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1.
J Med Case Rep ; 18(1): 296, 2024 Jun 28.
Artigo em Inglês | MEDLINE | ID: mdl-38937808

RESUMO

BACKGROUND: Pseudomyxoma peritonei is an infrequent condition with a global annual incidence of only one to two cases per million people. Mucinous neoplasms, widespread intraperitoneal implants, and mucinous ascites characterize it. Currently, most clinicians misdiagnose this condition, which leads to delayed management. CASE PRESENTATION: A 44-year-old North Indian female presented with a 1.5-month history of an abdominal lump. Physical examination revealed a sizeable abdominopelvic mass at 36 weeks. Contrast-enhanced computed tomography showed a massive multiloculated right ovarian cystic mass measuring 28 × 23 × 13 cm with mild ascites and elevated carcinoembryonic antigen levels (113.75 ng/ml). A provisional diagnosis of ovarian mucinous neoplasm was made, for which the patient underwent laparotomy. Intraoperatively, there were gross mucinous ascites, along with a large, circumscribed, ruptured right ovarian tumor filled with gelatinous material. The appendicular lump was also filled with mucinous material along with the omentum, ascending colon, right lateral aspect of the rectum, splenic surface, and small bowel mesentery. Cytoreductive surgery was performed along with an oncosurgeon, including total abdominal hysterectomy with bilateral salpingoophorectomy, omentectomy, right hemicolectomy, lower anterior resection, ileo-transverse stapled anastomosis with proximal ileal loop diversion stoma, excision of multiple peritoneal gelatinous implants, and peritoneal lavage. Histopathology and immunohistochemistry confirmed the presence of intestinal-type mucinous carcinoma. Postoperatively, the patient was given six cycles of chemotherapy. She tolerated it without any specific morbidity and had an uneventful recovery. Postoperative follow-up at 15 months revealed normal tumor marker levels and abdominal computed tomography findings and no signs suggestive of local recurrence or distal metastases. CONCLUSIONS: Pseudomyxoma peritonei is a rare disease that is frequently misdiagnosed in the preoperative phase. Therefore, radiologists and clinicians should maintain a high index of suspicion for accurate diagnosis and multidisciplinary management.


Assuntos
Neoplasias Peritoneais , Pseudomixoma Peritoneal , Humanos , Feminino , Pseudomixoma Peritoneal/diagnóstico , Pseudomixoma Peritoneal/cirurgia , Pseudomixoma Peritoneal/patologia , Pseudomixoma Peritoneal/diagnóstico por imagem , Adulto , Neoplasias Peritoneais/diagnóstico , Neoplasias Peritoneais/cirurgia , Neoplasias Peritoneais/diagnóstico por imagem , Neoplasias Peritoneais/patologia , Tomografia Computadorizada por Raios X , Procedimentos Cirúrgicos de Citorredução , Neoplasias Ovarianas/diagnóstico , Neoplasias Ovarianas/cirurgia , Neoplasias Ovarianas/patologia , Neoplasias Ovarianas/diagnóstico por imagem , Ascite/etiologia , Histerectomia , Resultado do Tratamento
2.
Nat Comput Sci ; 4(1): 57-65, 2024 Jan.
Artigo em Inglês | MEDLINE | ID: mdl-38177490

RESUMO

Modern city governance relies heavily on crowdsourcing to identify problems such as downed trees and power lines. A major concern is that residents do not report problems at the same rates, with heterogeneous reporting delays directly translating to downstream disparities in how quickly incidents can be addressed. Here we develop a method to identify reporting delays without using external ground-truth data. Our insight is that the rates at which duplicate reports are made about the same incident can be leveraged to disambiguate whether an incident has occurred by investigating its reporting rate once it has occurred. We apply our method to over 100,000 resident reports made in New York City and to over 900,000 reports made in Chicago, finding that there are substantial spatial and socioeconomic disparities in how quickly incidents are reported. We further validate our methods using external data and demonstrate how estimating reporting delays leads to practical insights and interventions for a more equitable, efficient government service.

