Medical Research and Publication
Skinopathy is working with post secondary institutions, hospitals, NGO’s and even government agencies to publish revolutionary medical research that is changing the fundamentals of dermatology.
Research & Publication
Date: December 2021
Status: Completed
Topic:
Optimizing Neural Network-Based classification of Burn Severities by mitigating Biases using Customized Training Functions
Organization: CBA (Canadian Burns Association) 2021 Montreal
Format: Podium
Date: December 2021
Status: Completed
Topic:
Using Image-based Machine Learning Algorithms to monitor Burn wound healing in Clinic and community
Organization: CBA 2021 Montreal
Format: Poster
Date: April 2022
Status: Completed / Published
Organization: ABA (American Burns Association) 2022 Las Vegas
Format: Podium & Published in Journal of Burn Care and Research (JBCR) Abstract
Date: May 2022
Status: Completed / AWARD WON
Topic:
Using Neural Networks for Squamous Cell Carcinoma Classification and Mapping Boundaries: A Tool for Image-Guided Surgery
Organization: AI-Med San Diego
Format: Abstract Competitions-Podium presentations
Date: May 2022
Status: Completed
Topic:
Tracking Keloid Scars using Machine Learning Algorithms
Organization: AI-Med San Diego
Format: Abstract Competitions-Podium presentations
Date: June 2022
Status: Completed
Topic:
Using Neural Networks for Squamous Cell Carcinoma Classification and Mapping Boundaries: A Tool for Image-Guided Surgery
Organization: CSPS (Canadian Society of Plastic Surgeons) Quebec city
Format: Poster
Date: October 2022
Status: Completed
Topic:
Development of an Integrated Burns Application
Organization: CBA 2022 Halifax
Format: Podium
Date: October 2022
Status: Completed
Topic:
Development of a Mobile Burns Application for the General Public
Organization: CBA 2022 Halifax
Format: Poster
Date: October 2022
Status: Completed
Topic:
An Image and Metadata-based analysis for understanding clinical, LDI and Machine Learning assessments of severe burn patients in Alberta
Organization: CBA 2022 Halifax
Format: Poster
Date: October 2022
Status:
Topic:
Development of an Artificial Intelligence (AI) Pipeline to characterize Burn Injuries on a Mobile-Device
Organization: CBA 2022 Halifax
Format:
Date: October 2022
Status: Completed
Topic:
Exploring Machine Learning Solutions in Burn Scar Management
Organization: CBA 2022 Halifax
Format: Poster
Date: November 2022
Status: Completed
Topic:
How Open Data is helping catch Skin Cancers
Organization: OpenDataSociety, WhiteHorse
Format: Poster
Date: December 2022
Status: Completed
Topic:
Painpoints in Burn Management and How technology can Help:From Regional Centres to Continuity-of-care
Organization: ICMS (International Council of Motorsport Sciences) WorldMotorSports, Indianapolis
Format: Podium
Date: December 2022
Status: Published
Organization: MedRXiV pre-print server for medical topics
Format: Manuscript
Date: June 2023
Status: Accepted
Topic:
Development of an Artificial Intelligence (AI) Pipeline to characterize Burn Injuries on a Mobile-Device
Organization: CSPS 2023
Format: Podium
Date: June 2023
Status: Accepted
Topic:
An Image and Metadata-based analysis for understanding clinical, LDI and Machine Learning assessments of severe burn patients in Alberta
Organization: CSPS 2023
Format: Poster
Date: June 2023
Status: Accepted / AWARDED 1st prize
Topic:
Can Artificial Intelligence on a Smartphone be used to Screen for Skin Cancer?
