Improved Spatiotemporal Framework for Human Activity Recognition in Smart Environment.

The rapid development of microsystems technology with the availability of various machine learning algorithms facilitates human activity recognition (HAR) and localization by low-cost and low-complexity systems in various applications related to industry 4.0, healthcare, ambient assisted living as well as tracking and navigation tasks. Previous work, which provided a spatiotemporal framework for HAR by fusing sensor data generated from an inertial measurement unit (IMU) with data obtained by an RGB photodiode for visible light sensing (VLS), already demonstrated promising results for real-time HAR and room identification.

Maintenance chemotherapy in advanced and metastatic pancreatic cancer, a narrative review and case series.

Limited data exist on the management of patients with locally advanced (aPC) or metastatic pancreatic (mPC) cancer who achieve stable disease/response after first-line chemotherapy. In this setting, maintenance therapy is important to minimize toxicity while preserving survival benefits. The aim of this study is to conduct a narrative review of the evidence available on the topic and present the results of a retrospective case series of patients with aPC or mPC who received maintenance therapy following a good response to induction chemotherapy.

COVID-19 vaccination immune response in patients with solid organ and haematologic malignancies: call for active monitoring.

Vaccines against COVID-19 have demonstrated a remarkable efficacy in decreasing hospitalisations and deaths; however, clinical trials leading to vaccine approvals did not include immunocompromised individuals such as patients receiving antineoplastic therapies. Emerging data suggest that patients on active anti-cancer therapy may have a reduced immune response to COVID-19 vaccination compared to the general population and may be at greater risk of COVID-19 infection as measures to reduce transmission in the community are relaxed. We report preliminary data from the American University of Beirut Medical Center in Lebanon demonstrating relatively low seroconversion rates.

Impact of Commercialized Genomic Tests on Adjuvant Treatment Decisions in Early Stage Breast Cancer Patients.

Introduction: Advances in genomic techniques have been valuable in guiding decisions regarding the treatment of early breast cancer (EBC) patients. These multigene assays include Oncotype DX, Prosigna, and Endopredict. There has generally been a tendency to overtreat or undertreat patients, and having reliable prognostic factors could significantly improve rates of appropriate treatment administration.

Fertility in Breast Cancer Survivors in the Middle East: A Retrospective Study.

Introduction: By the time they complete breast cancer therapy, many young patients are still of childbearing age. We aim to estimate the incidence of pregnancies in women who completed treatment and examine the percentage of patients who received fertility counseling before initiation of therapy.

Material And Methods: Electronic health records of breast cancer patients between 2008 and 2014 at AUBMC were screened for exclusion criteria of having metastatic disease or known infertility, still receiving therapy, and being above 42 years at diagnosis.

Molecular profiling of adult acute myeloid and lymphoid leukemia in a major referral center in Lebanon: a 10-year experience report and review of the literature.

Recurrent genetic abnormalities confer distinct morphologic features and play a role in determining the clinical behavior, prognosis and adequate treatment of acute leukemia. In the MENA region, only one study targets the frequency of genetic modifications in AML, reporting a higher occurrence of acute promyelocytic leukemia in Lebanon. Determining the frequency of translocations and gene mutations in acute myeloid and lymphoid leukemia cases in an adult patients' population in Lebanon and comparing the resultant genetic profile with the published international molecular profile of adult acute leukemia.

Pulmonary Sarcoidosis Activation following Neoadjuvant Pembrolizumab plus Chemotherapy Combination Therapy in a Patient with Non-Small Cell Lung Cancer: A Case Report.

Background: Pembrolizumab is a humanized monoclonal antibody which serves to enhance the antitumor immune response by targeting programmed cell death 1 receptor. The use of pembrolizumab plus carboplatin/pemetrexed combination therapy results in improvement in overall survival and progression-free survival rates for non-small cell lung cancer (NSCLC) patients as compared to chemotherapy alone. However, numerous immune-mediated toxicities of pembrolizumab have been reported.

Prevalence and Severity of Sleep Disturbances among Patients with Early Breast Cancer.

Context: Data regarding health-related quality of life in breast cancer patients in the Middle East are limited with fatigue and sleep disturbance being the most distressing symptoms reported by patients treated for early breast cancer.

Aims: The aim of this study was to examine the prevalence and incidence of insomnia among patients with early-stage breast cancer patients treated with chemotherapy.

