Dr. Amritpal Singh

Program Manager

Atlanta, Georgia, United States9 mos experience

AI EnabledAI ML Practitioner

Key Highlights

Expert in deep learning for medical imaging.
Strong background in clinical research and protocol design.
Interdisciplinary skills bridging medicine and computer science.

Stackforce AI infers this person is a Healthcare Data Scientist specializing in AI and medical imaging.

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Skills

Core Skills

Clinical ResearchComputer VisionResearch And DevelopmentDeep LearningMedical Imaging

Other Skills

AI in Medical imagingArtificial Intelligence (AI)BioinformaticsBiotechnologyClinical Research ExperienceClinical TrialsClinical WorkflowData ScienceHealthcareMachine LearningPublic HealthPython (Programming Language)RadiologyResearch and Development (R&D)Statistical Analysis

About

I work with Dr. Anant Madabhushi at Emory University on quantitative medical imaging for cancer informatics. I use deep learning and computer vision techniques to develop predictive models for various cancer types and cardiovascular diseases. I have a medical background with an MBBS degree from Maulana Azad Medical College, Delhi, and I am currently pursuing my MS in computer science at Georgia Tech, USA, and have several peer-reviewed research papers. I was involved in clinical research studies in my previous role as a clinical research physician at Qure.ai. My goal is to apply my interdisciplinary skills and knowledge to solve real-world clinical research problems in healthcare and medical device development.

Experience

Emory university

Research Assistant

Aug 2023 – Present · 2 yrs 7 mos · Atlanta, Georgia, United States · On-site

Madabhushi lab, Advisor: Dr Anant Madabhushi
Developing quantitative multimodal (radiomics, pathomics, genomics) biomarkers to predict patient prognosis and outcomes. Clinical research experience with protocol design and clinical data interpretation for imaging processes. Disease area of focus: Colorectal, lung cancer, and Cardiovascular disease

Clinical WorkflowPublic HealthResearch and Development (R&D)Clinical Research ExperienceComputer VisionClinical Research

Neurips

Program committee member, NEURIPS

Aug 2023 – Present · 2 yrs 7 mos · Remote

Program committee member and reviewer at the healthcare tracks at the NEURIPS conference
Deep Generative Models for Health workshop, NEURIPS 2023
Generative AI and Biology workshop, NEURIPS 2023

Research and Development (R&D)Computer VisionResearch and Development

Georgia institute of technology

Research Assistant, BioML Lab

Aug 2022 – Jul 2023 · 11 mos · Atlanta, Georgia, United States · On-site

Multi-modality deep learning: Using complementary information from 3D imaging(MRI, PET scans), electronic health records, and genomic data. Improved on the previous SOTA methods on Alzheimer’s disease prediction.
◦ Deep learning: Explore methods to drive algorithmic and designing architectural advances, and implement hyper-parameter optimization.
◦ Advisor: Prof. May D. Wang, Ph.D. Professor of Biomedical Engineering, Gatech

Deep LearningArtificial Intelligence (AI)Clinical WorkflowMachine LearningRadiologyPublic Health+7

Qure.ai

Clinical Research Physician

Sep 2021 – Jun 2022 · 9 mos

Designed clinical protocol and patient selection for clinical trials. Planned and executed clinical studies for FDA approvals for medical imaging AI products. Managed clinical affairs and wrote clinical development plans.
Deep learning and Data analysis: Deep learning AI models for medical images, and analysis of classification/ segmentation models. Benchmarking products & measured patient data shifts to guide new model updates.
Manager: Dr. Pooja Rao, Ph.D. Neuroscience, Co-founder of Qure.ai

Deep LearningMachine LearningStatisticsRadiologyPython (Programming Language)Public Health+8