Journal of Medical Internet Research

Methods for Analytical Validation of Novel Digital Clinical Measures: Implementation Feasibility Evaluation Using Real-World Datasets

However, choosing appropriate statistical methodology when conducting analytical validation (AV) of a DM is complicated, particularly for novel DMs, for which appropriate, established reference ...
IEEE

Performance Analysis of Pancreas Segmentation from CT Scan Standard Dataset and Synthetic Images Using Deep Learning

Abstract: CT scan is the most popular technology used for diagnosis of pancreatic diseases. Due to the sedentary lifestyle the pancreatic diseases are rising in the population. Chances of developing ...
IEEE

Towards Robust Overhead Power Transmission System Condition Monitoring: A Large-Scale Dataset and Novel Image Dehazing Approach

Abstract: In hazy weather with high humidity, insulators in overhead transmission lines are prone to flashover. However, fog reduces the sensitivity of image detection, which is a commonly used method ...
Journal of Medical Internet Research

Using Machine Learning Methods to Predict Early Treatment Outcomes for Multidrug-Resistant or Rifampicin-Resistant Tuberculosis to Enhance Patient Cure Rates: Development and ...

Objective: This study compared a conventional logistic regression model with machine learning (ML) models using demographic and clinical data to predict outcomes at 2 and 6 months of treatment for MDR ...