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Articles 1 - 30 of 99
Full-Text Articles in Pharmaceutical Preparations
Updates To Acne Vulgaris Treatment: A Review Of A Topical Androgen Receptor Inhibitor, Catherine F. Alapatt, Klaudia Matanaj
Updates To Acne Vulgaris Treatment: A Review Of A Topical Androgen Receptor Inhibitor, Catherine F. Alapatt, Klaudia Matanaj
Rowan-Virtua Research Day
Acne Vulgaris is an inflammatory skin disorder that is common among adolescents and young adults. Acne is defined as a chronic inflammatory dermatosis which consists of open comedones (blackheads), closed comedones (whiteheads) and inflammatory lesions.1 There are many ways to combat acne, one of which is to stop the effects of androgens on androgen receptors. Here we will review Clascoterone, a medication approved for the treatment of acne. Clascoterone is the first topical medication to target the hormonal pathogenesis of acne. It was approved by the FDA in 2020 and is effective in treatment of acne vulgaris in patients 12 …
Over The Counter Overdose: A Case Of Tylenol Toxicity, Swet M. Patel, James A. Espinosa, Alan Lucerna
Over The Counter Overdose: A Case Of Tylenol Toxicity, Swet M. Patel, James A. Espinosa, Alan Lucerna
Rowan-Virtua Research Day
We report a case of a 51-year-old man presenting to the Emergency Department (ED) with suicidal ideations (SI) endorsing an intentional overdose of acetaminophen. Just as important is the clinical presentation; it is equally important to obtain a detailed history of patient's presentation leading to the ED visit when evaluating a suicide attempt. Tylenol (acetaminophen) is a common over the counter (OTC) medication available to the public. Management of Tylenol overdose follows a standard outline of things to observe and intervene on. In this case, we discuss how Tylenol overdose is managed in a clinical setting through a patient who …
Evaluation Of The Efficacy Of Novel Drugs And Combinations Against Extensively- And Pan-Drug Resistant Acinetobacter Baumannii Isolates, Keertana Jonnalagadda, Rachel Carr, Valerie Carabetta
Evaluation Of The Efficacy Of Novel Drugs And Combinations Against Extensively- And Pan-Drug Resistant Acinetobacter Baumannii Isolates, Keertana Jonnalagadda, Rachel Carr, Valerie Carabetta
Rowan-Virtua Research Day
Acinetobacter baumannii, a Gram-negative, nosocomial, opportunistic pathogen is commonly infectious in immunocompromised patients. More specifically patients develop healthcare-associated infections (HAI) spanning beyond sepsis, pneumonia, meningitis, and urinary tract infections. Due to its rapid ability to acquire antibiotic resistance, it has raised the necessity to discern a novel therapeutic treatment that can be effectively used against the multidrug resistant (MDR) A. baumannii. Cooper University Hospital (CUH) faced an increased case load of patients that were infected with MDR A. baumannii. The patient isolates obtained from CUH were highly resistant to the 22 standard-of-care antibiotics. With the recent introduction …
The Efficacy Of Baricitinib As A Treatment Option For Alopecia, In Terms Of Promoting Hair Regrowth And Improving Patient Reported Outcomes, Bhaumik Patel, Abhiram Gollapudi, Samrat Gollapudi, Srinidhi Banala, Brian Joseph Mathew, Prince Patel
The Efficacy Of Baricitinib As A Treatment Option For Alopecia, In Terms Of Promoting Hair Regrowth And Improving Patient Reported Outcomes, Bhaumik Patel, Abhiram Gollapudi, Samrat Gollapudi, Srinidhi Banala, Brian Joseph Mathew, Prince Patel
Rowan-Virtua Research Day
Background: Alopecia, an autoimmune condition characterized by hair loss, significantly impacts millions globally, often leading to psychological distress such as anxiety and depression. Current treatments are variably effective and frequently associated with adverse effects that restrict long-term use. This study evaluates the efficacy of Baricitinib, a Janus Kinase inhibitor, in treating severe alopecia, focusing on hair regrowth and patient-reported outcomes.