3.
Nat Commun ; 14(1): 8143, 2023 Dec 08.
Artigo em Inglês | MEDLINE | ID: mdl-38065951

RESUMO

Neural networks are powerful tools for solving complex problems, but finding the right network topology for a given task remains an open question. Biology uses neurogenesis and structural plasticity to solve this problem. Advanced neural network algorithms are mostly relying on synaptic plasticity and learning. The main limitation in reconciling these two approaches is the lack of a viable hardware solution that could reproduce the bottom-up development of biological neural networks. Here, we show how the dendritic growth of PEDOT:PSS-based fibers through AC electropolymerization can implement structural plasticity during network development. We find that this strategy follows Hebbian principles and is able to define topologies that leverage better computing performances with sparse synaptic connectivity for solving non-trivial tasks. This approach is validated in software simulation, and offers up to 61% better network sparsity on classification and 50% in signal reconstruction tasks.

4.
Dev Biol ; 504: 58-74, 2023 12.
Artigo em Inglês | MEDLINE | ID: mdl-37739118

RESUMO

The Sonic hedgehog (SHh) signaling pathway is an imperative operating network that helps in regulates the critical events during the development processes like multicellular embryo growth and patterning. Disruptions in SHh pathway regulation can have severe consequences, including congenital disabilities, stem cell renewal, tissue regeneration, and cancer/tumor growth. Activation of the SHh signal occurs when SHh binds to the receptor complex of Patch (Ptc)-mediated Smoothened (Smo) (Ptc-smo), initiating downstream signaling. This review explores how pharmacological modulation of the SHh pathway affects angiogenesis through canonical and non-canonical pathways. The canonical pathway for angiogenesis involves the activation of angiogenic cytokines such as fibroblast growth factor (FGF), vascular endothelial growth factor (VEGF), placental growth factor (PGF), hepatocyte growth factor (HGF), platelet-derived growth factor (PDGF), stromal cell-derived factor 1α, transforming growth factor-ß1 (TGF-ß1), and angiopoietins (Ang-1 and Ang-2), which facilitate the process of angiogenesis. The Non-canonical pathway includes indirect activation of certain pathways like iNOS/Netrin-1/PKC, RhoA/Rock, ERK/MAPK, PI3K/Akt, Wnt/ß-catenin, Notch signaling pathway, and so on. This review will provide a better grasp of the mechanistic approach of SHh in mediating angiogenesis, which can aid in the suppression of certain cancer and tumor growths.


Assuntos
Proteínas Hedgehog , Neoplasias , Feminino , Humanos , Proteínas Hedgehog/metabolismo , Fator A de Crescimento do Endotélio Vascular/metabolismo , Fosfatidilinositol 3-Quinases/metabolismo , Fator de Crescimento Placentário , Transdução de Sinais/fisiologia
5.
Anticancer Agents Med Chem ; 23(10): 1104-1121, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-35379128

RESUMO

BACKGROUND: The side effects of ionising radiation include skin changes, dry mouth, hair loss, low blood count, and the mutagenic effect on normal cells when utilized in radiotherapy for cancer treatment. These radiations can cause damage to the cell membrane, lipids, proteins, and DNA and generate free radicals. Evidence reports stated that radiotherapy accounts for 17-19% of secondary malignancies, labelling this treatment option a double-edged sword. OBJECTIVE: Radioprotective molecules are used for mitigating radiotherapy's side effects. These agents show free radical scavenging, antioxidant, collagen synthesis inhibition, protease inhibition, immune stimulation, increased cytokine production, electron transfer, and toxicity reduction properties. The most frequently used amifostine has an array of cancer applications, showing multitarget action as nephroprotective to cisplatin and reducing the chances of xerostomia. Many other agents, such as metformin, edaravone, mercaptopropionylglycine, in specific diseases, such as diabetes, cerebral infarction, cystinuria, have shown radioprotective action. This article will discuss potentially repurposed radioprotectors that can be used in the clinical setting, along with a brief discussion on specific synthetic agents like amifostine and PrC-210. METHODS: Rigorous literature search using various electronic databases, such as PubMed, ScienceDirect, Scopus, EMBASE, Bentham Science, Cochrane Library, etc., was made. Peer-review research and review papers were selected, studied, reviewed, and analysed. CONCLUSION: Safety and risk-free treatment can be guaranteed with the repurposed agents. Agents like metformin, captopril, nifedipine, simvastatin, and various others have shown potent radioprotective action in various studies. This review compiled repurposed synthetic radioprotective agents.


