PREKSHA A DAS
Research
Bangalore,Karnataka
Summary
To work in an organization which provides me with ample opportunities to learn and design new products, by applying my
skills that help in the growth of the organization and my career.
Overview
4
4
years of professional experience
Work History
Engineer Intern
B.G.S Global Institute of Medical Sciences
01.2020
- Conducted laboratory trials to support research and clinical investigations
- Operated medical equipment tailored to individual patient needs to ensure accurate diagnostics and treatment
- Assisted in critical care and intensive care units, providing essential support to manage and monitor patient conditions.
RTWO Healthcare Solutions
01.2023 - 08.2023
- Conducted clinical trials in the ICU at the Rajiv Gandhi Institute of Chest Diseases
- Collected and analyzed data to support research findings and clinical outcomes
- Asymmetrical analysis and Feature Extraction by automated segmentation using Breast Thermograms
M S Ramaiah Institute of Technology
01.2021 - 05.2021
- Spearheaded a breast thermogram initiative, achieving a 90% accuracy in detecting abnormalities early, and applied innovative methods to enhance diagnostic effectiveness and patient management
- Classification of Schizophrenia from healthy brain signals using EEG data
BMS College of Engineering
03.2023 - 04.2023
- Analyzed EEG data to distinguish between schizophrenia and healthy brain signals, employing advanced techniques to identify patterns and enhance psychiatric research
- Utilized sophisticated methodologies to classify schizophrenia from healthy brain signals in EEG data, contributing valuable insights to psychiatric research
- Detection of colon cancer and its cell types using Histopathological Images
Rajiv Gandhi Institute of Chest Diseases
12.2022 - 08.2023
- Developed a method for detecting colon cancer using image processing techniques and deep learning algorithms.Implemented pre-processing steps including color conversion, equalization, and Canny edge detection to enhance image features
- Extracted key characteristics such as cell shape, nucleus detection, nuclear-cytoplasmic ratio (NCR), hyperchromasia, and cellularity for precise biopsy image classification
- PUBLICATIONS “Detection of Colon Cancer and its Cell Types using Histopathological Images"
- GOYA JOURNAL, Preksha A DAS September 2023 Developed an advanced algorithm for feature extraction in histopathological images to detect colon cancer and classify cell types
- Leveraged deep learning and sophisticated image analysis techniques to enhance the accuracy of colon cancer diagnosis
- Implemented image processing on colon images and utilized an if-else branching method to analyze and interpret diagnostic results effectively.
Education
M.Tech - Biomedical Signal processing and Instrumentation
BMS College of Engineering
2023
Bachelor of Engineering - Medical Electronics Engineering
Dr Ambedkar Institute of Technology
2021
Skills
- Technical Skills-:
- Python,Matlab, Image Processing ,Basics of Artificial Intelligence and Machine Learning,Basics of
- SQL,MS Suits
- Soft Skills -:
- Effective communication and presentation skills,Quick learner and adaptable to any environment,Time
- Management,Problem solving
- Research abilities
- Team Collaboration
- Risk Assessment
- Project Coordination
- Data Analysis
- Programming Languages
Work Preference
Work Type
Full TimeInternshipWork Location
HybridImportant To Me
Career advancementCompany CultureWork-life balanceTeam Building / Company RetreatsFlexible work hoursWork from home optionHealthcare benefitsPaper publication
“Detection of Colon Cancer and its Cell Types using Histopathological Images"
GOYA JOURNAL, Preksha A DAS September 2023
Developed an advanced algorithm for feature extraction in histopathological images to detect colon cancer and classify
cell types.
Leveraged deep learning and sophisticated image analysis techniques to enhance the accuracy of colon cancer diagnosis.
Implemented image processing on colon images and utilized an if-else branching method to analyze and interpret
diagnostic results effectively
Timeline
BMS College of Engineering
03.2023 - 04.2023
RTWO Healthcare Solutions
01.2023 - 08.2023
Rajiv Gandhi Institute of Chest Diseases
12.2022 - 08.2023
M S Ramaiah Institute of Technology
01.2021 - 05.2021
Engineer Intern
B.G.S Global Institute of Medical Sciences
01.2020
M.Tech - Biomedical Signal processing and Instrumentation
BMS College of Engineering
Bachelor of Engineering - Medical Electronics Engineering
Dr Ambedkar Institute of Technology
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