Methods: This research synthesized data from recent publications (2018-2023) including clinical trials, reviews, meta-analyses, and systematic reviews, sourced from databases such as PubMed, Springer, and Elsevier. The inclusion criteria focused on recent studies in English evaluating Baricitinib's effectiveness in severe …
Out Of Time: Altered Mental Status And Temporal Seizure On Background Of Dementia & Uti, Jennifer Nguyen, Victoria Wong Murray, Judith Anne Lightfoot, Mukarram Razvi, Kasturi Etukuru
Out Of Time: Altered Mental Status And Temporal Seizure On Background Of Dementia & Uti, Jennifer Nguyen, Victoria Wong Murray, Judith Anne Lightfoot, Mukarram Razvi, Kasturi Etukuru
Rowan-Virtua Research Day
Herpes simplex virus is common in the US, with an estimated seroprevalence of HSV-1 of 40% and HSV-2 of 11%. Although herpes encephalitis is rare, with an incidence of roughly 1/100,000 individuals per year in the US, the mortality rate of 70% and rapid progression make identification and treatment imperative.
An 85 year old woman was brought to the emergency department from nursing home with altered mental status of unknown duration in refractory status epilepticus on a background of dementia, history of multiple falls, and indwelling foley catheter in addition to hypertension and bilateral knee replacement. EEG demonstrated abnormal discharges …
Barriers In Obtaining A Naloxone Co-Prescription For Patients Who Are Prescribed Opioids For Pain Management, Sonika Vatsa
Barriers In Obtaining A Naloxone Co-Prescription For Patients Who Are Prescribed Opioids For Pain Management, Sonika Vatsa
Rowan-Virtua Research Day
As the prevalence of chronic pain rises, the number of patients prescribed opioids is increasing. Consequently, the rate of opioid overdose has increased, becoming a public health concern.For these reasons, the Center for Disease Control and Prevention recommended co-prescribing naloxone, a medicine that reverses the effects of opioid overdose.While this medication can be lifesaving, it is not accessible or available to everyone in need of it. A systematic review of existing literature pertaining to the barriers in patients receiving naloxone was conducted to evaluate the major obstacles in patients receiving a naloxone co-prescription. The results show that the major deterrents …
Back From Baclofen: A Case Report Of Baclofen Overdose, Alexis M. Dunn, Andrew M. Vasta, James A. Espinosa, Alan Lucerna
Back From Baclofen: A Case Report Of Baclofen Overdose, Alexis M. Dunn, Andrew M. Vasta, James A. Espinosa, Alan Lucerna
Rowan-Virtua Research Day
We report a case of a 45-year-old female who presented with intentional Baclofen overdose. The patient was lethargic and then quickly unresponsive and hypotensive, intubated by EMS in the field. By the time the patient was admitted to the Intensive Care Unit (ICU), the patient was clinically brain dead. After several days of supportive care, patient slowly, and miraculously, regained full neurologic functioning and was admitted to the Psychiatric Unit.
