Android

Custom Mobile Apps and the Enterprise

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While the enterprise mobile application market is still nascent, it is quite clear that it is a critical factor for success from both – the customer’s perspective as well as for the employees. Many enterprises consider mobile strategy at the top of their priority list. Yet, many times it is unclear to enterprises whether they should create a mobile app from scratch, use an app that requires customization, or purchase an app “off the shelf” from an app store.

Here’s why a custom mobile app for enterprises is the better option:

The complexities

Managing custom mobile applications sometimes introduces complexities in the organization even if the app is being built for a selected number of platforms. The major problem, however, is that these organizations evolve with time and change and so do their technology needs. A custom app will also need to be upgraded or updated according to these changing trends.

Security issues

For enterprise apps, data and device security will always be paramount. Enterprises must not only focus on the security of the apps but also on how the data is collected and integrated back into the critical enterprise systems and processes. The stakes are high, as any security breach that impacts the app itself can be damaging, but it will be catastrophic if customer data or employee data is compromised.

Designing Control

For custom enterprise mobile apps, controls need to be created to make the application available for employees on BYOD (Bring Your Own Device). The app permissions also need to be revoked if the employee departs with the organization. A customized app can build layers of permission-based control for employees at different levels and across units within the organization too. With a customized app, all this can be achieved while maintaining the user-friendliness and elegant appeal.

Cost Vs. Benefits

Customized, cloud-based app solutions have a number of benefits that enterprises can leverage from. These apps can be deployed easily, seamlessly and can integrate with the enterprises’ existing systems. Ultimately, they can save the organization a lot of resources and costs too.

Enterprise apps aid customer-employee relationships, customer ability, revenue growth, and efficiency. It’s the one way to be future-ready!

Healthcare

How Healthcare can leverage Machine Learning

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One of the long-standing challenges in the healthcare informatics has been the ability to deal with the sheer variety and volume of the disparate data that is available and the increasing need to derive veracity and value out of it.

How Healthcare can leverage Machine Learning

 

With the proliferation of smart, wearable health devices coupled with remote monitoring systems afford providers with better opportunities to assess their patient’s health outside the traditional settings. Unhealthy behaviour can be identified and precautions can be taken before the situation worsens. With the rise of sophisticated algorithms and machine learning, providers can now not only identify, but also predict adverse health events and in turn, facilitate customized care as per patient requirements. Well, earlier interventions lead to fewer complications!

Machine learning and predictive analytics have been prevalent in many industries for decades. The healthcare sector to has begun adopting these technologies and applying it in various ways including chronic disease management, staffing predictions, and population health risk assessment.

  • Analytics provide valuable insights into the health of an individual based on collected data and contextual information.
  • This is critical in predicting the likelihood of adverse events so that proactive measures can be taken to improve the rate of positive outcomes.
  • Utilization of machine learning can help gain insights into the effectiveness of the existing programs and identify the treatment that yields the best results for the patients and their conditions.
  • This customized approach enables the adoption of more precision in the process.

In this digital era, with the massive amounts of computational power, the machines are becoming more and smarter and can now analyse large sets of data points and apply relationship modeling in a more predictive way as well as in real time. The Big Data technology has the ability to leverage machine learning which enables accurate and real-time decision making, hence improving the overall operating efficiency. This, in turn, results in cost savings too.

Machine learning can be a huge boon to the healthcare industry. It increases efficiency and most importantly it helps in saving lives. The CT data can be analyzed and applied across patient records to see who or how many patients have a particular disease and how many are at a risk. Hospitals can also predict the post-discharge outcomes to reduce the re-admissions and optimize the patient flow. Above all, it can make medical diagnostics faster, accurate and more accessible!

Healthcare

Benefits of 3D Printing in Healthcare

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3D printing is an additive manufacturing process where a digital model is turned into a solid three-dimensional physical object by adding materials layer by layer. The most advanced and exciting applications of 3D printing can be found in the world of healthcare and medicine where it is used to replicate complex organs that sustain our bodies. For example, with this technology, it’s now possible to print an outer ear from the hydrogel, human cells and silver nano particles which looks and operates exactly like a human ear. Another striking example of this technology is the ability to print human skin which could be highly beneficial for burn victims and for those suffering from some kind of skin conditions.