Assuntos
Amifostina , Neoplasias , Protetores contra Radiação , Humanos , Protetores contra Radiação/farmacologia , Amifostina/farmacologia , Amifostina/uso terapêutico , Neoplasias/tratamento farmacológico
6.
Curr Drug Deliv ; 20(6): 708-729, 2023.
Artigo em Inglês | MEDLINE | ID: mdl-35993477

RESUMO

The conventional oral drug delivery systems face a lot of difficulties in the gastrointestinal tract, such as inappropriate drug release and reduction in the efficacy of the doses, which makes this system less susceptible to the delivery of drug formulation. For the enhancement of therapeutic efficacy and bioavailability of the drug, many efforts have been made. The drug candidates which are not stable at alkaline pH and soluble in acidic medium were selected to increase their therapeutic effectiveness through gastro retentive drug delivery systems (GRDDS). This article discusses various factors which alter the gastro retention time (GRT) of the gastro retentive drug delivery system in the stomach and intestine (duodenum). It emphasizes on the novel approaches made for the delivery and release of drugs with the use of magnetic systems, floating (low-density) systems, super porous hydrogels, raft systems, mucoadhesive systems, high-density systems and expandable systems. Along with the applications, the key aspects of in vivo, in vitro & clinical studies in different approaches to GRDDS have been addressed. In addition, future perspectives have been summarized to reduce gastric transit time in fasting and fed conditions.


Assuntos
Sistemas de Liberação de Medicamentos , Mucosa Gástrica , Mucosa Gástrica/metabolismo , Composição de Medicamentos , Liberação Controlada de Fármacos , Disponibilidade Biológica , Preparações de Ação Retardada
7.
Front Hum Neurosci ; 16: 1051463, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36561835

RESUMO

Emotion classification using electroencephalography (EEG) data and machine learning techniques have been on the rise in the recent past. However, past studies use data from medical-grade EEG setups with long set-up times and environment constraints. This paper focuses on classifying emotions on the valence-arousal plane using various feature extraction, feature selection, and machine learning techniques. We evaluate different feature extraction and selection techniques and propose the optimal set of features and electrodes for emotion recognition. The images from the OASIS image dataset were used to elicit valence and arousal emotions, and the EEG data was recorded using the Emotiv Epoc X mobile EEG headset. The analysis is carried out on publicly available datasets: DEAP and DREAMER for benchmarking. We propose a novel feature ranking technique and incremental learning approach to analyze performance dependence on the number of participants. Leave-one-subject-out cross-validation was carried out to identify subject bias in emotion elicitation patterns. The importance of different electrode locations was calculated, which could be used for designing a headset for emotion recognition. The collected dataset and pipeline are also published. Our study achieved a root mean square score (RMSE) of 0.905 on DREAMER, 1.902 on DEAP, and 2.728 on our dataset for valence label and a score of 0.749 on DREAMER, 1.769 on DEAP, and 2.3 on our proposed dataset for arousal label.

8.
Front Neurosci ; 16: 983950, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36340782

RESUMO

This study proposes voltage-dependent-synaptic plasticity (VDSP), a novel brain-inspired unsupervised local learning rule for the online implementation of Hebb's plasticity mechanism on neuromorphic hardware. The proposed VDSP learning rule updates the synaptic conductance on the spike of the postsynaptic neuron only, which reduces by a factor of two the number of updates with respect to standard spike timing dependent plasticity (STDP). This update is dependent on the membrane potential of the presynaptic neuron, which is readily available as part of neuron implementation and hence does not require additional memory for storage. Moreover, the update is also regularized on synaptic weight and prevents explosion or vanishing of weights on repeated stimulation. Rigorous mathematical analysis is performed to draw an equivalence between VDSP and STDP. To validate the system-level performance of VDSP, we train a single-layer spiking neural network (SNN) for the recognition of handwritten digits. We report 85.01 ± 0.76% (Mean ± SD) accuracy for a network of 100 output neurons on the MNIST dataset. The performance improves when scaling the network size (89.93 ± 0.41% for 400 output neurons, 90.56 ± 0.27 for 500 neurons), which validates the applicability of the proposed learning rule for spatial pattern recognition tasks. Future work will consider more complicated tasks. Interestingly, the learning rule better adapts than STDP to the frequency of input signal and does not require hand-tuning of hyperparameters.

