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Deep Learning Technology: Sebastian Arnold, Betty van Aken, Paul Grundmann, Felix A. Gers and Alexander Löser. Learning Contextualized Document Representations for Healthcare Answer Retrieval. The Web Conference 2020 (WWW'20)
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Mild and major neurocognitive disorders are usually associated with but not restricted to the elderly. Unlike delirium, conditions under these disorders develop slowly and are characterized by memory loss. In addition to memory loss and cognitive impairment, other symptoms include aphasia, apraxia, agnosia, loss of abstract thought, behavioral/personality changes, and impaired judgment. There may also be behavioral disturbances including psychosis, mood, and agitation.
Mild and major neurocognitive disorders are differentiated based on the severity of their symptoms. Previously known as dementia, major neurocognitive disorder is characterized by significant cognitive decline and interference with independence, while mild neurocognitive disorder is characterized by moderate cognitive decline and does not interfere with independence. To be diagnosed, it must not be due to delirium or other mental disorder. They are also usually accompanied by another cognitive dysfunction. For non-reversible causes of dementia such as age, the slow decline of memory and cognition is lifelong. It can be diagnosed by screening tests such as the Mini Mental State Examination (MMSE).
Delirium develops rapidly over a short period of time and is characterized by a disturbance in cognition, manifested by confusion, excitement, disorientation, and a clouding of consciousness. Hallucinations and illusions are common, and some individuals may experience acute onset change of consciousness. It is a disorder that makes situational awareness and processing new information very difficult for those diagnosed. It usually has a high rate of onset ranging from minutes to hours and sometimes days, but it does not last for very long, only a few hours to weeks. Delirium can also be accompanied by a shift in attention, mood swings, violent or unordinary behaviors, and hallucinations. It can be caused by a preexisting medical condition. Delirium during a hospital stay can result in a longer stay and more risk of complications and long terms stays.
The emotional symptoms that individuals with DES experience may be quite extreme and can cause extensive problems. They may have difficulty inhibiting many types of emotions such as anger, excitement, sadness, or frustration. Due to multiple impairments of cognitive functioning, there can be much more frustration when expressing certain feelings and understanding how to interpret every day situations. Individuals with DES may have higher levels of aggression or anger because they lack abilities that are related to behavioural control. They can also have difficulty understanding others' points of view, which can lead to anger and frustration.
Dogs with canine cognitive dysfunction may exhibit many symptoms associated senile behavior and dementia. Dogs will often find themselves confused in familiar places of the home, spending long periods of time in one area of the home, not responding to calls or commands, and experiencing abnormal sleeping patterns. Although some of these symptoms may be attributed to old age itself, when they are exhibited together, there is a higher likelihood of CCD.
Symptoms of DES fall into three broad categories: cognitive, emotional and behavioural. Many of the symptoms can be seen as a direct result of impairment to the central executive component of working memory, which is responsible for attentional control and inhibition. Although many of the symptoms regularly co-occur, it is common to encounter patients who have several, but not all symptoms. The accumulated effects of the symptoms have a large impact on daily life.
In order to properly diagnose CCD in dogs, there is a list of symptoms that when observed together, show signs of the disease.
- Disorientation – loss of ability to navigate the house or remember where specific places are (i.e. furniture, corners of rooms)
- Interaction changes – decreased interest in social interaction (i.e. petting, grooming, playing)
- Sleep/wake cycle Changes – restlessness throughout the night, sleeping during the day
- Housebreaking issues – defecating indoors, not signaling to go outside
- Physical activity level – decreased interest in being outside, decreased responses to stimuli (e.g. sounds around home, people)
Any medical causes for these symptoms must be ruled out. Medical diagnoses that may contribute to these symptoms include thyroid disorders, Cushing's disease, diabetes, kidney disease, musculoskeletal disease, cancer, liver problems, and sensory loss. Also, behavioral problems in dogs may be factors that influence these symptoms (i.e. lack of housetraining, lack of social interaction, separation anxiety, phobias, aggression and compulsive disorders).
Cognitive symptoms from steroids appear within the first few weeks of treatment, appear to be dose dependent, and may or may not be accompanied by steroid psychosis or other Cushing's-type symptoms.
The symptoms include deficits in
- verbal and non-verbal memory
- working memory
- attention
- sustained concentration
- executive function
- psychomotor speed
- academic or occupational performance.
These symptoms have been shown to improve within months to a year after discontinuing glucocorticoid medication, but residual impairments following prolonged steroid use can remain.