 

Benefits of 3D Printing in Healthcare

Here’s how 3D printing is used in healthcare:

3D printing in hearing aids

One of the most spectacular revolutions in 3D printing is the manufacturing of hearing aids. Traditionally, manufacturing of hearing aids looked like an artisan production and took a long time to finish – almost over a week. 3D printing is a pioneering technology – a complete breakthrough in the modernisation and digitisation of hearing-aid manufacturing. It can accurately create the shape of the shell that can be tailored optimally to the wearer’s individual ear canal shape and size and can be adjusted according to the degree of hearing loss.

3D printing in dentistry

In dentistry, earlier – single, personalised objects were manufactured for implants and surgeries. The obvious next step was to combine oral scanning, CAD/CAM design, and 3D printing to accurately and rapidly produce crowns, bridges, plaster or stone models etc. Rather than uncomfortable impressions, a 3D scan is taken and later on transformed into a 3D model and then sent for 3D printing.

3D printed prostheses

3D printed prostheses are a striking example of how this technique has influenced healthcare and surgery. 3D printed prostheses are completely customized as per the taste and comfort of the wearer. They are more comfortable than the traditional prostheses and can be manufactured in a day. Moreover, research is being conducted so that they can be made stretchable and expandable so that they can ‘grow’ with the child.

Virtual surgical planning

It’s a known fact that imaging techniques are important in medical practice. 3D printing introduces an improvement is surgical planning. 3D printed replicas of internal organs can reproduce the size, weight as well as the texture of the organs and allow the surgeons to rehearse complicated surgical procedures on these 3D models. Realistically mimicking the organs allow medical students to practice the surgeries too.

Not limited to these, 3D printed models are widely used in several medical applications and surgeries to produce high-quality replacements or implants for spine, hip, pelvis, trachea and other body parts.

The future of 3D printing in healthcare is promising and makes the formerly impossible treatments easier. With ongoing research, 3DP will definitely revolutionize a huge part of healthcare and make room for increasingly sophisticated applications, surgeries, and treatments.

Big Data

How wearables and data analytics can boost patient health?

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The arrival of wearables is increasingly becoming significant for any of the pharma requisitions. Everybody can say this is my data and this is my question. The insights, analytics, and visualizations help to boost patient health, improve outcomes, streamline manual processes and facilitate exploration of newer avenues in medical research and epidemiology.

How wearables and data analytics can boost patient health

ANALYTICAL INSIGHTS OFFERED
1. Wearables can be employed for monitoring and gathering vital data pertaining to patients in real-time as well as historic modes.

2. Cardiac health can be monitored by making the patient use wearable which will continuously collect and transmit data for comprehensive analysis in and off the clinic.

3. Data from diverse segments of wearers can be aggregated for carrying out epidemiological studies. Healthcare analysts can classify the data based on demographic, geographic and activity level-wise considerations which would provide analytical insights.

4. Wearable devices can be coupled with smartphones with inbuilt GPS for transmitting coordinates and relevant data to the nearest clinic when an emergency arises.

5. Surgeons putting on smart glasses can keep track of the patient’s vital symptoms and critical medical apparatus in real-time while the operation is underway.

Patients with a proven history of a particular ailment can be alerted when the symptoms become severe to manage. For example, the intelligent platform can collect and analyze the vital signs of the patient with a cardiac problem and can decisively tell if the heart rate surge is because of exercise or aggravation of heart ailment calling for immediate medical intervention.

Cost Factor
The patient’s health can be mapped comprehensively with the aid of wearable devices. This helps curb healthcare costs as doctors can suggest remedial measures beforehand. Doctors can address concerns prior to the landing of the patients in the emergency room. The holistic information offered also helps doctors motivate patients, especially with chronic illnesses, better and convince them about taking preventive measures all along. Easily understandable data generated by wearable analytics also compel patients to be circumspect of potential consequences that can surface if they don’t’ pay attention to doctor’s advice. Medical costs can be slashed as patients become more engaged and doctors get accurate information in real-time.

Medical insurance providers will be able to adjust the insurance terms and future premiums based on the patient’s current rate of recovery and the degree of deviation.

Medical practitioners would be able to fully leverage the limitless potential of wearable technology keeping in perspective the fact that the platform will be completely compatible with cost-competitive systems. This would also enable the apps to run directly.