Publications by authors named "Gita Patel"

Article Synopsis
  • The study explored using convolutional neural networks (CNNs) to differentiate between pure Ductal Carcinoma In Situ (DCIS) and invasive DCIS using mammographic images.
  • A total of 246 images from 123 patients were analyzed, applying a deep learning architecture with specific configurations to classify the findings.
  • The CNN achieved a diagnostic accuracy of 74.6% with high specificity (91.6%) but relatively lower sensitivity (49.4%), indicating its potential effectiveness in identifying pure DCIS.
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Background: The UK Strategy on Managing High Risk of Serious Harm Offenders with Severe Personality Disorder proposes an important role for offender managers in completing case formulations about such offenders. There is little evidence on whether this can be achieved.

Aim: Our primary aims were to devise, implement and evaluate training in case formulation for offender managers.

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Background And Purpose: Brain metastases from prostate cancer are uncommon and their imaging appearance has not been well defined. The main objectives of this study were to evaluate the incidence, MRI characteristics, and prognosis of parenchymal brain metastases originating in prostate cancer.

Methods: We retrospectively identified 21 patients with prostate cancer and evidence of brain metastases from 2000 to 2010.

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A novel class of mitogen-activated protein kinase-activated protein kinase 2 (MAPKAP-K2) inhibitors was discovered through screening a kinase-focused library. A homology model of MAPKAP-K2 was generated and used to guide the initial SAR studies and to rationalize the observed selectivity over CDK2. An X-ray crystal structure of a compound from the active series bound to crystalline MAPKAP-K2 confirmed the predicted binding mode.

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It is clear that the widespread and injudicious use of antimicrobials has greatly increased the presence of MDROs that threaten the health of all. There is worldwide acknowledgement that this threat is growing, and that prudent use of antimicrobials combined with infection prevention can prevent harm and improve patient safety. Antimicrobial stewardship programs must harness the talents of all members of the health care team to effectively identify the organism, determine its susceptibility, institute any precautions required, and prescribe the narrowest-acting antibiotic that will destroy it.

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Background: Bundles yield a reduction in mortality in patients with sepsis, but the majority of the data is from large academic centers. The ability of a community hospital to implement a sepsis bundle successfully, however, has not been investigated.

Objective: To examine the effect of a collaborative 2-part sepsis bundle on clinical outcomes and mortality at a community hospital.

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Background: Individuals deemed to be of high risk to others, and diagnosed with severe personality disorders have become the focus for developing clinical services in England. Such services often require highly secure accommodation and labour-intensive therapeutic interventions. There is, however, uncertainty about the capacity to engage such patients effectively in therapies.

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Background: Development of hyperglycemia during hospitalization is an area of concern in patients with and without diabetes mellitus. Tight glycemic control has been debated for critically ill and noncritically ill patients with hyperglycemia. Although many studies have been performed in the critically ill, adequate data are not available in the noncritically ill population.

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This comparison of intermittent versus extended-infusion piperacillin-tazobactam among patients with Gram-negative infections revealed similar mortality and length of stay. Outcomes remained similar when stratified by MIC value.

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Study Objective: To compare outcomes and cost for the traditional United States Food and Drug Administration-approved dosing regimen for meropenem versus an alternative dosing regimen providing similar pharmacodynamic exposure with a lower total daily dose.

Design: Retrospective cohort study with a cost-minimization analysis.

Setting: A 417-bed, privately owned community hospital.

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We report an analysis of the value of a second high-dose melphalan autograft, performed at relapse, on a series of newly diagnosed myeloma patients entered into the high-dose program at our center. We conclude that relapse-free survival after the first autograft is a major prognostic factor in determining outcome.

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Induction chemotherapy followed by high-dose melphalan (HDM) is the standard treatment for fitter patients with myeloma. The place of bortezomib and the thalidomide analogues within this treatment paradigm is yet to be established. We sought to identify patients who may benefit from the introduction of novel agents during their initial management.

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