The causes of CCAS lead to variations in symptoms, but a common core of symptoms can be seen regardless of etiology. Causes of CCAS include cerebellar agenesis, dysplasia and hypoplasia, cerebellar stroke, tumor, cerebellitis, trauma, and neurodegenerative diseases. CCAS can also be seen in children with prenatal, early postnatal, or developmental lesions. In these cases there are lesions of the cerebellum resulting in cognitive and affect deficits. The severity of CCAS varies depending on the site and extent of the lesion. In the original report that described this syndrome, patients with bihemispheric infarction, pancerebellar disease, or large unilateral posterior inferior cerebellar artery (PICA) infarcts had more cognitive deficits than patients with small right PICA infarcts, small right anterior interior cerebellar artery infarcts or superior cerebellar artery (SCA) territory. Overall, patients with damage to either the posterior lobe of the cerebellum or with bilateral lesions had the greatest severity of symptoms, whereas patients with lesions in the anterior lobe had less severe symptoms. In children, it was found that those with astrocytoma performed better than those with medulloblastoma on neuropsychological tests. When diagnosing a patient with CCAS, medical professionals must remember that CCAS has many different causes.
The CCAS has been described in both adults and children. The precise manifestations may vary on an individual basis, likely reflecting the precise location of the injury in the cerebellum. These investigators subsequently elaborated on the affective component of the CCAS, i.e., the neuropsychiatric phenomena. They reported that patients with injury isolated to the cerebellum may demonstrate distractibility, hyperactivity, impulsiveness, disinhibition, anxiety, ritualistic and stereotypical behaviors, illogical thought and lack of empathy, aggression, irritability, ruminative and obsessive behaviors, dysphoria and depression, tactile defensiveness and sensory overload, apathy, childlike behavior, and inability to comprehend social boundaries and assign ulterior motives.
The CCAS can be recognized by the pattern of deficits involving executive function, visual-spatial cognition, linguistic performance and changes in emotion and personality. Underdiagnosis may reflect lack of familiarity of this syndrome in the scientific and medical community. The nature and variety of the symptoms may also prove challenging. Levels of depression, anxiety, lack of emotion, and affect deregulation can vary between patients. The symptoms of CCAS are often moderately severe following acute injury in adults and children, but tend to lessen with time. This supports the view that the cerebellum is involved with the regulation of cognitive processes.
Patients with Kleine–Levin syndrome (KLS) experience reoccurring episodes of prolonged sleep (hypersomnia). In most cases, patients sleep 15 to 21 hours a day during episodes.
Excessive appetite (hyperphagia) and unusual cravings are present in half to two thirds of cases. About half of patients, mainly male patients, experience dramatically increased sexual urges (hypersexuality). Several other symptoms usually accompany the syndrome, including marked changes in mood and cognitive ability. Derealization and severe apathy are present in at least 80 percent of cases. About one third of patients experience hallucinations or delusions. Depression and anxiety occur less commonly; one study found them in about 25 percent of patients. Individuals usually cannot remember what happened during episodes. Repetitive behaviors and headaches are commonly reported. Some patients act very childlike during episodes, and communication skills and coordination sometimes suffer.
Sleep studies of KLS show varying results based on the amount of time the patient is observed. Slow wave sleep is often reduced at the beginning of episodes, and REM sleep is reduced near the end. Conversely, REM sleep is often normal at the beginning, and slow wave sleep is often normal by the conclusion. Stage two non-rapid eye movement sleep is often interrupted during KLS. Studies also show that stage one and three non-rapid eye movement sleep become more efficient when the episodes end. The Multiple Sleep Latency Test has yielded inconsistent results when given to KLS patients. In many cases, hours are spent in a withdrawn sleep-like state while awake during episodes. Most sleep studies have been performed while subject are near the end of their episodes. Some patients experience brief insomnia and become very happy and talkative after the episode ends.
The first time a patient experiences KLS, it usually occurs along with symptoms that are similar to those of the flu or encephalitis. In at least 75 percent of cases, symptoms occur after an airway infection or a fever. Viruses observed before the development of the condition include Epstein-Barr virus, varicella zoster virus, herpes zoster virus, Influenza A virus subtypes, and adenovirus. Several days after symptoms first occur, patients become very tired. In cases that occur after an infection, KLS usually starts within three to five days for teenagers and fewer for children. In other cases, alcohol consumption, head injury, or international travel precede symptoms. Lifestyle habits, such as stress, alcohol abuse and lack of sleep and stress, have also been proposed as possible triggers. First episodes of KLS are preceded by a clear event in about 90 percent of cases. Recurrences generally do not have clear triggers; only about 15 percent have a precipitating event.
