recommendations for diagnosing, treatment and monitoring patients with non-small cell lung cancer]. / Klinicke upute za dijagnozu, lijecenje i pracenje bolesnika oboljelih od karcinoma pluca nemalih stanica.

In Croatia, lung cancer is the most common malignant disease among male population and the third common among female population where 85% of patients have non-small cell lung cancer. Due to significance of this disease it is necessary to define and implement standardized approach for diagnostic and treatment algorithm as well to patients monitoring. Several multidisciplinary sessions were organized in achieving this goal. The sessions' results are given in the form of the Clinical guidelines.

The diagnostic challenge of adenocarcinoma in pulmonary nodular lymphoid hyperplasia.

Pulmonary nodular lymphoid hyperplasia is a rare, nonneoplastic lymphoproliferative disorder mostly manifesting as one or more nodules or localized lung infiltrates. The lesion comprises reactive germinal centers with well-preserved mantle zones and sheets of interfollicular mature plasma cells, lymphocytes, histiocytes, and neutrophils. The radiological finding is not specific, and the diagnosis of pulmonary nodular lymphoid hyperplasia relies generally on pathohistological and immunohistochemical analyses. The most important differential diagnoses are extranodal marginal zone lymphoma of mucosa-associated lymphoid tissue and immunoglobulin G4-related sclerosing disease. Nonetheless, we present a case of pulmonary nodular lymphoid hyperplasia in a 69-year-old woman with the diagnostic challenge of cytological atypia in alveolar spaces inside the lymphoid tissue, coexisting with the diagnosis of adenocarcinoma of the lepidic pattern. Therefore, this case highlights the importance of identifying these rare benign and reactive lymphoproliferative diseases given the risk of developing not only lymphoma but also carcinoma.

Spontaneous serial fractures of metatarsal bones in female patient with rheumatoid arthritis on long-term steroid therapy.

Low-dose oral steroid therapies are very effective in active rheumatoid arthritis (RA), reducing disease activity in acute crisis either while waiting for disease-modifying antirheumatic drugs (DMARDs) to take effect or if it was slow in response to DMARDs. However, long-term steroid therapies are associated with serious side effects, such as osteoporotic reduction of bone mass and frequent fractures. This paper reports a female patient who has suffered RA treated with low-dose oral steroid therapy in a long-term period. Suddenly, she developed severe pain and oedema of forefeet during home distance level walking, with no history of trauma. The diagnosis of spontaneous serial fractures of the 2nd to 4th metatarsal (MT) bone bilaterally was performed by feet radiography. Furthermore, in widening the diagnostic approaches the authors had performed diagnostic musculoskeletal ultrasound to exclude metatarsophalangeal joint effusion and exacerbation of RA. They also made a static analysis of feet on the electronic baropodometer system in order to register biomechanical changes in bipedal standing. One year after, the same diagnostic procedures were done, on which occasion the healing of fractures were verified, with better results in biomechanical static analysis of the feet but without complete regression of static disbalance. This could lead to further disturbances during level walking and daily activities. This paper reports a unique case of the RA patient on long-term low-dose steroid therapy with previously unreported sites of spontaneous metatarsal fractures of feet which causes further static disbalance; consequently the patient might experience problems in every-day life activities.

Ammonia intoxication on workplace--case report and a review of literature.

In December 2003 in Rijeka, Croatia, a work accident happened when in the meat industry 'Vir" a forklift damaged the ammonia pipe. Two butchers were acutely poisoned. The objective is to warn of the danger of ammonia and of the need to improve preventive programs of occupational medicine. The method of comparing the two injured workers, i.e. their spirometric values, was used. The results showed progressive diminishing of patients' respiratory abilities, in the patient with lungs transplanted VC 32%, FVC 33%, FEV1 16% and FEF75% = 6% in 2006, the year when he died. In the patient that survived, the values in 2008 were VC 43.5%, FVC 27.2%, FEV1% 56.7% and FEF75% = 6%. The patients' CT showed diffused fibrosing and bronchiectasiae. Obliterating bronchiolitis developed in both patients. The second patient is the lung transplantation candidate. The first patient developed post transplantation cytomegalovirus pneumonia so he fought CMV antigenemia and infection till the end.

Advancement in the mesothelioma diagnostics in Primorsko-Goranska County of Croatia.

