Most Big Data sources are unstructured. “Virtually no
analytics directly analyze unstructured data. Unstructured data may be an input
to an analytic process.” Franks gives the example of television shows like CSI
where direct matching of fingerprints and facial images is shown to happen
often. Fingerprint images cannot be compared directly since fingerprint imagesare unstructured data. Also, a high quality fingerprint image can be quite
large in size. So unlike on CSI, fingerprints are first analyzed and a set of
important points are identified on each print.

The points help create a graph.
It is the graphs from different fingerprints that are matched. The graph isfully structured and smaller in size. While unstructured prints are an input tothe process, the actual analysis to match them up does not use the unstructured
images but rather structured information extracted from them. The images
themselves could be stored on slower disk drives and could be used for
verification once a match is obtained, but the graphs are stored in databases
and are used for matching.
Orally Disintegrating Tablets (ODTs) are also known as
orodispersible tablets, quick tablets, Fast Disintegrating Tablets (FDTs), fast
dissolving tablets, rapid dissolving tablets, porous tablets, or rapidmelts.
European Pharmacopoeia has recently utilized the term orodispersible tablet for
tablets that disperse readily within 3 min before swallowing in the oral
cavity. ODTs are disintegrated in less than one min but the time ranges from
5-30 s. ODTs help to increase the acceptability of bitter drugs by altering it
to good taste and flavor to offer a pleasant mouth feeling. Some novel ODTtechnologies allow high drug loading and leaving minimal residue in the mouth.
It also improves the bioavailability of a poorly soluble drug. They are
characterized by high porosity, low density and low hardness. Some patented
ODTs technologies include OraSolv®, Zydis®, FlashTab®, DuraSolv®, Wowtab®,
etc..

ODT is prepared to enhance safety and efficacy of drug
molecules by formulating a convenient dosage form for faster release; and
providing ease of administration and better patient compliance. While
formulating ODTs, most common challenges usually faced are palatability,
mechanical strength, and hygroscopicity, the amount of drug, aqueous solubility
and size
Spices are defined as seeds, fruits, roots, barks,
berries, buds or other vegetable substances essentially used for flavoring,
coloring or preserving food. Spices have been used since ancient times, but
only in the nineteenth century their use has started to be scientifically
investigated as a potential therapeutic tool. Consequently they were also usedin the fight against cancer. It is worth to pointing out that cancer is the
second cause of death in the world and the number of new cases is expected to
rise by about 70% over the next 2 decades. Among spices with proven anticancer
effects in preclinical models, the most important seem to be basil, caraway,
cardamom, cinnamon, clove, coriander, cumin, curcumin, dill, garlic, ginger,
ginseng, oregano, pepper, rosemary, saffron, thyme, wasabi. It is important to
consider that compounds derived from spices show usually low bioavailability;
nonetheless many procedures have been applied to overcome this problem. This is
particularly true for curcumin, to which many different approaches revealed
beneficial, such as molecular complexation with pH sensitive cationic
copolymer, nanocarrier loading, microparticles.

Cardiovascular shock refers to a critical condition that
occurs when a patient’s heart suddenly fails to pump blood as required by the
body. This rare but fatal condition is mostly caused by heart attack and is
linked to high death rate. The fluid administration that forms the firstline of
therapeutic strategy does not offer enough stability for the condition of the
patient, and the adrenergic agents are regularly needed to correct hypertension. Among the most frequently used agents are dopamine and norepinephrine. Both
dopamine and norepinephrine affect the alpha-adrenergic and beta-adrenergic
receptors, though to varying degrees. The effects of alpha-adrenergic receptors
lead to increased vascular tone. However, it could decrease the cardiac output
as well as the regional flow of blood, particularly in cutaneous, renal, and
splanchnic beds.

Metabolic idiosyncratic
reactions appear to be responsible for most drugs induced liver injury from the
first-line antitubercular medications and fluoroquinolones. Knowledge of the
mechanisms of antitubercular drug-induced liver injury or hepatotoxicity is
incomplete. Herbal drugs have gained importance and popularity in recent yearsbecause of their safety, efficacy and cost effectiveness. The association of
medical plants with other plants in their habitat also influences their
medicinal values in some cases. One of the important and well-documented uses
of ethno medicinal plant products is their use as hepatoprotective agents which
become ever increasing need for the treatment of antitubercular compounds
induced hepatic cell damage.