The condition generally disrupts the social lives and academic or profession obligations of sufferers. Some patients also gain weight during episodes. The most severe cases cause a long-term impact on mood and cognitive attention. In rare cases, patients experience long-term memory problems.
In patients with KLS, MRI and CT scans show normal brain morphology. When SPECT is performed, hypoperfusion can often be observed in the brain, particularly in the thalamic and frontotemporal areas. The hypoperfusion is significantly diminished between episodes. Serum biology, c-reactive proteins and leptins, the hormonal pituitary axis, and protein in the cerebral spinal fluid (CSF) are normal in KLS patients.
Pseudosenility also reversible dementia is a condition where older people are in a state of memory loss, confusion, or disorientation that may have a cause other than the ordinary aging process. Generally, the term "reversible dementia" is used to describe most cases. A more specific term "Pseudodementia" is referring to "behavioral changes that resembler those of the progressive degenerative dementias, but which are attributable to so-called functional causes".
The "New York Times" reports that illnesses such as the flu and hydrocephalus, as well as side-effects to common medications, can produce symptoms in the elderly that are difficult to distinguish from ordinary dementia caused by aging. However, if the real cause of the effects is caught early enough, the effects can be reversed. According to studies cited in Cunha (1990), approximate 10% to 30% of patients who have exhibited symptoms of dementia might have a treatable or reversible pathologic process to some extent.
Steroid dementia syndrome describes the signs and symptoms of hippocampal and prefrontal cortical dysfunction, such as deficits in memory, attention, and executive function, induced by glucocorticoids. Dementia-like symptoms have been found in some individuals who have been exposed to glucocorticoid medication, often dispensed in the form of asthma, arthritis, and anti-inflammatory steroid medications. The condition reverses, but not always completely, within months after steroid treatment is stopped.
The term "steroid dementia" was coined by Varney et al. (1984) in reference to the effects of long-term glucocorticoid use in 1,500 patients. While the condition generally falls under the classification of Cushing's syndrome, the term "steroid dementia syndrome" is particularly useful because it recognizes both the cause of the syndrome and the specific effects of glucocorticoids on cognitive function. Further, the more precise terminology clearly distinguishes the condition from full-blown Cushing's syndrome, which is extremely broad regarding the causes (endogenous or exogenous, pituitary or adrenal) and the multitude of symptoms (ranging from skin disorders to osteoporosis), and from hypercortisolemia, which identifies neither the source nor the symptoms of excess circulatory cortisol.
In psychology and neuroscience, executive dysfunction, or executive function deficit, is a disruption to the efficacy of the executive functions, which is a group of cognitive processes that regulate, control, and manage other cognitive processes. Executive dysfunction can refer to both neurocognitive deficits and behavioural symptoms. It is implicated in numerous psychopathologies and mental disorders, as well as short-term and long-term changes in non-clinical executive control.
Executive dysfunction is not the same as dysexecutive syndrome, a term coined by Alan Baddeley to describe a common pattern of dysfunction in executive functions, such as deficiencies in planning, abstract thinking, flexibility and behavioural control. This group of symptoms, usually resulting from brain damage, tend to occur together. However, the existence of dysexecutive syndrome is controversial.
Kleine–Levin syndrome (KLS), also known as Sleeping Beauty syndrome, is a rare sleep disorder characterized by persistent episodic hypersomnia and cognitive or mood changes. Many patients also experience hyperphagia, hypersexuality and other symptoms. Patients generally experience recurrent episodes of the condition for more than a decade and may return at a later age. Individual episodes generally last more than a week, some times lasting for months. The condition greatly affects the personal, professional, and social lives of sufferers. The severity of symptoms and the course of the syndrome vary between sufferers. Patients commonly have about 20 episodes over about a decade. Several months generally elapse between episodes. The onset of the condition usually follows a viral infection; several different viruses have been observed to trigger KLS. It is generally only diagnosed after similar conditions have been excluded; MRI, CT scans, lumbar puncture, and toxicology tests are used to rule out other possibilities. The syndrome's mechanism is not known, but the thalamus is thought to possibly play a role. SPECT has shown thalamic hypoperfusion of patients during episodes.