9.
Neurochem Res ; 47(5): 1125-1149, 2022 May.
Artigo em Inglês | MEDLINE | ID: mdl-34982393

RESUMO

It is considered a significant challenge to understand the neuronal cell death mechanisms with a suitable cure for neurodegenerative disorders in the coming years. Calpains are one of the best-considered "cysteine proteases activated" in brain disorders. Calpain is an important marker and mediator in the pathophysiology of neurodegeneration. Calpain activation being the essential neurodegenerative factor causing apoptotic machinery activation, it is crucial to develop reliable and effective approaches to prevent calpain-mediated apoptosis in degenerating neurons. It has been recently seen that the "inhibition of calpain activation" has appeared as a possible therapeutic target for managing neurodegenerative diseases. A systematic literature review of PubMed, Medline, Bentham, Scopus, and EMBASE (Elsevier) databases was conducted. The present article reviews the basic pathobiology and role of selective calpain inhibitors used in various neurodegenerative diseases as a therapeutic target.


Assuntos
Doenças Neurodegenerativas , Apoptose , Calpaína/fisiologia , Humanos , Doenças Neurodegenerativas/tratamento farmacológico
10.
Curr Drug Targets ; 23(3): 286-310, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-34238153

RESUMO

Monoamine oxidase (MAO) is an enzyme that catalyzes the deamination of monoamines and other proteins. MAO's hyperactivation results in the massive generation of reactive oxygen species, which leads to a variety of neurological diseases such as Alzheimer's disease, Parkinson's disease, amyotrophic lateral sclerosis, Huntington's disease, and depression-like disorders. Although synthetic MAO inhibitors are clinically available, they are associated with side effects such as hepatotoxicity, cheese reaction, hypertensive crisis, and so on, necessitating the investigation of alternative MAO inhibitors from a natural source with a safe profile. Herbal medications have a significant impact on the prevention of many diseases; additionally, they have fewer side effects and serve as a precursor for drug development. This review discusses the potential of herbal MAO inhibitors as well as their associated mechanism of action, with an aim to foster future research on herbal MAO inhibitors as a potential treatment for neurological diseases.


Assuntos
Doença de Alzheimer , Doença de Parkinson , Doença de Alzheimer/tratamento farmacológico , Humanos , Monoaminoxidase/metabolismo , Inibidores da Monoaminoxidase/farmacologia , Inibidores da Monoaminoxidase/uso terapêutico , Doença de Parkinson/tratamento farmacológico
11.
Neurochem Res ; 46(12): 3103-3122, 2021 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-34386919

RESUMO

Apoptosis is an intrinsic biochemical, cellular process that regulates cell death and is crucial for cell survival, cellular homeostasis, and maintaining the optimum functional status. Apoptosis in a predetermined and programmed manner regulates several molecular events, including cell turnover, embryonic development, and immune system functions but may be the exclusive contributor to several disorders, including neurodegenerative manifestations, when it functions in an aberrant and disorganized manner. Alzheimer's disease (AD) is a fatal, chronic neurodegenerative disorder where apoptosis has a compelling and divergent role. The well-characterized pathological features of AD, including extracellular plaques of amyloid-beta, intracellular hyperphosphorylated tangles of tau protein (NFTs), inflammation, mitochondrial dysfunction, oxidative stress, and excitotoxic cell death, also instigate an abnormal apoptotic cascade in susceptible brain regions (cerebral cortex, hippocampus). The apoptotic players in these regions affect cellular organelles (mitochondria and endoplasmic reticulum), interact with trophic factors, and several pathways, including PI3K/AKT, JNK, MAPK, mTOR signalling. This dysregulated apoptotic cascade end with an abnormal neuronal loss which is a primary event that may precede the other events of AD progression and correlates well with the degree of dementia. The present review provides insight into the diverse and versatile apoptotic mechanisms that are indispensable for neuronal survival and constitute an integral part of the pathological progression of AD. Identification of potential targets (restoring apoptotic and antiapoptotic balance, caspases, TRADD, RIPK1, FADD, TNFα, etc.) may be valuable and advantageous to decide the fate of neurons and to develop potential therapeutics for treatment of AD.