A Systematic Review On Belimumab’S Effectiveness, Improved Health Outcomes And Quality Of Life In Patients With Lupus Syndromes, Emily Meale, Alexandra Fontaine
A Systematic Review On Belimumab’S Effectiveness, Improved Health Outcomes And Quality Of Life In Patients With Lupus Syndromes, Emily Meale, Alexandra Fontaine
Rowan-Virtua Research Day
Autoimmune diseases are prevalent disorders that many individuals within the United States suffer from. Systemic lupus erythematosus (SLE) is a common autoimmune disease that has a high incidence in women of child-bearing age. Management for lupus depends on the anatomical location SLE manifests, the severity of disease, and the tolerance that one has for certain adverse effects. Glucocorticoids are commonly used to manage lupus. Currently, long term glucocorticoid usage is associated with devastating adverse effects, so current treatment options aim to mitigate corticosteroids use to improve quality of life while maintaining favorable health outcomes. New management for SLE include biologics …
Ketamine For Postpartum Depression: A Systematic Review, Jaylyn Thompson, David F. Lo, Alexis Foschini, Suvan Sundaresh, Don D. Shamilov
Ketamine For Postpartum Depression: A Systematic Review, Jaylyn Thompson, David F. Lo, Alexis Foschini, Suvan Sundaresh, Don D. Shamilov
Rowan-Virtua Research Day
The purpose of this review is to explore perinatal ketamine’s potential for reducing postpartum depression after cesarean section. Articles reviewed from Pubmed, Cochrane, and Web of Science using specific search terms. 8 final papers were used for review after excluding duplicates and irrelevant titles and abstracts. Ketamine showed potential in reducing postpartum depression symptoms post C-section, although some studies reported no significant effects. All studies were randomized control trials. Ketamine may help prevent or lessen postpartum depression symptoms post C-section, but more research is needed to understand dosing and its casual relationship with PPD in this context.
Using Fmri To Assess Effectiveness Of Olanzapine Treatment For Schizophrenia, William Kyle Copenhaver, David F. Lo, Hanna Rothenberg, Eeshan Khurana, Valerie Rome, Uzayr Wasif, Don D. Shamilov
Using Fmri To Assess Effectiveness Of Olanzapine Treatment For Schizophrenia, William Kyle Copenhaver, David F. Lo, Hanna Rothenberg, Eeshan Khurana, Valerie Rome, Uzayr Wasif, Don D. Shamilov
Rowan-Virtua Research Day
Schizophrenia is a complex mental illness with neurobiological underpinnings and misconceptions about violence. Schizophrenia is associated with high levels of creativity and structural traits like fewer D2 receptors. Patients face reduced life expectancy due to cardiovascular diseases and cope through smoking and sedentariness. Treatment involves pharmacological antipsychotics like olanzapine and nonpharmacological approaches. Olanzapine works by antagonizing D2 receptors but has side effects like weight gain and diabetes risk. fMRI is used to study treatment mechanisms and predict response, but research on olanzapine's brain network effects is limited.
Dense Colon Scarring After Infliximab For Acute Severe Ulcerative Colitis, Rahul Patel, Sriya Vutukuru, Neethi Dasu, Charles Snyder
Dense Colon Scarring After Infliximab For Acute Severe Ulcerative Colitis, Rahul Patel, Sriya Vutukuru, Neethi Dasu, Charles Snyder
Rowan-Virtua Research Day
Introduction: Infliximab is a monoclonal antibody against tumor necrosis factor alpha used in the treatment of ulcerative colitis. It has been shown to be efficacious in patients with moderate to severe ulcerative colitis and/or those who have failed intravenous steroids. We present a unique finding of profoundly dense colonic scarring after a year of infliximab therapy in a patient with acute severe ulcerative colitis.