KLS is very rare, occurring at a rate of one in 14 million, which limits research into genetic factors. The condition primarily affects adolescent males, though females can also be affected and the age of onset varies. There is no known cure, and there is little evidence supporting drug treatment. Lithium has been reported to have limited effects in case reports, decreasing the length of episodes and duration between them in some patients. Stimulants have been shown to promote wakefulness during episodes, but they do not counteract cognitive symptoms or decrease the duration of episodes. The condition is named after Willi Kleine and Max Levin, who described cases of the disease in the early 20th century. It was added to the International Classification of Sleep Disorders in 1990.
Movement Disorder
- Dystonia
- Parkinsonism
- Chorea
- Ocular flutter
- Motor tics
Psychiatric Symptoms
- Agitation
- Emotional lability
- Psychosis
- Depression
Associated symptoms
- Encephalopathy
- Sleep disorder
- Reduced consciousness
- Mutism
As certain of pseudodementia remains potentially treatable, it is essential that they are distinguished from primarily dementia of the Alzheimer's type (DAT), and multi-infarct dementia (MID). For instance, pseudodementia associated with depression (DD) has been found as the most frequently appearing, while as many as 10% to 20% patients are misdiagnosed as primary degenerative dementia (PDD) or vice versa. A significant overlapping in cognitive and neuropsychological dysfunction in DD and PDD patients seemed to increase the difficulty in diagnosis. However, differences in the severity of impairment and quality of patients' responses could be observed, and DD patients exhibited a greater depressive symptomatology. Additionally, a test of antisaccadic movements may be used to differentiate DD from PDD patients. as PDD patients significantly display poorer performance on this test. A general comparison between aspects of DD and PDD is shown below.
In general, pseudodementia patients present a considerable cognitive deficits, including disorders in learning, memory and psychomotor performance. Substantial evidences from brain imaging such as CT scanning and positron emission tomography (PET) have also revealed abnormalities in brain structure and function.
Postoperative cognitive dysfunction (POCD) is a decline in cognitive function (especially in memory and executive functions) that may last from a few days to a few weeks after surgery. In rare cases, this disorder may persist for several months after major surgery. POCD is distinct from emergence delirium. It occurs most commonly in older patients and those with pre-existing cognitive impairment.
The causes of POCD are not understood. It does not appear to be caused by lack of oxygen or impaired blood flow to the brain and is equally likely under regional and general anesthesia. It may be mediated by the body's inflammatory response to surgery.
Memory disorders are the result of damage to neuroanatomical structures that hinders the storage, retention and recollection of memories. Memory disorders can be progressive, including Alzheimer's disease, or they can be immediate including disorders resulting from head injury.
Agnosia is the inability to recognize certain objects, persons or sounds. Agnosia is typically caused by damage to the brain (most commonly in the occipital or parietal lobes) or from a neurological disorder. Treatments vary depending on the location and cause of the damage. Recovery is possible depending on the severity of the disorder and the severity of the damage to the brain. Many more specific types of agnosia diagnoses exist, including: associative visual agnosia, astereognosis, auditory agnosia, auditory verbal agnosia, prosopagnosia, simultanagnosia, topographical disorientation, visual agnosia etc.
Age: Children, Young Adult, Elderly
Sex: Both
Onset: Subacute
Clinical features NMDA Ab related patients in adult shows;
- Early features of higher cognitive dysfunction, confusion, behavioural changes, amnesia, dysphasia. Psychiatric: hallucinations, psychotic, agitation, depressive, anxiety, obsessive. Seizures: generalized, complex partial, simple partial.
- Late features: Spontaneous reduction in conscious level, Movement disorder: choreoathetoid (orofacial, upper limbs, lower limbs), parkinsonian, rigidity, myoclonus, oculogyric crises, opisthotonus, startle. Dysautonomia : tachy/brady-cardia, hyperhidrosis, persistent pyrexia, central hypoventilation, labile/high blood pressure, hypersalivation, pseudoobstruction, cardiac asystole.
NMDA Ab related patients in children and adolescent.
Commonly
- Behavioral or personality change, sometimes associated with
- Seizures and
- Sleep dysfunction;
- Severe speech deficits on admission
- Stereotyped movements,
- Autonomic instability
- Hypoventilation
Rarely
- Dyskinesias or dystonia;
Other Cases have similar presentation
- Disorientation,
- Hallucinations
- Confusion
- Memory loss
- Seizures: Partial temporal lobe. Pilomotor Status epilepticus
- Relative absence of cerebellar and brainstem sings
- Post partum psychosis
- Dyskinesias
Symptoms include:
- opsoclonus (rapid, involuntary, multivectorial (horizontal and vertical), unpredictable, conjugate fast eye movements without intersaccadic [quick rotation of the eyes] intervals)
- myoclonus (brief, involuntary twitching of a muscle or a group of muscles)
- cerebellar ataxia, both truncal and appendicular
- aphasia (a language disorder in which there is an impairment of speech and of comprehension of speech, caused by brain damage)
- mutism (a language disorder in which a person does not speak despite evidence of speech ability in the past, often part of a larger neurological or psychiatric disorder)
- lethargy
- irritability or malaise
- drooling
- strabismus (a condition in which the eyes are not properly aligned with each other)
- vomiting
- sleep disturbances
About half of all OMS cases occur in association with neuroblastoma (a cancer of the sympathetic nervous system usually occurring in infants and children).