Assuntos
Doença de Alzheimer/patologia , Proteínas Reguladoras de Apoptose/metabolismo , Apoptose , Fármacos Neuroprotetores/farmacologia , Doença de Alzheimer/tratamento farmacológico , Doença de Alzheimer/metabolismo , Animais , Humanos
12.
Neurochem Res ; 46(11): 2800-2831, 2021 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-34282491

RESUMO

Cerebral ischemic injury is a leading cause of death and long-term disability throughout the world. Peroxisome proliferator-activated receptor gamma (PPAR-É£) is a ligand-activated nuclear transcription factor that is a member of the PPAR family. PPAR-É£ has been shown in several in vitro and in vivo models to prevent post-ischemic inflammation and neuronal damage by negatively controlling the expression of genes modulated by cerebral ischemic injury, indicating a neuroprotective effect during cerebral ischemic injury. A extensive literature review of PubMed, Medline, Bentham, Scopus, and EMBASE (Elsevier) databases was carried out to understand the nature of the extensive work done on the mechanistic role of Peroxisome proliferator activated receptor gamma and its modulation in Cerebral ischemic injury. PPAR-É£ can interact with specific DNA response elements to control gene transcription and expression when triggered by its ligand. It regulates lipid metabolism, improves insulin sensitivity, modulates antitumor mechanisms, reduces oxidative stress, and inhibits inflammation. This review article provides insights on the current state of research into the neuroprotective effects of PPAR-É£ in cerebral ischemic injury, as well as the cellular and molecular mechanisms by which these effects are modulated, such as inhibition of inflammation, reduction of oxidative stress, suppression of pro-apoptotic production, modulation of transcription factors, and restoration of injured tissue through neurogenesis and angiogenesis.


Assuntos
Isquemia Encefálica/tratamento farmacológico , Isquemia Encefálica/metabolismo , Sistemas de Liberação de Medicamentos/métodos , Fármacos Neuroprotetores/administração & dosagem , PPAR gama/agonistas , PPAR gama/metabolismo , Animais , Encéfalo/efeitos dos fármacos , Encéfalo/metabolismo , Sistemas de Liberação de Medicamentos/tendências , Humanos , Neurônios/efeitos dos fármacos , Neurônios/metabolismo
13.
Biomolecules ; 11(5)2021 04 30.
Artigo em Inglês | MEDLINE | ID: mdl-33946488

RESUMO

Alzheimer's disease (AD) is an incurable, neuropsychiatric, pathological condition that deteriorates the worth of geriatric lives. AD is characterized by aggregated senile amyloid plaques, neurofibrillary tangles, neuronal loss, gliosis, oxidative stress, neurotransmitter dysfunction, and bioenergetic deficits. The changes in GIT composition and harmony have been recognized as a decisive and interesting player in neuronal pathologies including AD. Microbiota control and influence the oxidoreductase status, inflammation, immune system, and the endocrine system through which it may have an impact on the cognitive domain. The altered and malfunctioned state of microbiota is associated with minor infections to complicated illnesses that include psychosis and neurodegeneration, and several studies show that microbiota regulates neuronal plasticity and neuronal development. The altered state of microbiota (dysbiosis) may affect behavior, stress response, and cognitive functions. Chronic stress-mediated pathological progression also has a well-defined role that intermingles at various physiological levels and directly impacts the pathological advancement of AD. Chronic stress-modulated alterations affect the well-established pathological markers of AD but also affect the gut-brain axis through the mediation of various downstream signaling mechanisms that modulate the microbial commensals of GIT. The extensive literature reports that chronic stressors affect the composition, metabolic activities, and physiological role of microbiota in various capacities. The present manuscript aims to elucidate mechanistic pathways through which stress induces dysbiosis, which in turn escalates the neuropathological cascade of AD. The stress-dysbiosis axis appears a feasible zone of work in the direction of treatment of AD.