Case: A female in her early 60s presented to the hospital with a three month history of rectal bleeding and intermittent fevers. A colonoscopy was done which demonstrated severe Mayo 3 left-sided colitis, consistent with a …
Doxazosin Immediate Release As Alternative Treatment For Nightmares In Post-Traumatic Stress Disorder: A Case Report, Danyaal Khan, Christie Richardson, Martin Forsberg
Doxazosin Immediate Release As Alternative Treatment For Nightmares In Post-Traumatic Stress Disorder: A Case Report, Danyaal Khan, Christie Richardson, Martin Forsberg
Rowan-Virtua Research Day
Nightmares and flashbacks are common debilitating symptoms of post-traumatic stress disorder (PTSD) that can disrupt daily functioning in patients. Prazosin, an alpha-1 adrenergic antagonist, has been commonly used off-label for the treatment of PTSD intrusion symptoms, although its short half-life is limiting. Doxazosin, another alpha-1 antagonist, is starting to be investigated in the treatment of PTSD-related nightmares due to its smaller side effect profile and longer half-life. In our case report, we present a case of a patient with PTSD-related nightmares who was successfully treated with doxazosin following relapse of symptoms after discontinuation of prazosin. The success of doxazosin immediate …
Opioid Prescription Rates Before And After Alto Program And Various Factors Affecting Emergency Department Opioid Prescription Rates, Neel B. Patel, James F. Baird
Opioid Prescription Rates Before And After Alto Program And Various Factors Affecting Emergency Department Opioid Prescription Rates, Neel B. Patel, James F. Baird
Rowan-Virtua Research Day
Opioid prescription rates vary between patient population, diagnosis, location, and emergency department characteristics. High prescription rates offer an avenue for potential opioid addiction and overdoses. Alternatives to opioids (ALTO) is a new program already implemented in certain emergency departments to help change opioid prescription rates by introducing new protocols for first line treatments for pain management. With current trends still showing that South Jersey opioids prescription rates are the highest in the state of New Jersey, ALTO was introduced at Inspira Health Network located in South Jersey. This study retrospectively analyzed opioids prescription rates for abdominal pain, renal colic, migraines, …
Ketamine Crisis: Case Report On The Complications Of Ketamine Usage And Its Rise In The United States, Shika Veera, Vajreshwari Shivaprakash Md
Ketamine Crisis: Case Report On The Complications Of Ketamine Usage And Its Rise In The United States, Shika Veera, Vajreshwari Shivaprakash Md
Rowan-Virtua Research Day
The recreational use of ketamine poses various health risks, including addiction, cognitive impairments, and physical harm.
The patient is a 24-year-old female who presented with 30 lbs. unintentional weight loss, generalized weakness, and urinary incontinence over four months. She endorses right upper quadrant and suprapubic pain with occasional gross hematuria. The patient denied recreational drug use. Urine drug screen was negative. Gynecologic exam and STI testing were without concerns. On exam, she had positive right lower quadrant tenderness, suprapubic tenderness, and costovertebral angle tenderness bilaterally. The patient was admitted to the ICU due to weakness and significant hyponatremia at 115. …
Education Of The Effects Of Obesity Medications And A Stepwise Approach To Mitigate Prevalence And Encourage Lifestyle Medicine For Primary Care Physicians, Kiely M. Curran
Department of Nutrition Student Projects
My Capstone project is an Educational Manual that emphasizes a healthcare team approach to the treatment and management of obesity. The Educational Manual consists of a standardized protocol in management of obesity in patients and a document with summarized references for primary care providers; and a simplified document for patient education. There is a growing interest in the usage of obesity medications. The purpose of my Capstone project is to provide a simplified manual for the primary care provider to reference to make knowledgeable and patient-centered decisions in the prescription of obesity medications and decisions in weight-management. My methodology included …
Aspects Of Pharmaceutical Networks, Hannah Rita Joseph, Afia L. Rahaman, Kaya Wilson
Aspects Of Pharmaceutical Networks, Hannah Rita Joseph, Afia L. Rahaman, Kaya Wilson
ENGL 1102 Showcase
The theme of our anthology is different drugs and processes of drug usage in the result how the various aspects of the pharmaceutical companies. We analyze the quality of health that Americans receive from certain parts of the health care industry. We have focused on informing and analyzing the increase of insulin prices, and how that affects Americans everyday lives. The delivery methods of medical cannabis, how each method is effective, and how they are administered. As well as pharmaceutical scams and how it affects elderly people, who rely on medication.
