Medical Research and Publication

Skinopathy is working with post secondary institutions, private sector, 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

Date: Feb 2, 2024

Status: Ongoing Investigator – Initiated Research

Topic:
Establishment of ML/AI Standardized Scoring system using validated clinical protocols for

a) Mole analysis for ABCDE attributes

b) Eczema Area and Severity Index(EASI)

c)Psoriasis Area and Severity Index(PASI)

Organization: TBD

Format: Manuscripts

REVOLUTIONIZING THE FUTURE OF DERMATOLOGY​

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