Assuntos
Doença de Alzheimer/etiologia , Disbiose , Microbioma Gastrointestinal , Sistema Hipotálamo-Hipofisário , Estresse Fisiológico , Fatores Etários , Animais , Encéfalo/fisiologia , Dieta , Humanos , Inflamação/metabolismo , Probióticos/farmacologia , Transtornos do Sono-Vigília
14.
Brain Res ; : 147399, 2021 Mar 02.
Artigo em Inglês | MEDLINE | ID: mdl-33662337

RESUMO

The cerebral ischemic reperfusion injury may leads to morbidity and mortality in patients. phosphatidylinositol 3-kinase (PI3K) signaling pathway has been believed to work in association with its downstream targets, other receptors, and pathways that may offer antioxidant, anti-inflammatory, anti-apoptotic effects, neuroprotective role in neuronal excitotoxicity. This review elaborates the mechanistic interventions of the PI3K pathway in cerebral ischemic injury in context to nuclear factor erythroid 2-related factor 2 (Nrf2) regulation, Hypoxia-inducible factor 1 signaling (HIF-1), growth factors, Endothelial NOS (eNOS) proinflammatory cytokines, Erythropoietin (EPO), Phosphatase and tensin homologous protein of chromosome 10 gene (PTEN) signaling, NF-κB/Notch signaling, c-Jun N-terminal kinase (JNK) and Glycogen synthase kinase-3ß (GSK-3ß) signaling pathway. Evidences showing the activation of PI3K inhibits apoptotic pathway, which results in its neuroprotective effect in ischemic injury. Despite discussing the therapeutic role of the PI3K pathway in treating cerebral ischemic injury, the review also enlighten the selective modulation of PI3K pathway with activators and inhibitors which may provide promising results in clinical and preclinical settings.

15.
J Orthop Surg (Hong Kong) ; 27(1): 2309499018822242, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-30798734

RESUMO

AIM: The aim of this study was to assess outcomes of biological (nonvascularized fibula grafts and extracorporeal irradiated autologous bone grafts) methods used for reconstruction of intercalary defects after resection of femoral diaphyseal tumors. MATERIALS AND METHODS: This study included 28 patients who had undergone intercalary resection in femoral diaphyseal tumors between 2011 and 2016. The mean follow-up period was 24 months (range 12-57 months). RESULTS: The mean union time for diaphyseo-diaphyseal union was 10.5 and 11 months in nonvascularized fibula group and extracorporeal radiotherapy (ECRT) group, respectively. The mean union time for metaphyseo-diaphyseal union was 6.5 months in both nonvascularized fibula and ECRT groups. Six patients had distant metastasis, and one patient had local recurrence. The mean Musculoskeletal Tumor Society score was 28 at the last follow-up. Two patients had surgical site infection in the nonvascularized fibula group. Implant failure was found in one patient of the ECRT group requiring revision surgery. Three patients had nonunion (two from the nonvascularized fibula group and one from the ECRT group). CONCLUSION: The present study indicates that the biological reconstruction modalities provide good functional outcomes in diaphyseal tumors of femur. Nonvasularized fibula and ECRT-treated autografts reconstruction provides good results, and union timing is comparable. The outcomes of the current study are promising as compared to the results in the reviewed literature. The reconstruction method depends on the resources available at the oncological center and the conversance with the method of the treating surgeon.


Assuntos
Transplante Ósseo/métodos , Neoplasias Femorais/cirurgia , Fêmur/cirurgia , Fíbula/transplante , Procedimentos Ortopédicos/métodos , Adolescente , Adulto , Autoenxertos , Criança , Pré-Escolar , Feminino , Neoplasias Femorais/diagnóstico , Fêmur/diagnóstico por imagem , Fíbula/irrigação sanguínea , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Estadiamento de Neoplasias , Reoperação , Resultado do Tratamento , Adulto Jovem
16.
Proc Natl Acad Sci U S A ; 115(16): E3635-E3644, 2018 04 17.
Artigo em Inglês | MEDLINE | ID: mdl-29615513

RESUMO

Word embeddings are a powerful machine-learning framework that represents each English word by a vector. The geometric relationship between these vectors captures meaningful semantic relationships between the corresponding words. In this paper, we develop a framework to demonstrate how the temporal dynamics of the embedding helps to quantify changes in stereotypes and attitudes toward women and ethnic minorities in the 20th and 21st centuries in the United States. We integrate word embeddings trained on 100 y of text data with the US Census to show that changes in the embedding track closely with demographic and occupation shifts over time. The embedding captures societal shifts-e.g., the women's movement in the 1960s and Asian immigration into the United States-and also illuminates how specific adjectives and occupations became more closely associated with certain populations over time. Our framework for temporal analysis of word embedding opens up a fruitful intersection between machine learning and quantitative social science.