Nebulization Based Inhalation Nanomedicine For Lung Cancer Treatments, Rahul Tiwari, Meghana Kolli, Neeraj Chauhan, Eswara Naga Hanuma, Vivek Kashyap, Subhash Chauhan, Murali Yallapu
Nebulization Based Inhalation Nanomedicine For Lung Cancer Treatments, Rahul Tiwari, Meghana Kolli, Neeraj Chauhan, Eswara Naga Hanuma, Vivek Kashyap, Subhash Chauhan, Murali Yallapu
Research Symposium
Background: Lung cancer is reported to have a high incidence rate and first leading cause of cancer-related morbidity and mortality across the world including in the United States. Noninvasive nebulized inhalation is a promising delivery strategy for lung, which can enhance the targeting efficiency and detention time interval of nanoparticles in the lung tissue, thus elevating the therapeutic index of therapeutic agent(s) at lower dosages. The aim of this study is to develop inhalable nanoparticles (INPs) for effective delivery of therapeutic agents in lung cancer cell lines and ex vivo models.
Methods: The inhalation nanoparticles (INPs) were prepared by solvent …
Evaluation Of Novel Therapeutic Agents For The Treatment Of Chronic Dry Eyes, Lilian Huynh, Evonie Villarete, Surajit Dey
Evaluation Of Novel Therapeutic Agents For The Treatment Of Chronic Dry Eyes, Lilian Huynh, Evonie Villarete, Surajit Dey
Annual Research Symposium
Dry eye disease (DED) is a multifactorial ocular condition, where disrupted tear film stability and ocular surface inflammation affected between 5% to 34% of the worldwide population in 2015 and posed a challenge to conventional ophthalmic treatments. Recent advances have led to potential novel therapeutics aiming to alleviate symptoms and improve patient outcomes.
The Noloco Strategy For Essential Hypertension, F. Matthew Mihelic Md
The Noloco Strategy For Essential Hypertension, F. Matthew Mihelic Md
Faculty Publications
Ninety-nine percent of all “essential” hypertension can be controlled by using the NoLoCo strategy, without causing any significant side-effects and without an increase in insulin resistance. NoLoCo stands for Norvasc (amlodipine), Lozol (indapamide), and Cozaar (losartan), but the medicines are considered and used in reverse order.
Perioperative Ketamine Use For Post Mastectomy Pain, Alessia Cooney, Jaylyn Thompson, Naomi Watkins-Granville
Perioperative Ketamine Use For Post Mastectomy Pain, Alessia Cooney, Jaylyn Thompson, Naomi Watkins-Granville
Rowan-Virtua Research Day
PMPS is defined as chronic neuropathic pain following breast cancer procedures in the ipsilateral arm, chest wall, axilla or shoulder.1-3 Approximately 20 to 50% of post mastectomy patients suffer from Post Mastectomy Pain Syndrome (PMPS).1 With more than 3.8 million breast cancer survivors, due to advances in treatment, there is increased importance in findings ways to better manage the quality of life of breast cancer survivors.1,4 Ketamine induces analgesic effects through its non-competitive antagonism of NDMA receptors.5 Low doses of ketamine infusion (20–30 mg x h−1) have been shown to produce analgesia in neuropathic pain states with benefits lasting up …
Maldi-Tof Ms Based Proteomic Fingerprinting Of Total Serum Plasma For Somatic Pain Syndromes, Isaiah Pinkerton, Venkateswar Venkataraman
Maldi-Tof Ms Based Proteomic Fingerprinting Of Total Serum Plasma For Somatic Pain Syndromes, Isaiah Pinkerton, Venkateswar Venkataraman
Rowan-Virtua Research Day
There are racial and ethnic disparities regarding pain management within the United States, and that disproportionately affects women of color. There is also a fundamental lack of information regarding the biological mechanism by which pain sensitization and perception occurs, and how it could be affected by both neurologic and somatic pain syndromes.
Methods: Research was performed on principal electronic scientific databases including Google Scholar, PubMed, and Embase with search terms “MALDI-TOF”, “ESI-MS”, “Pain”, and “Biomarkers”, as well as other modifiers to narrow the literature search.
