Sentiment Analysis
[wtm_use_case_cats] Among the tools of Big Data, sentiment analysis is one that helps to analyze social networking posts and comments. Organizations primarily use it for marketing, advertising, and public relations research. For example, many companies use it to find the reaction of the consumer and get their feedback. Benefits for the company Some companies are […]
Non-Medical Related AI
[wtm_use_case_cats] AI is also affecting largely unseen aspects of BioTech and Pharmaceuticals. Things like marketing, lab assistants, and administrative work take up considerable resources. Marketing is a direct contributor to the success of new drugs, at least in the United States, and AI could provide better insights into those campaigns AI can also assist in […]
Diagnostics
[wtm_use_case_cats] AI’s data processing to spot potential conditions sooner and with greater accuracy. Early studies showed AI’s accuracy in detecting a disease state to be one percentage point higher than medical professionals and two percentage points higher in accuracy for all-clear declarations. Benefits for the company Where AI seems highly promising is on relieving the burden […]
Personalized Medicine
[wtm_use_case_cats] Drug discovery is one thing, but biotech companies are hoping to utilize AI to provide more personalized medicine in the next decade. Companies can analyze a treasure trove of patient data stored in the cloud to recommend better treatment options with a natural language system. Benefits for the company Personalized medicine can help reduce […]
Agriculture
[wtm_use_case_cats] Environmental conditions change from season to season and from day to day. It is important for farmers to have accurate information to cope responsibly and intelligently with the changing environment. Big Data analytics contributes by analyzing data from GPS enabled tractors-fed information to implement precision farming. Additionally, analytics is also a significant contributing factor […]
Drug Discovery
[wtm_use_case_cats] Biotechl companies use the insights from the patient information such as mutation profiles and patient metadata. This information helps the researchers to develop models and find statistical relationships between the attributes. This way, companies can design drugs that address the key mutations in the genetic sequences. Also, deep learning algorithms can find the probability […]
Data Science for Genomics
[wtm_use_case_cats] Genomics is the study of sequencing and analysis of genomes. A genome consists of the DNA and all the genes of the organisms.The goal of research scientists is to analyze the genomic strands and search for irregularities and defects in it. Then, they find connections between genetics and health of the person. In general, […]