Subjects And Methods: This was a prospective cohort study.

Primary small cell carcinoma of the breast: a case report.

Background: Neuroendocrine breast cancer is a rare entity that was defined in 2003 by the World Health Organization as a separate breast cancer subtype. The diagnosis of neuroendocrine breast cancer requires the presence of neuroendocrine features in at least 50% of malignant cells, the exclusion of non-mammary primary tumors, as well as the presence of an in situ component in breast histology. The treatment and prognosis of neuroendocrine breast cancer are still not well established.

Prevalence of EGFR and ALK Mutations in Lung Adenocarcinomas in the Levant Area - a Prospective Analysis.

Background: A significant percentage of lung adenocarcinomas have a driver mutation. To date, there has been no assessment of the prevalence of such mutations in a Middle Eastern population. The present multicenter prospective study of formalin fixed paraffin embedded (FFPE) tissues from patients diagnosed with lung adenocarcinoma was performed to assess the prevalence of EGFR and ALK mutations in the Levant.

Thymoma with Concomitant Pure Red Cell Aplasia, Good's Syndrome and Myasthenia Gravis Responding to Rituximab.

Thymomas are often associated with a variety of autoimmune diseases, mostly myasthenia gravis. The association of thymomas with both pure red cell aplasia (PRCA) and Good's syndrome is exceedingly rare. To the best of our knowledge, the combination of a thymoma with manifestations of myasthenia gravis, PRCA, and Good's syndrome, as in our case herein, has not been described before in the medical literature.

Cervical ganglioneuroma in collision with a metastatic undifferentiated carcinoma.

Cervical ganglioneuromas are extremely rare with approximately six case reports. The current report highlights a unique collision tumor between a cervical ganglioneuroma and a metastatic undifferentiated carcinoma arising from a primary gingival mass. A 53-year-old male presented with a 2 cm left gingival mass that was excised and treated with systemic chemotherapy.

KIR genotype distribution among Lebanese patients with Hodgkin's lymphoma.

Introduction: In addition to their important role in fighting infection, natural killer cells are cytotoxic to cancer cells. Studies demonstrated that some KIR genes were responsible for the reduction of the risk of Hodgkin's lymphoma (HL) while others were associated with an increased risk of HL.

Aim: The aim of this study is to assess KIR genotypic distribution in Lebanese patients with Hodgkin's lymphoma.

BRCA1 and BRCA2 mutations in ethnic Lebanese Arab women with high hereditary risk breast cancer.

Purpose: Breast cancer is the most common malignancy among women in Lebanon and in Arab countries, with 50% of cases presenting before the age of 50 years.

Methods: Between 2009 and 2012, 250 Lebanese women with breast cancer who were considered to be at high risk of carrying BRCA1 or BRCA2 mutations because of presentation at young age and/or positive family history (FH) of breast or ovarian cancer were recruited. Clinical data were analyzed statistically.

A nationwide non-interventional epidemiological data registry on myelodysplastic syndromes in Lebanon.

Myelodysplastic syndromes (MDS) are a heterogeneous group of clonal hematopoietic disorders characterized by peripheral blood cytopenias, blood cells dysplasia, and increased risk for progression to acute leukemia.Physicians should be vigilant in diagnosing MDS and should be aware of the contemporary therapies that are always in progress. Most of the data on MDS epidemiology and management comes from developed countries.

Pharmacogenomics variation in drug metabolizing enzymes and transporters in relation to docetaxel toxicity in Lebanese breast cancer patients: paving the way for OMICs in low and middle income countries.

We investigated the association of genetic polymorphisms in drug metabolizing enzymes (DMEs) and transporters in patients with docetaxel-induced febrile neutropenia, by a new high-throughput DMEs and transporters (DMETPlus) microarray platform, characterizing 1936 single nucleotide polymorphisms (SNPs) in 225 genes. We recruited 100 Lebanese breast cancer patients from a consecutive cohort of 277 patients who received docetaxel either alone, or in combination with trastuzumab. Out of 100 patients, 18 had developed febrile neutropenia (cases).

A collaborative nationwide lymphoma study in Lebanon: incidence of various subtypes and analysis of associations with viruses.