Results: Studies on comparison between MALDI-TOF and other traditional analysis platforms, including Electrospray Ionization (ESI-MS), …
Chemical Restraints In The Emergency Department, Nicholas Noffsinger
Chemical Restraints In The Emergency Department, Nicholas Noffsinger
Rowan-Virtua Research Day
Chemical restraint is a critical intervention used in emergency departments to manage acutely agitated or violent patients. It involves the administration of medication to induce sedation and control behavior, with the goal of ensuring patient and staff safety while allowing necessary medical interventions to be performed. However, the use of chemical restraints necessitates close observation of vital signs and any potential side effects, as well as careful consideration of patient-specific considerations.
Brash Syndrome Case Report And Brief Review, Kelly Schuitema
Brash Syndrome Case Report And Brief Review, Kelly Schuitema
Rowan-Virtua Research Day
BRASH syndrome is an acronym that stands for bradycardia, renal failure, AV node blocker, shock and hyperkalemia. The syndrome is precipitated by synergism from AV nodal blocking agents and hyperkalemia. The combination of the AV nodal blockade and renal failure leads to a cycle of severe bradycardia and hyperkalemia. We will discuss a case of BRASH syndrome with a 68 year old female who presented with generalized weakness and was found to be hypotensive, bradycardia, in acute renal failure with hyperkalemia likely related to metoprolol and amlodipine use.
Characterization Of Antibiotic Susceptibility Profiles Of Extensively- And Pan-Drug Resistant Acinetobacter Baumannii Clinical Isolates, Rachel Carr, Justin Halim, Rebecca Fliorent, Henry Fraimow, Dejan Nikolic, Valerie Carabetta
Characterization Of Antibiotic Susceptibility Profiles Of Extensively- And Pan-Drug Resistant Acinetobacter Baumannii Clinical Isolates, Rachel Carr, Justin Halim, Rebecca Fliorent, Henry Fraimow, Dejan Nikolic, Valerie Carabetta
Rowan-Virtua Research Day
Acinetobacter baumannii is an opportunistic pathogen common in intensive care units (ICUs), particularly among immunocompromised individuals. Nosocomial A. baumannii infections have become increasingly problematic in recent years, as these bacteria rapidly acquire antibiotic resistance, leading to the emergence of multidrug, extensively drug and pan drug-resistant (MDR, XDR, and PDR, respectively) isolates. Recently, Cooper University Hospital (CUH) experienced a large increase in highly drug-resistant A. baumannii infections, which had a mortality rate of 60%. Oftentimes, physicians had to turn to combinations of drugs with no experimental verification or historically shelved antibiotics, such as the polymyxins, in a desperate attempt to save …
Brief Review: Iv Fluid Choice In The Emergency Department, Kaywan Saed, James Espinosa, Alan Lucerna
Brief Review: Iv Fluid Choice In The Emergency Department, Kaywan Saed, James Espinosa, Alan Lucerna
Rowan-Virtua Research Day
Normal saline and balanced crystalloids, such as lactated Ringer's (LR) and Plasma-Lyte A, are commonly used in the emergency setting for fluid resuscitation. However, there has been growing interest in recent years in whether balanced crystalloids may be superior to normal saline, particularly in critically ill patients.
Normal saline has been the traditional fluid of choice for decades due to its widespread availability, low cost, and presumed safety. However, normal saline has a high chloride concentration (154 mmol/L), which can lead to hyperchloremic metabolic acidosis and other adverse effects, such as renal vasoconstriction and reduced renal blood flow.
