Explainable deep learning with applications in healthcare
Analytics India Magazine CYPHER-2018
September 28, 2020
Covered Explainable deep learning approaches of activation map, deconvolution and Grad-CAM along with applications in healthcare in the keynote at Cypher-2018
See publication
Tags: AI, Emerging Technology, HealthTech
Research problems in Big data and Data Science
Youtube
May 19, 2020
Research problems in Big data and Data Science
See publication
Tags: AI, Big Data, Innovation
Are we ready for AI DevOps?
IEEE
January 07, 2020
The talk will highlight the challenges in the adoption/deployment of ML/DL models, and certain use-cases from Telecom industry in this regard. It will also cover the PLASTER framework. Finally, it will sensitize and leave the the audience with key takeaways and important factors to be considered while designing and deploying DL based solutions.
See publication
Tags: AI, Emerging Technology, DevOps
AI ML Transformation journey in Telecom
Analytics Vidhya
November 14, 2019
AI ML Transformation journey in Telecom
See publication
Tags: 5G, AI, Digital Transformation
Accelerate inference for deep learning models
Analytics India Magazine
February 13, 2019
Accelerate inference for deep learning models
See publication
Tags: AI, Innovation, IoT
Synthetic Class Specific Medical Image Generation using GANs
Analytics Vidhya
November 23, 2018
Synthetic Class Specific Medical Image Generation using GANs
See publication
Tags: AI, Emerging Technology, HealthTech
PATIENT MARKER
WIPO IP PORTAL
November 11, 2020
19172740 - The present invention relates to a patient marker (10). The marker is configured to be placed on or inside a patient. The marker comprises a specific structure (20). When the marker is placed on or inside the patient, and the patient is positioned at least partially within an image acquisition unit of an imaging system, the marker is configured such that an image acquired by the imaging system comprises image data of the specific structure of the marker. The marker is configured such that image data of the specific structure of the marker comprises information useable to identify the marker. The marker is configured such that image data of the specific structure of the marker comprises information useable to define at least one parameter relating to an examination of the patient.
See publication
Tags: AI, Emerging Technology, HealthTech
REMOTE NUDGING/HEAT TRIGGER APPROACH TO ASSESS SEDATION LEVEL
WIPO IP PORTAL
October 28, 2020
19170602 - The present invention relates to sedation assessment. In order to facilitate sedation assessment in an environment of an imaging system, a sedation assessment system is provided. The sedation assessment system comprises at least one stimulus generator, a controlling device, at least one sensing device, and a sedation determination device. The controlling device is configured to generate at least one control signal including a first control signal and/or a second control signal. The at least one stimulus generator comprises a remote haptic device configured to induce, from a distance, a haptic sensation at a first impact region on a patient's skin in response to the first control signal. Additionally or alternatively, the at least one stimulus generator comprises a heating and/or cooling device attachable to a second impact region on a patient's skin and configured to heat or cool the second impact region for inducing a pain sensation in response to the second control signal. The at least one sensing device is configured to detect a patient reaction in response to the haptic sensation and/or the pain sensation. The sedation determination device is configured to determine, based on the detected patient reaction, a sedation level of the patient.
See publication
Tags: AI, Analytics, Emerging Technology
MEDICAL IMAGING OF MULTIPLE PATIENTS
WIPO
July 22, 2020
3682802 - Patient throughput in diagnostic imaging is key, and may be increased by simultaneous preparation, scanning, and removal of multiple patients from the same scanner. Accordingly, wide-bore imaging apparatuses, systems, and an associated method, computer program element, and computer readable media are proposed that can exploit the property of accommodating at least two patients simultaneously whilst adapting the image acquisition configuration of the scanner to enable a higher rate of patient imaging.
See publication
Tags: AI, Emerging Technology, Innovation
STRESS SUPPORT SYSTEM
WIPO
July 08, 2020
The present invention relates to diagnostic imaging. In order to provide an improved, efficient, and/or fast procedure for adapting the physical stress during diagnostic imaging, a stress support system is provided. The stress support system comprises a stress determination device and at least one stress inducing device with a support device and a control device. The support device is attachable to a patient and configured to apply a physical stress to a body part of the patient. The stress determination device is configured to determine a required stress level for a medical scan of the body part. The control device is configured to modify the support device to adjust the applied physical stress to the required stress level.
See publication
Tags: AI, Emerging Technology, Innovation
INTELLIGENT AUTONOMOUS PATIENT ROUTING FOR SCANS
WIPO IP Portal
June 05, 2020
The present invention relates to patient routing. In order to provide a more efficient patient flow for autonomous image acquisition, a method is provided for controlling a patient transfer apparatus within a healthcare facility. The method comprises the following steps: providing a routing information for transferring the patient transfer apparatus to a required location; controlling the patient transfer apparatus to move on a first guided path according to the provided routing information; detecting at least one of a vital sign and an abnormal movement of the patient during a transit of the patient transfer apparatus; evaluating a patient condition based on at least one of the detected vital sign and the detected abnormal movement of the patient; updating the routing information in response to the evaluated patient condition, if the evaluated patient condition meets a predefined criterion; and controlling the patient transfer apparatus to move on a second guided path according to the updated routing information during the transit of the patient transfer apparatus.