Incidence of various Hodgkin (HL) and non-Hodgkin lymphoma (NHL) subtypes and association with viruses in Lebanon are not known. We undertook a nationwide study of 272 patients diagnosed with lymphoma in 2007. HL comprised 32.

Genetic polymorphisms of CYP2E1, GST, and NAT2 enzymes are not associated with risk of breast cancer in a sample of Lebanese women.

Changes in the activity of drug metabolizing enzymes (DMEs) are potentially associated with cancer risk. This relationship is attributed to their involvement in the bioactivation of multiple procarcinogens or the metabolism of multiple substrates including an array of xenobiotics and environmental carcinogens. 326 Lebanese women of whom 99 were cancer free (controls) and 227 were diagnosed with breast cancer (cases) were included.

Recurrent jejunal bleeding due to angiodysplasia in a Bernard-Soulier patient.

Angiodysplasia of the gastrointestinal tract consists of ectasia of the submucosal vessels of the bowels and may lead to acute or chronic bleeding. The presence of a coagulopathy will increase the frequency and the severity of gastrointestinal bleeding, whether spontaneously or medically. In literature, few cases of Bernard-Soulier syndrome associated with gastrointestinal angiodysplasia have been reported.

JAK2 V617F gene mutation in the laboratory work-up of myeloproliferative disorders: experience of a major referral center in Lebanon.

Aims: JAK2 V617F mutation is gaining more acceptance in laboratory testing as part of the differential diagnosis work-up of myeloproliferative disorders (MPD). This report is the first of its kind from Lebanon that analyzes the distribution of this mutation among a series of referred cases to a major tertiary referral center.

Methods: Real-time polymerase chain reaction using JAK2 V617F MutaScreen assay (IPSOGEN Cancer Profiler) was performed on 229 patients.

Ratio between positive lymph nodes and total excised axillary lymph nodes as an independent prognostic factor for overall survival in patients with nonmetastatic lymph node-positive breast cancer.

BACKGROUND.: The status of the axillary lymph nodes in nonmetastatic lymph node-positive breast cancer (BC) patients remains the single most important determinant of overall survival (OS). Although the absolute number of nodes involved with cancer is important for prognosis, the role of the total number of excised nodes has received less emphasis.

Chronic lymphocytic leukemia associated with myelodysplastic syndrome with ring sideroblasts.

Diagnosis of myelodysplastic syndrome/acute myeloid leukemia (MDS/AML) and chronic lymphocytic leukemia (CLL) in the same patient is extremely rare. We describe a 69-year-old CLL patient who developed MDS with ring sideroblasts 1 year after diagnosis of CLL and without any previous treatment. Diagnosis was based on flow cytometry, bone marrow aspirate morphology, and iron stain.

Long-term outcome of adult acute lymphoblastic leukemia in Lebanon: a single institution experience from the American University of Beirut.

Background And Objectives: The most important studies about outcome of acute leukemia come from developed countries, whereas most of the patients with this disease are in developing countries. We report predictive and prognostic factors in patients with acute lymphoblastic leukemia (ALL) in a tertiary care center in a developing country.

Patients And Methods: We retrospectively reviewed the records of adult patients with acute leukemia who were referred to the American University of Beirut Medical Center between 1996 and early 2006.

Ratio between positive lymph nodes and total excised axillary lymph nodes as an independent prognostic factor for overall survival in patients with nonmetastatic lymph node-positive breast cancer.

Background: The status of the axillary lymph nodes in nonmetastatic lymph node-positive breast cancer (BC) patients remains the single most important determinant of overall survival (OS). Although the absolute number of nodes involved with cancer is important for prognosis, the role of the total number of excised nodes has received less emphasis. Thus, several studies have focused on the utility of the axillary lymph node ratio (ALNR) as an independent prognostic indicator of OS.

Ratio between positive lymph nodes and total excised axillary lymph nodes as an independent prognostic factor for overall survival in patients with nonmetastatic lymph node-positive breast cancer.

Background: The status of the axillary lymph nodes in nonmetastatic lymph node-positive breast cancer (BC) patients remains the single most important determinant of overall survival (OS). Although the absolute number of nodes involved with cancer is important for prognosis, the role of the total number of excised nodes has received less emphasis. Thus, several studies have focused on the utility of the axillary lymph node ratio (ALNR) as an independent prognostic indicator of OS.