In contrast, …
Leveraging Bio-Inspired Molecules For Cancer Theranostics, Douglas S. Macpherson
Leveraging Bio-Inspired Molecules For Cancer Theranostics, Douglas S. Macpherson
Dissertations, Theses, and Capstone Projects
A variety of molecules can be radiolabeled and delivered to a cancer site for the purposes of diagnostics and therapy. Among the most promising of tumor targeting molecules are peptides and antibodies. These bio-inspired molecules can be designed and synthesized to target and respond to cancer cells based on the properties of those cells. Matrix metalloproteinase (MMP) enzymes are over-expressed by some metastatic cancers, in which they are responsible for the degradation and remodeling of the extracellular matrix. In recent years, MMPs have emerged as promising targets for enzyme-responsive diagnostic probes because oligopeptides can be designed to be selectively hydrolyzed …
Second Generation Phenyloxadiazolyl Methyl Sulfones For Thiol-Specific Bioconjugations, Guillaume Dewaele-Le Roi
Second Generation Phenyloxadiazolyl Methyl Sulfones For Thiol-Specific Bioconjugations, Guillaume Dewaele-Le Roi
Dissertations, Theses, and Capstone Projects
The role of antibody-based molecular agents for diagnosis and therapy of cancer has expanded significantly over the past decades. However, most of these constructs are synthesized using traditional bioconjugation methods based on the random ligations between the molecular cargo and lysine residues within the protein. These non-specific approaches can create poorly defined conjugates with suboptimal immunoreactivity and in vivo performance while Site-specific approaches to antibody bioconjugation based on ligations between maleimides and free cysteine residues have long stood as attractive alternatives. Yet the inherent instability of the thiol-maleimide linkage has fueled the search for new, more stable thiol-reactive prosthetic groups. …
An Acute Respiratory Distress Syndrome Drug Development Collaboration Stimulated By The Virginia Drug Discovery Consortium, John S. Lazo, Ruben M.L. Colunga-Biancatelli, Pavel A. Solopov, John D. Catravas
An Acute Respiratory Distress Syndrome Drug Development Collaboration Stimulated By The Virginia Drug Discovery Consortium, John S. Lazo, Ruben M.L. Colunga-Biancatelli, Pavel A. Solopov, John D. Catravas
Bioelectrics Publications
The genesis of most older medicinal agents has generally been empirical. During the past one and a half centuries, at least in the Western countries, discovering and developing drugs has been primarily the domain of pharmaceutical companies largely built upon concepts emerging from organic chemistry. Public sector funding for the discovery of new therapeutics has more recently stimulated local, national, and international groups to band together and focus on new human disease targets and novel treatment approaches. This Perspective describes one contemporary example of a newly formed collaboration that was simulated by a regional drug discovery consortium. University of Virginia, …
Identifying The Serious Clinical Outcomes Of Adverse Reactions To Drugs By A Multi-Task Deep Learning Framework, Haochen Zhao, Peng Ni, Qichang Zhao, Xiao Liang, Di Ai, Shannon Erhardt, Jun Wang, Yaohang Li, Jiianxin Wang
Identifying The Serious Clinical Outcomes Of Adverse Reactions To Drugs By A Multi-Task Deep Learning Framework, Haochen Zhao, Peng Ni, Qichang Zhao, Xiao Liang, Di Ai, Shannon Erhardt, Jun Wang, Yaohang Li, Jiianxin Wang
Computer Science Faculty Publications
Adverse Drug Reactions (ADRs) have a direct impact on human health. As continuous pharmacovigilance and drug monitoring prove to be costly and time-consuming, computational methods have emerged as promising alternatives. However, most existing computational methods primarily focus on predicting whether or not the drug is associated with an adverse reaction and do not consider the core issue of drug benefit-risk assessment-whether the treatment outcome is serious when adverse drug reactions occur. To this end, we categorize serious clinical outcomes caused by adverse reactions to drugs into seven distinct classes and present a deep learning framework, so-called GCAP, for predicting the …
Frontiers In The Self-Assembly Of Charged Macromolecules, Khatcher O. Margossian
Frontiers In The Self-Assembly Of Charged Macromolecules, Khatcher O. Margossian
Doctoral Dissertations
The self-assembly of charged macromolecules forms the basis of all life on earth. From the synthesis and replication of nucleic acids, to the association of DNA to chromatin, to the targeting of RNA to various cellular compartments, to the astonishingly consistent folding of proteins, all life depends on the physics of the organization and dynamics of charged polymers. In this dissertation, I address several of the newest challenges in the assembly of these types of materials. First, I describe the exciting new physics of the complexation between polyzwitterions and polyelectrolytes. These materials open new questions and possibilities within the context …