Track 22: Emerging technologies

sub track:-

 Artificial Intelligence and Machine Learning, Digital Pathology Imaging Systems,  Advanced Molecular Diagnostics, Telepath ology and Remote Consultation, Computational Pathology,  Augmented Reality (AR) and Virtual Reality (VR). Wearable and Portable Devices, Biomarker Discovery and Validation, Emerging Technologies, TechInnovation, FutureTech, TechTrends, Technology Advancements, NextGenTech, TechDisruption, InnovationCuttingEdgeTech, TechRevolution
 
Emerging Technologies refer to new and innovative advancements that are in the early stages of development and adoption, and which have the potential to significantly impact various fields. In the context of digital pathology and healthcare, emerging technologies are those that introduce novel methods, tools, and processes to enhance the efficiency, accuracy, and capabilities of diagnostic and research activities.
1. Artificial Intelligence (AI) and Machine Learning

Deep Learning Algorithms:

Convolutional Neural Networks (CNNs): Used for analysing complex patterns in pathology images, such as tumor detection and classification. CNNs can learn from large datasets to identify subtle features that may be missed by human pathologists.

Object Detection: AI algorithms are being developed to locate and classify specific structures within pathology slides, such as identifying different cell types or pathological features.

Predictive Analytics:

Outcome Prediction: AI models analyze pathology data to predict patient outcomes and treatment responses, aiding in personalized medicine and risk stratification.

2. Advanced Imaging Techniques

High-Content Imaging:

Multispectral Imaging: Allows for the simultaneous visualization of multiple biomarkers or molecular targets within a single slide. This technique provides a richer, more detailed view of tissue samples.

3D Imaging:

Optical Coherence Tomography (OCT): Provides three-dimensional imaging of tissue samples, offering detailed information on tissue architecture and pathology. This technology is useful for studying complex structures and layers within tissues.

Multiplexed Imaging:

Multiplex Immunohistochemistry (mIHC): Enables the simultaneous detection of multiple proteins or biomarkers in a single tissue section, providing comprehensive insights into tumor biology and immune responses.

3. Digital Slide Scanning Innovations

High-Speed Scanners:

Increased Throughput: New high-speed whole slide scanners are capable of processing large volumes of slides more quickly, improving efficiency in busy diagnostic labs.

Miniaturized and Portable Scanners:

Compact Devices: Portable scanners designed for smaller labs or fieldwork provide flexibility and accessibility for digital pathology applications in diverse settings.