DEEPTHY MARY ALEX

Employment

• Mangalam College of Engineering Associate Professor
  2023 - Present

Education

Education history is unavailable.

Projects & Funding

Projects & funding information is unavailable.

Publications (15)

• A hybrid model of random forest ensemble and resample for cardiotocography data classification
  R. Hephzibah
  Sigma Journal of Engineering and Natural Sciences 2025 DOI: 10.14744/sigma.2024.00083
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• Assistance system for the visually challenged
  Deepthy Mary Alex, Meera Panicker Pulupra Ravikumar, Afssy Basheer

  +3 more

  • Anjitha Anil
  • Akash Puthenparambil Santhosh
  • Tenil Sojan
  Aip Conference Proceedings 2025 DOI: 10.1063/5.0261230
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• Design of a Circular Loop Antenna for 5G Millimeter-Wave Application Using Genetic Optimization Algorithm
  4th Wireless Antenna and Microwave Symposium Wams 2025 2025 DOI: 10.1109/WAMS64402.2025.11158444
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• DANNET: deep attention neural network for efficient ear identification in biometrics
  Deepthy Mary Alex, Kalpana Chowdary M., Hanan Abdullah Mengash

  +4 more

  • Venkata Dasu M.
  • Natalia Kryvinska
  • Jyothi Chinna Babu
  • Ajmeera Kiran
  PeerJ Computer Science 2024 DOI: 10.7717/peerj-cs.2603
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• Infinite intelligence A practical approach to deep learning
  Libro Publishers 2024
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• Retinal Image Enhancement based on illumination component and gamma correction
  S. P. James, D. Abraham Chandy, Deepthy Mary Alex
  Iet Conference Proceedings 2023 DOI: 10.1049/icp.2023.1413
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• A Hybrid Random Forest Classifier for Chronic Kidney Disease Prediction from 2D Ultrasound Kidney Images
  Deepthy Mary Alex, D. Abraham Chandy, Hepzibah A. Christinal

  +2 more

  • Arvinder Singh
  • M. Pushkaran
  International Journal of Pattern Recognition and Artificial Intelligence 2022 DOI: 10.1142/S0218001422560109
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• YSegNet: a novel deep learning network for kidney segmentation in 2D ultrasound images
  Deepthy Mary Alex, D. Abraham Chandy, Hepzibah A. Christinal

  +2 more

  • Arvinder Singh
  • M. Pushkaran
  Neural Computing and Applications 2022 DOI: 10.1007/s00521-022-07624-4
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• Exploration of a framework for the identification of chronic kidney disease based on 2d ultrasound images: A survey
  Deepthy Mary Alex, D. Abraham Chandy
  Current Medical Imaging 2021 DOI: 10.2174/1573405616666200923162600
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• Evaluation of Inpainting in Speckled and Despeckled 2D Ultrasound Medical Images
  Deepthy Mary Alex, D. Abraham Chandy
  2020 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA) 2020 DOI: 10.1109/accthpa49271.2020.9213203
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• Comparison of PSO and Sequential Search Algorithms for Improvisation of Entropy-Based Ear Localization
  D. Abraham Chandy, Hepzibah A. Christinal, Rakhi Chandrasekaran

  +1 more

  • Deepthy Mary Alex
  Advances in Intelligent Systems and Computing 2020 DOI: 10.1007/978-981-15-3290-0_4
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• Investigations on Performances of Pre-trained U-Net Models for 2D Ultrasound Kidney Image Segmentation
  Deepthy Mary Alex, D. Abraham Chandy
  2020 DOI: 10.1007/978-3-030-60036-5_13
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• Morphology based inpainting for removal of markers in medical images
  International Journal of Scientific and Technology Research 2020
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• Speckle noise suppression in 2D ultrasound kidney images using local pattern based topological derivative
  Deepthy Mary Alex, Hepzibah A. Christinal, D. Abraham Chandy

  +2 more

  • Arvinder Singh
  • M. Pushkaran
  Pattern Recognition Letters 2020 DOI: 10.1016/j.patrec.2019.12.005
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• Rationalizing of Morphological Renal Parameters and eGFR for Chronic Kidney Disease Detection
  Deepthy Mary Alex, D. Abraham Chandy, Anand Paul
  Advances in Computerized Analysis in Clinical and Medical Imaging 2019 DOI: 10.1201/9780429446030-3
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