Contactless Biometrics in Healthcare




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MTA Majmua(2021), 1, 4-Karno kartadan foydalanib mantiqiy ifodalarni minimallash, Kalendar reja algoritm, Ishchi dastur(Dasturlash I) 24.11.2021, 1 -amaliyot, 4-Lab, Yurtimiz mustaqillikga erishishidan oldin milliy urf odat, 7-8-mavzuDT larni sertifikatlashtirish, Axborotlarni izlash va ajratib olish fanidan mustaqil ish Mavzu, Abdulla Oripov O\'zbekiston (qasida), 2 lab Yarashov Diyorbek, TATU NF Hemis axborot tizimi, Algo 1-299, prezentatsiya
Contactless Biometrics in Healthcare
COVID-19 has a global impact in the health sector affect-
ing 15–20 million people around the world. The pandemic 
has enforced the use of contactless biometric technology. 
Biometrics available in hospitals help identify doctors’ 
availability, patients’ health conditions, medications, and 
aid with resource management and health care profession-
als’ status. Depending on the biometric algorithms used, 
records about patients, doctors, and other medical workers 
were stored and retrieved during emergencies. The Univer-
sity of Pittsburgh medical centre (UPMC) has developed a 
fully operational biometric system enhancing the patient’s 
user interface [
12

38

39
]. The developed system was 
installed in around 75 cities with 4300 biometric devices 
for the recording of user data. The recorded data can help 
the government keep track of the citizens’ socio-welfare 
behaviors and medical conditions. More personalized 
functions such as voice assistance and iris scan assistance 
can help people during emergency situations. Recording 
patients’ records into a common database ensures a central-
ized tracking mechanism of their health condition. Hos-
pital management can benefit from such systems as long 
as they are interested to make this one-time investment. 
Record creation and maintenance, analysis and medication, 
treatments and procedures, summary reports and billing, 
etc. can be retrieved from the common biometric-ena-
bled contactless big data database [
40

41
]. Furthermore, 
some specialized healthcare establishments in the United 
States could even store the patient’s DNA data along with 
other biometric features. DNA Records can help trace the 
patients’ identity in situations such as accidents, murders, 
or other potential crime scene investigations.
This DNA identification feature in combination with CT 
promotes the use of big data algorithms for applications such 
as health monitoring and user tracking leveraging smart 
Fig. 4
Overview of smart con-
tactless applications


SN Computer Science (2021) 2:334 
Page 9 of 24 334
SN Computer Science
wearable devices. User data is mapped with their existing 
health records and this can help track their current condi-
tions, localize them during emergencies, etc. To underline 
the practicality provided by biometric technologies and big 
data analytics, we consider an Indian hospital scenario. The 
Apollo hospital was established in 1983 and has success-
fully achieved many advanced scientific breakthroughs in 
the medical sector. The success of Apollo hospital relies 
heavily on big data and biometric functions. For instance, 
the hospital is using the Askapollo application, which is an 
Online appointment scheduler to streamline the management 
of its patients [
17

42
]. The virtual scheduler can help the 
patients or any user book appointments for normal health 
check-ups, doctor consultations, or any other medical ser-
vices, e.g., X-rays, etc. If a patient registered with the Apollo 
hospital faces an emergency, the patient’s record will be 
sourced from the hospital’s database to expedite medical 
procedures. Using this optimized and patient-centric data-
base, people with rare blood groups or people who are will-
ing to donate their organs can be effectively tracked during 
emergencies. In addition, one-to-one doctor-patient consul-
tation (via video) is also provided for the registered hospital 
patients. During such consultations, the patients’ records are 
revoked from the Apollo database, including case sheets, 
medical conditions and medications, and other relevant that 
can help doctors conduct their diagnosis. The practicality 
of this feature was emphasized during the COVID-19 crisis, 
since patients were able to reach their doctors without jeop-
ardizing their health (e.g., if they had to visit the hospital 
in-person) [
42
].
In the healthcare environment, touchless technologies can 
assist in preventing the cross-contamination of hospital facil-
ities. Aspects such as hygiene, safety, and accessibility are 
of great importance for the healthcare sector. To overcome 
potential issues, the Yale New Haven hospital (YNHH) has 
installed touchless holographic switches, replacing tradi-
tional tactile switches. The touchless holographic switch is 
operated by passing a finger through a holographic image 
that is floating in the air in front of the switch’s bezel. 
Unlike tactile switches, the touchless switches do not need 
to be physically touched. Such technologies allow people to 
intuitively enter commands by simply accessing a virtually 
displayed hologram image, which could be in the form of 
keys or buttons or PIN projected from an embedded holo-
graphic signal emitter. Light detectors, using optical or infra-
red beams can capture, classify, and diagnose the selected 
keys and transmit them to the embedded processing unit for 
analysis [
42

43
].

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