Organization: CSPS 2023
Format: Podium
Date: June 2023
Status: Accepted
Topic:
Exploring Machine Learning Solutions in Burn Scar Management
Organization: CSPS 2023
Format: Poster
Date: June 2023
Status: Accepted
Topic:
Development of a mobile artificial intelligence application to track real-time range of motion recovery in the hand
Organization: CSPS 2023
Format: Poster
Date: June 2023
Status: Accepted
Topic:
The impact of training modality on the quality of data collected by end-users of healthcare artificial intelligence applications
Organization: CSPS 2023
Format: Poster
Date: April 2023 (To be Presented June 2023)
Status: Accepted
Topic:
Development of an Artificial Intelligence system to assess 2D spatial and depth of Severe Thermal Burns
Organization: AI-Med San Diego
Format: Podium
Date: May 2023
Status: Accepted
Topic:
An Image and Metadata-based analysis for understanding clinical, LDI and Machine Learning assessments of severe burn patients in Alberta
Organization: CSIG-ABA (Canadian Special Interest Group-American Burns Association) 2023
Format: Poster
Date: May 2023
Status: Accepted
Topic:
Development of an Artificial Intelligence (AI) Pipeline to characterize Burn Injuries on a Mobile-Device
Organization: CSIG-ABA 2023
Format: Poster & Demo
Date: May 2023
Status: Accepted
Topic:
Evaluation of hypertrophic burn scar using Artificial Intelligence: A Proof-of-Concept
Organization: CSIG-ABA 2023
Format: Poster
Date: March 2023
Status: Submitted
Topic:
Development of an Artificial Intelligence (AI) Pipeline to characterize Burn Injuries on a Mobile-Device
Organization: ASPS (American Society of Plastic Surgeons) 2023
Format: Podium
Date: July 2023
Status: Accepted
Topic:
An Image and Metadata-based analysis for understanding clinical, LDI and Machine Learning assessments of severe burn patients in Alberta
Organization: ASPS 2023
Format: Podium
Date: March 2023
Status: Submitted
Topic:
Can Artificial Intelligence on a Smartphone be used to Screen for Skin Cancer?
Organization: ASPS 2023
Format: Poster
Date: March 2023
Status: Submitted
Topic:
Evaluation of hypertrophic burn scar using Artificial Intelligence: A Proof-of-Concept
Organization: ASPS 2023
Format: Poster
Date: March 2023
Status: Submitted
Topic:
The impact of training modality on the quality of data collected by end-users of healthcare artificial intelligence applications
Organization: ASPS 2023
Format: Poster
Date: May 24, 2023
Status: Published
Organization: Arxlv
Format: Manuscript
Date: June 2023
Status: Submitted for Peer Review
Organization: JBCR
Format: Manuscript
Date: June 2023
Status: Submitted for Peer Review
Topic:
Boundary Attention Mapping (BAM): Fine-grained saliency maps for segmentation of Burn Injuries
Organization: IEEE
Format: Juries
Date: July 4, 2023
Status: Under clinical revision
Topic:
A Convolutional Neural Network for classifying malignant and benign skin lesions using mobile-device images
Organization: TBD
Format: Manuscript
Date: July 4, 2023
Status: Being Drafted; adding Mole Mapping Sections
Topic:
A Machine Learning system for Mapping and Identifying Suspicious Melanocytic Moles
Organization: TBD
Format: Manuscript
Date: July 4, 2023
Status: Data generation
Topic:
Using Machine Learning to identify suspicious moles: A Case Series
Organization: TBD
Format: Manuscript
Date: July 4, 2023
Status: Algorithm development / data generation
Topic:
DermAx:A Dual Artificial Intelligence System for Differntial Assessment of Dermatological Diseases
Organization: TBD
Format: Manuscript
Date: July 4, 2023
Status: Expansion of LDI-EDA abstract; LDI-BAM and outcome/dates analysis needs to be completed
Topic:
Understanding clinical, LDI and Machine Learning assessments of severe burn patients in Alberta
Organization: TBD
Format: Manuscript
Date: July 4, 2023
Status: Being drafted / data generation
Topic:
Tracking Keloid Healing: A Proof-of-Concept using Machine learning
Organization: TBD
Format: Manuscript