The purpose is to find out whether the diagnostics and registration of patients with mesothelioma in the Littoral Mountainous County of Croatia corresponds to the world trends. Further, the intention was to show the incidence of the disease and suggest the measures of prevention in the county of 400,000 inhabitants and its center Rijeka with 140,000 people. To that purpose 43 patients with mesothelioma were monitored in two groups: 25 shipyard workers, mean age 66, and 18 workers in other occupations, mean age 62. Statistically the group did not differ significantly in the incidence of placks, left or right side effusion. The pleural puncture showed the significance (p < 0.05) for incidence of rouse cells. In 20 patients out of 43 mesothelioma was confirmed by taking the material for pathohistology by means of VATS (video assisted thoracoscopy) and in 14 patients by TTB (transthoracic biopsy) with CT control. Spirometric values showed moderate restrictive difficulties. Although a considerable improvement in diagnosing mesothelioma has been achieved in the last five years an improved prevention activity by occupational medicine is required not only by periodic checkups of the exposed persons and examinations for retired workers with respiratory difficulties, but also by stimulating work case histories.

Aspergilloma in a pulmonary abscess--the first manifestation of malignant bronchial obstruction.

We report a case of aspergilloma in a pulmonary abscess being the first manifestation of malignant bronchial obstruction. In our case, only the autopsy revealed that planocellular carcinoma was the real cause of aspergilloma. Malignant bronchial obstruction finally resulted in pulmonary abscess with secondary fungal colonization. The co-existence of these pathologies is uncommon, and the situation we report is extremely rare. Even in cases when there are no radiological, bronchoscopical or cytological signs of malignancy, as in our case, careful observation of these patients is necessary. Surgical approach should be considered whenever possible.

Nonfatal Systemic Air Embolism: A Grave Complication of Computed Tomography-Guided Percutaneous Transthoracic Needle Biopsy.

Transthoracic computed tomography-guided core needle biopsy (TTNB) is a well-established method for diagnosing focal pulmonary lesions. However, the dangers associated with this method as well as the significant number of complications caused by it cannot be ignored. Systemic air embolism is a rare but potentially fatal complication that can accompany transthoracic needle biopsies of pulmonary lesions. In this study, we report nonfatal systemic air embolism as a complication of a transthoracic needle core biopsy of a subpleural nodule in the right upper pulmonary lobe of a patient with hemoptysis. Although extremely rare, the complication may result in a transient myocardial ischemia, which is presented with a transient depression of the ST segment.

A case report of occupational middle ear tuberculosis in a nurse.

This article presents a case of a 40-year-old female patient with a right-side middle ear tuberculosis. The patient was a nurse, who had worked at the Department of Pulmology, Clinical Hospital Rijeka for 17 years. The cause was infection with Mycobacterium tuberculosis while she assisted in bronchoscopy. The patient was referred to occupational medicine (OM) for confirmation of occupational disease immediately after surgery. The disease was confirmed as occupational by the Croatian Institute for Health Insurance of Health Protection at Work.During surgery a sample was taken for microbiological analysis. We did initial and control multislice computed tomography (MSCT) and control magnetic resonance imaging (MRI) of temporal bones 6 months after the surgery. The initial MSCT showed total mastoid cell shadowing without destruction, while the control image showed almost full recovery save for a few remaining shadowed cells. Adequately taken occupational history by an OM specialist can significantly shorten the time to diagnosis of a rare occupational illness that is often manifested by non-specific symptoms.

CSF liver pseudocyst as a complication of a ventriculoperitoneal shunt.

We have a 30-year-old female patient suffering from secondary hydrocephalus. She has had a ventriculoperitoneal shunt (VPS) implanted following a rupture and a successful clipping of the aneurysm of the anterior communicating artery (ACoA). Three weeks after implanting of the VPS, respiratory and abdominal difficulties with febrility appeared. We diagnosed cerebrospinal fluid liver pseudocyst using ultrasound (US) and computer tomography scan (CT). Given that we found bacteria in the cerebrospinal fluid (CSF), we converted VPS into an external ventricular drain (EVD). After that, we conducted a US-guided punction and drainage of the CSF liver pseudocyst. The subsequent CT of abdomen showed a regression of the cystic form. The patient died following the septic condition with multiple organ failures (MOF) a month after the cerebrospinal fluid liver pseudocyst diagnosis.The perforation of parenhimatose abdominal organs with distal part of VPS is a rare complication which is most likely a consequence of a shunt infection and of an immunological reaction that took place during the process of localizing an infection.