Assuntos
Idioma/história , Aprendizado de Máquina , Racismo/história , Sexismo/história , Estereotipagem , Cultura , Etnicidade , Feminino , História do Século XX , História do Século XXI , Humanos , Internet , Masculino , Grupos Minoritários , Jornais como Assunto , Ocupações , Religião , Mudança Social , Estados Unidos
17.
Niger J Surg ; 23(1): 11-14, 2017.
Artigo em Inglês | MEDLINE | ID: mdl-28584505

RESUMO

INTRODUCTION: Pancreatic trauma is a rare entity occurring in 0.2% of patients with blunt trauma abdomen. Once the diagnosis is made, the management of patients is dependent on multiple variables. Conservative management, suture repair, drainage, and resection have been utilized with varying degree of success. This study is aimed to evaluate the management of patients with pancreatic trauma. MATERIALS AND METHODS: This was a prospective study done in the Department of Surgery in Dayanand Medical College and Hospital where forty hemodynamically stable patients diagnosed to have pancreatic trauma on contrast-enhanced computed tomography abdomen were included in the study. RESULTS: Out of forty patients taken in this study, 38 were male and two were female with age ranging from 3 to 50 years. Road traffic accident was the most common cause of pancreatic injury. Pancreatic injuries were graded according to the American Association for Surgery in Trauma scale. Twelve patients had Grade I and II injuries. Grade III was the most common injury occurring in 14 patients. Twenty-four patients underwent surgical management. Mortality rate was 45% and it was in direct correlation with the severity of injury. CONCLUSION: Grade I and II pancreatic injury can be managed conservatively depending upon the hemodynamic status of the patient. Grade III and IV injuries have a better prognosis if managed surgically.

18.
J Clin Diagn Res ; 10(2): PC20-3, 2016 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-27042519

RESUMO

INTRODUCTION: Blunt Trauma Abdomen (BTA) is the leading cause of morbidity and mortality amongst all age groups. Spectrum of injury may vary from simple to life threatening multi organ involvement and therefore proper assessment and diagnosis becomes very important. AIM: To evaluate the role of serum amylase and lipase in diagnosis of blunt trauma abdomen. MATERIALS AND METHODS: This study was done on 50 patients with diagnosis of BTA admitted in Dayanand Medical College and Hospital, Ludhiana. Serum amylase and lipase levels were estimated on days 1, 3 and 5 of admission. RESULTS: Road side accident was the most common aetiology accounting for 40 patients. Thirty one patients were less than 35 years of age and 42 patients were males. Abdominal tenderness was the most common per abdomen finding, found in 31 patients, followed by distension, found in 21 patients. The most common organ injured was liver, seen in 27 patients. Fifteen patients underwent laparotomy while 35 patients were managed conservatively. There was statistically significant rise in serum amylase levels on days 1, 3 and 5 in patients with small and large intestinal injury. There was statistically significant rise in serum lipase levels on days 1, 3 and 5 in patients with stomach injury. Raised levels of serum amylase and lipase had a statistically significant prediction for the need of surgery in these patients. CONCLUSION: Serum amylase and lipase levels, when coupled with other laboratory tests and imaging modalities, may have significant role in predicting the site of injury as well as the surgical outcome in patients of BTA.

19.
J Clin Diagn Res ; 9(11): PD03-4, 2015 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-26675877

RESUMO

Bronchogenic cysts are developmental foregut anomalies usually located in the mediastinum. A 90% of the bronchogenic cysts occur in the posterior aspect of superior mediastinum. Retroperitoneal location of a bronchogenic cyst is rare. We report a rare case of intra abdominal bronchogenic cyst. A CT scan was done for a 34-year-old female who presented with complains of heaviness in the right flank. CT scan revealed a large cyst of 10 x 6 cm in the right hypochondrium. Cyst was removed laparoscopically and the histopathology revealed a bronchogenic cyst.

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