Prithul Sarker
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View article: Applications of generative adversarial networks in the diagnosis, prognosis, and treatment of ophthalmic diseases
Applications of generative adversarial networks in the diagnosis, prognosis, and treatment of ophthalmic diseases Open
View article: Imaging the Anterior Segment in Spaceflight: Understanding and Preserving Astronaut Ocular Health for Long-Duration Missions
Imaging the Anterior Segment in Spaceflight: Understanding and Preserving Astronaut Ocular Health for Long-Duration Missions Open
In light of the potential effects of spaceflight on the anterior segment of the eye, there is a pressing need for anterior segment imaging to be available and accessible to monitor astronauts’ ocular health, including alterations to the co…
View article: Can Score-Based Generative Modeling Effectively Handle Medical Image Classification?
Can Score-Based Generative Modeling Effectively Handle Medical Image Classification? Open
The remarkable success of deep learning in recent years has prompted applications in medical image classification and diagnosis tasks. While classification models have demonstrated robustness in classifying simpler datasets like MNIST or n…
View article: XR-Pupillometry: A novel approach to pupillometry for clinical care and beyond
XR-Pupillometry: A novel approach to pupillometry for clinical care and beyond Open
Pupillometry is an emerging, noninvasive technique that measures pupil reactivity and provides deeper insights into ophthalmic and neurologic function. Extended reality (XR) technology has also emerged with powerful clinical capabilities i…
View article: General Geospatial Inference with a Population Dynamics Foundation Model
General Geospatial Inference with a Population Dynamics Foundation Model Open
Supporting the health and well-being of dynamic populations around the world requires governmental agencies, organizations and researchers to understand and reason over complex relationships between human behavior and local contexts in ord…
View article: NASA's impact on medical innovation: Breakthrough technologies from space research
NASA's impact on medical innovation: Breakthrough technologies from space research Open
View article: Artificial intelligence in corneal diseases: A narrative review
Artificial intelligence in corneal diseases: A narrative review Open
View article: Oculomics analysis in multiple sclerosis: Current ophthalmic clinical and imaging biomarkers
Oculomics analysis in multiple sclerosis: Current ophthalmic clinical and imaging biomarkers Open
Multiple Sclerosis (MS) is a chronic autoimmune demyelinating disease of the central nervous system (CNS) characterized by inflammation, demyelination, and axonal damage. Early recognition and treatment are important for preventing or mini…
View article: MV-Swin-T: Mammogram Classification with Multi-View Swin Transformer
MV-Swin-T: Mammogram Classification with Multi-View Swin Transformer Open
Traditional deep learning approaches for breast cancer classification has predominantly concentrated on single-view analysis. In clinical practice, however, radiologists concurrently examine all views within a mammography exam, leveraging …
View article: A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation
A comprehensive overview of deep learning techniques for 3D point cloud classification and semantic segmentation Open
View article: Dynamic Visual Acuity, Vestibulo-Ocular Reflex, and Visual Field in National Football League (NFL) Officiating: Physiology and Visualization Engineering for 3D Virtual On-Field Training
Dynamic Visual Acuity, Vestibulo-Ocular Reflex, and Visual Field in National Football League (NFL) Officiating: Physiology and Visualization Engineering for 3D Virtual On-Field Training Open
The ability to make on-field, split-second decisions is critical for National Football League (NFL) game officials. Multiple principles in visual function are critical for accuracy and precision of these play calls, including foveation tim…
View article: Ultrasound Biomicroscopy as a Novel, Potential Modality to Evaluate Anterior Segment Ophthalmic Structures during Spaceflight: An Analysis of Current Technology
Ultrasound Biomicroscopy as a Novel, Potential Modality to Evaluate Anterior Segment Ophthalmic Structures during Spaceflight: An Analysis of Current Technology Open
Ocular health is currently a major concern for astronauts on current and future long-duration spaceflight missions. Spaceflight-associated neuro-ocular syndrome (SANS) is a collection of ophthalmic and neurologic findings that is one poten…
View article: MV-Swin-T: Mammogram Classification with Multi-view Swin Transformer
MV-Swin-T: Mammogram Classification with Multi-view Swin Transformer Open
Traditional deep learning approaches for breast cancer classification has predominantly concentrated on single-view analysis. In clinical practice, however, radiologists concurrently examine all views within a mammography exam, leveraging …