See publication
Tags: AI, Digital Disruption, Emerging Technology
SYSTEM AND METHOD FOR SENSOR POSITIONING AND PLACEMENT FOR A SENSOR
World Intellectual Property Organization
April 16, 2020
WO2020074510
SYSTEM AND METHOD FOR SENSOR POSITIONING AND PLACEMENT FOR A SENSOR
See publication
Tags: AI, Emerging Technology, IoT
X-RAY IMAGING SYSTEM WITH FOREIGN OBJECT REDUCTION
World Intellectual Property Organization
April 02, 2020
WO2020064588 X-RAY IMAGING SYSTEM WITH FOREIGN OBJECT REDUCTION
See publication
Tags: AI, HealthTech, IoT
PERSONALIZED RECOMMENDATIONS FOR HEALTH MANAGEMENT
European Patent Application
November 14, 2019
The present disclosure discloses method and personalized recommendation system for providing personalized recommendation for health management. The personalized recommendation system receives information on medical history, one or more available lifestyle parameters of a first type of plurality of lifestyle parameters and one or more available vital parameters of a first type of plurality of vital parameters, associated with subject and estimates at least one of, one or more non-available lifestyle parameters of a second, different type and one or more non-available vital parameters of a second, different type based on at least one of, one or more available vital parameters of the first type and one or more available lifestyle parameters of the first type, using Neural Network (NN) model trained to identify correlations between the plurality of lifestyle parameters and the plurality of vital parameters and to identify correlations between the parameters and medications and medicine dosage levels. The personalized recommendation system predicts medicine dosage level, changes to be made in lifestyle parameters, indication to visit clinician and details on interaction between medications based on received information and estimation using trained NN model and provides personalized recommendation to at least one of subject and clinician associated with subject based on prediction.
See publication
Tags: AI, Digital Disruption, Emerging Technology
PAIN REDUCTION DURING PATIENT TRANSFER
World Intellectual Property Organization
November 12, 2019
WO2020099346 - PAIN REDUCTION DURING PATIENT TRANSFER
See publication
Tags: AI, Emerging Technology, HealthTech
APPARATUS FOR DISPLAYING PATIENT PAIN INFORMATION
World Intellectual Property Organization
July 25, 2019
WO2020025432 - APPARATUS FOR DISPLAYING PATIENT PAIN INFORMATION
See publication
Tags: AI, Emerging Technology, IoT
System and method for locally optimized managing of network appliances in a closed area network
US Granted Patent
February 14, 2017
System and method for locally optimized managing of network appliances in a closed area network
See publication
Tags: Digital Disruption, Emerging Technology, IoT
System and method for locally managing network appliances in a closed area network via a gateway device
US Granted Patent
September 13, 2016
A system, medium and method of managing, via a gateway device, to wirelessly communicate with a plurality of network appliances in a closed local area network is disclosed. A data message is received from a first network appliance configured to communicate data in association with a first application profile. The first application profile is retrieved from a locally stored application profile database upon being identified. A database is accessed at the gateway device containing policy information of the first network appliance and evaluated for one or more policy parameters. A first instruction command is generated at the gateway device based on the accessed policy information, wherein the instruction command conforms with the first application profile to instruct the first network appliance to perform a specified action. The instruction command is wirelessly transmitted from the gateway device to the first network appliance to cause it to perform a specified action.
See publication
Tags: Emerging Technology, Innovation, IoT
Method and system for adaptive aggregation of data in a wireless sensor network
US Granted Patent 8873438
October 28, 2014
A method and system for adaptive aggregation of data in a Wireless Sensor Network (WSN) is disclosed. The method receiving one or more packets produced from a plurality of sensor nodes at an aggregator sensor node. The method further includes categorizing and storing the received packets in the buffer queue of the aggregator node. Then initiating an aggregation process by selecting an aggregation mechanism. The aggregation mechanism is selected based on the feedback value and a special instruction. The aggregated packets are forwarded to the base station based on an aggregation function.
See publication
Tags: Analytics, Emerging Technology, IoT
Systems and methods for effective selection of disparate distributed power sources for smart grid
US Granted Patent
September 23, 2014
Systems and methods for effective selection of disparate distributed power sources for smart grid
See publication
Tags: Analytics, Emerging Technology, IoT
Method and system for creating a virtual wireless sensor network
US Granted Patent 8649298
February 11, 2014
A method for creating a virtual Wireless Sensor Network (WSN) is disclosed. The method includes extracting one or more niceties of a physical WSN and embedding at least one of the extracted niceties in a soft object to represent one or more sensor nodes of the physical WSN. The method includes, sending equivalent command to the one or more sensor nodes of the physical WSN, when one or more changes are performed on corresponding niceties of the soft object. Further, the method adding or deleting one or more niceties corresponding to the one or more sensor nodes from the soft object upon ingress or egress of the one or more sensor nodes in the physical WSN. The method also includes steps of building application using the soft object of the virtual WSN.
See publication
Tags: Analytics, Emerging Technology, IoT
System and method for real time theft detection
US Granted Patent 8427319
April 23, 2013
A method for tracking one or more portable devices in real time to detect theft of the one or more portable devices is provided. The method enables, firstly, interrogating a Radio Frequency Identification (RFID) tag via a RFID reader during successive sweep intervals. The sweep interval represents active state of the RFID reader. Secondly, the method enables receiving one or more pairing information from the RFID tag. Further, the method enables comparing the one or more pairing information with corresponding one or more pairing information stored in the RFID reader. Finally, the method enables generating an alert signal via the wearable-band or the one or more portable devices when the one or more pairing information does not match with the corresponding one or more pairing information stored in the RFID reader.
See publication
Tags: AI, Emerging Technology, IoT
Top 20 Latest Research Problems in Big Data and Data Science
Governing Body Member