Post-chemotherapy cognitive impairment (PCCI) (also known in the scientific community as "CRCIs or Chemotherapy-Related Cognitive Impairments" and in lay terms as chemotherapy-induced cognitive dysfunction or impairment, chemo brain, or chemo fog) describes the cognitive impairment that can result from chemotherapy treatment. Approximately 20–30% of people who undergo chemotherapy experience some level of post-chemotherapy cognitive impairment. The phenomenon first came to light because of the large number of breast cancer survivors who complained of changes in memory, fluency, and other cognitive abilities that impeded their ability to function as they had pre-chemotherapy.
Although the causes and existence of post-chemotherapy cognitive impairment have been a subject of debate, recent studies have confirmed that post-chemotherapy cognitive impairment is a real, measurable side effect of chemotherapy that appears in some patients. While any cancer patient may experience temporary cognitive impairment while undergoing chemotherapy, patients with PCCI continue to experience these symptoms long after chemotherapy has been completed. PCCI is often seen in patients treated for breast cancer, ovarian cancer, prostate cancer, and other reproductive cancers, as well as other types of cancers requiring aggressive treatment with chemotherapy.
The clinical relevance of PCCI is significant, considering the increasing number of long-term cancer survivors in the population, many of whom may have been treated with aggressive dosing of chemotherapeutic agents, or with chemotherapy as an adjuvant to other forms of treatment. In some patients, fear of PCCI can impact treatment decisions. The magnitude of chemotherapy-related cognitive changes and their impact on the activities of daily living are uncertain.
FTD is traditionally difficult to diagnose due to the heterogeneity of the associated symptoms. Signs and symptoms are classified into three groups based on the functions of the frontal and temporal lobes:
- Behavioural variant frontotemporal dementia (BvFTD) is characterized by changes in social behavior and conduct, with loss of social awareness and poor impulse control.
- Semantic dementia (SD) is characterized by the loss of semantic understanding, resulting in impaired word comprehension, although speech remains fluent and grammatically faultless.
- Progressive nonfluent aphasia (PNFA) is characterized by progressive difficulties in speech production.
However, the following abilities in the person with FTD are preserved:
- Perception
- Spatial Skills
- Memory
- Praxis
In later stages of FTD, the clinical phenotypes may overlap. FTD patients tend to struggle with binge eating and compulsive behaviors. These binge eating habits are often associated with abnormal eating behavior including overeating, stuffing oneself with food, changes in food preferences (cravings for more sweets, carbohydrates), eating inedible objects and snatching food from others. Recent findings from structural MRI research have indicated that eating changes in FTD are associated with atrophy (wasting) in the right ventral insula, striatum, and orbitofrontal cortex.
Patients with FTD show marked deficiencies in executive functioning and working memory. Most FTD patients become unable to perform skills that require complex planning or sequencing. In addition to the characteristic cognitive dysfunction, a number of primitive reflexes known as frontal release signs are often able to be elicited. Usually the first of these frontal release signs to appear is the palmomental reflex which appears relatively early in the disease course whereas the palmar grasp reflex and rooting reflex appear late in the disease course.
In rare cases, FTD can occur in patients with motor neuron disease (MND) (typically amyotrophic lateral sclerosis). The prognosis for people with MND is worse when combined with FTD, shortening survival by about a year.
Psychiatric problems associated with CBD often present as a result of the debilitating symptoms of the disease. Prominent psychiatric and cognitive conditions cited in individuals with CBD include dementia, depression, and irritability, with dementia forming a key feature that sometimes leads to the misdiagnosis of CBD as another cognitive disorder such as Alzheimer's disease (AD). Frontotemporal dementia can be an early feature.
In most cases OMS starts with an acute flare-up of physical symptoms within days or weeks, but some less obvious symptoms such as irritability and malaise may begin weeks or months earlier.