View article: A side-by-side evaluation of Llama 2 by meta with ChatGPT and its application in ophthalmology
A side-by-side evaluation of Llama 2 by meta with ChatGPT and its application in ophthalmology Open
View article: A potential compensatory mechanism for spaceflight associated neuro-ocular changes from microgravity: current understanding and future directions
A potential compensatory mechanism for spaceflight associated neuro-ocular changes from microgravity: current understanding and future directions Open
View article: Large language models for post-operative guidance in refractive surgery
Large language models for post-operative guidance in refractive surgery Open
View article: Meta smart glasses—large language models and the future for assistive glasses for individuals with vision impairments
Meta smart glasses—large language models and the future for assistive glasses for individuals with vision impairments Open
View article: GPT-4 and medical image analysis: strengths, weaknesses and future directions
GPT-4 and medical image analysis: strengths, weaknesses and future directions Open
ChatGPT (Generative Pre-trained Transformer) is an artificial intelligence (AI) language model developed by OpenAI. GPT-4 is the newest version of ChatGPT released on March 14, 2023 and has been reported to have a broader knowledge base as…
View article: ChatGPT to document ocular infectious diseases
ChatGPT to document ocular infectious diseases Open
View article: Automated ophthalmic imaging analysis in the era of Generative Pre-Trained Transformer-4
Automated ophthalmic imaging analysis in the era of Generative Pre-Trained Transformer-4 Open
AI is just beginning to be integrated into clinical medicine, and will continue to be integrated into clinical care. ChatGPT has already been used in ophthalmology to triage symptoms, write operative notes, answer ophthalmic board-exam lev…
View article: Chat Generative Pretrained Transformer to optimize accessibility for cataract surgery postoperative management
Chat Generative Pretrained Transformer to optimize accessibility for cataract surgery postoperative management Open
Cataract surgery is one of the most common surgeries (over 3 million cases) in the United States per year. Consequently, there are multiple diverse and unique postoperative questions in the postoperative course following cataract extractio…
View article: Head-mounted display cataract surgery: a new frontier with eye tracking and foveated rendering technology
Head-mounted display cataract surgery: a new frontier with eye tracking and foveated rendering technology Open
View article: Google’s AI chatbot “Bard”: a side-by-side comparison with ChatGPT and its utilization in ophthalmology
Google’s AI chatbot “Bard”: a side-by-side comparison with ChatGPT and its utilization in ophthalmology Open
View article: GPT-4 to document ophthalmic post-operative complications
GPT-4 to document ophthalmic post-operative complications Open
View article: ChatGPT and medical education: a new frontier for emerging physicians
ChatGPT and medical education: a new frontier for emerging physicians Open
View article: Apple Vision Pro and the advancement of medical education with extended reality
Apple Vision Pro and the advancement of medical education with extended reality Open
View article: The future of ophthalmology and vision science with the Apple Vision Pro
The future of ophthalmology and vision science with the Apple Vision Pro Open
View article: Bridging artificial intelligence in medicine with generative pre-trained transformer (GPT) technology
Bridging artificial intelligence in medicine with generative pre-trained transformer (GPT) technology Open
Since its public release in November 2022, the usage of ChatGPT (Open AI, USA) has been unprecedented. This large language model (LLM) can produce human-like text from deep-learning techniques. LLMs are rapidly approaching human-level perf…
View article: Artificial Intelligence Frameworks to Detect and Investigate the Pathophysiology of Spaceflight Associated Neuro-Ocular Syndrome (SANS)
Artificial Intelligence Frameworks to Detect and Investigate the Pathophysiology of Spaceflight Associated Neuro-Ocular Syndrome (SANS) Open
Spaceflight associated neuro-ocular syndrome (SANS) is a unique phenomenon that has been observed in astronauts who have undergone long-duration spaceflight (LDSF). The syndrome is characterized by distinct imaging and clinical findings in…
View article: The Case for Expanding Visual Assessments During Spaceflight
The Case for Expanding Visual Assessments During Spaceflight Open
Spaceflight associated neuro-ocular syndrome (SANS) is one of the potential barriers to human long-duration spaceflight (LDSF), including a manned mission to Mars. While a large barrier, the pathophysiology of SANS is not well understood, …