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Journal Articles

Early identification of catheter misplacement and lines on chest x-rays

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Nandini Vijaykumar, Supreetha Shanmuganathan, Swetha Alagappan, Vijayarani Madhaiyan, Yashhwanthini Sureshkumar
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3279, 020085 (2025)
https://doi.org/10.1063/5.0262907
Published: April 2025
View articletitled, Early identification of catheter misplacement and lines on chest x-rays
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Journal Articles

An optimized assistive device for stage based classification and detection of pneumonia using machine learning

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Sakthivel Subramaniam, Visnu Yaathav Saravanan Santhi, Sedhuragavan Munusamy, Saran Kumar Jayaraman Deivajothi
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3279, 020135 (2025)
https://doi.org/10.1063/5.0263028
Published: April 2025
View articletitled, An optimized assistive device for stage based classification and detection of pneumonia using machine learning
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Journal Articles

A transfer learning based model for brain tumor detection using magnetic resonance imaging

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Saurabh Srivastava, Tasneem Ahmed, Rajeev Kumar, Amit Saxena
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3224, 020059 (2025)
https://doi.org/10.1063/5.0246542
Published: February 2025
View articletitled, A transfer learning based model for brain tumor detection using magnetic resonance imaging
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Journal Articles

Performance analysis VGG-19 deep learning model for tuberculosis detection

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Lathifah Aliya Pratiwi, Abdullah Ahmad Dzikrullah
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3248, 040002 (2025)
https://doi.org/10.1063/5.0236776
Published: January 2025
View articletitled, Performance analysis VGG-19 deep learning model for tuberculosis detection
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Journal Articles

Breast cancer detection using enhanced preprocessing techniques to trace accurate skin air interface

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V. Vijaya Chamundeeswari, V. Gowri
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3159, 020027 (2025)
https://doi.org/10.1063/5.0247043
Published: January 2025
View articletitled, Breast cancer detection using enhanced preprocessing techniques to trace accurate skin air interface
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Journal Articles

Fractal texture analysis for automated breast cancer detection

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V. Vijaya Chamundeeswari, V. Gowri
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3159, 020032 (2025)
https://doi.org/10.1063/5.0247044
Published: January 2025
View articletitled, Fractal texture analysis for automated breast cancer detection
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Journal Articles

Hough transform based bone fracture detection

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Bharatha Sreeja Ganesan, Inbamalar Tharcis Mariapushpam, Sudha Suresh, Kannan Pauliah Nadar, Subha Thankamony Devakhi, Manikanta Sai Venkatesh, Lalith Kumar, Sanjeev Kumar Nagarajan
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3159, 020049 (2025)
https://doi.org/10.1063/5.0247214
Published: January 2025
View articletitled, Hough transform based bone fracture detection
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Journal Articles

Detection and comparison of accuracy using 3D spatial transform network with 2.5D CNN models for pulmonary nodules

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S. Hemnath, Geetha Ramalingam
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3193, 020214 (2024)
https://doi.org/10.1063/5.0232821
Published: November 2024
View articletitled, Detection and comparison of accuracy using 3D spatial transform network with 2.5D CNN models for pulmonary nodules
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Journal Articles

Comparison of decision tree over logistic regression algorithm in adrenal disease segmentation and classification with improved accuracy

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B. Sree Varun, S. Prem Kumar
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3193, 020181 (2024)
https://doi.org/10.1063/5.0238131
Published: November 2024
View articletitled, Comparison of decision tree over logistic regression algorithm in adrenal disease segmentation and classification with improved accuracy
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Journal Articles

Enhanced U-net architecture for ultrasound image speckle reduction

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Nilima Patil, M. M. Deshpande, V. N. Pawar, Pragati Fatinge
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3214, 020043 (2024)
https://doi.org/10.1063/5.0239086
Published: November 2024
View articletitled, Enhanced U-net architecture for ultrasound image speckle reduction
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Journal Articles

Texture-based classification of ultrasound breast cancer images using machine learning

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Arun Balodi, Rakshith Nagamangala Raghavendra, Ambar Bajpai, Manoj Tolani
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3131, 020018 (2024)
https://doi.org/10.1063/5.0229734
Published: September 2024
View articletitled, Texture-based classification of ultrasound breast cancer images using machine learning
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Journal Articles

Automatic lung nodule classification using deep learning: CNN architecture

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A. Mukil, L. J. B. Andrews, N. S. Lai, C. C. Lim
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3161, 020093 (2024)
https://doi.org/10.1063/5.0229402
Published: August 2024
View articletitled, Automatic lung nodule classification using deep learning: CNN architecture
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Journal Articles

Noise power spectrum (NPS) characteristics on CT imaging: Slice thickness and filter types variations

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Hanendya Disha Randy Raharja, Doharmansyah Putra, Ariij Naufal, Choirul Anam, Nina I. S. H. Supit, Ucok Noptua Haposan
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3210, 030014 (2024)
https://doi.org/10.1063/5.0228059
Published: August 2024
View articletitled, Noise power spectrum (NPS) characteristics on CT imaging: Slice thickness and filter types variations
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Journal Articles

Advaya Bot - Radiologist assistant robot development & its usage in healthcare applications

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Sampada Viraj Dravid, Nazeer Shaik, Gurumeet C. Wadhawa, S. Kaliappan, G. Pavithra, T. C. Manjunath
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3149, 140034 (2024)
https://doi.org/10.1063/5.0225352
Published: August 2024
View articletitled, Advaya Bot - Radiologist assistant robot development & its usage in healthcare applications
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Journal Articles

Brain tumor classification and segmentation using deep learning approach

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R. Suresh Kumar, P. T. Vasanth Raj, K. Praveen, R. Dhanagopal, A. N. V. Yaswanth, G. Vedavamsi, M. Chaitanya
Journal: AIP Conference Proceedings
AIP Conf. Proc. 2937, 020048 (2024)
https://doi.org/10.1063/5.0218076
Published: August 2024
View articletitled, Brain tumor classification and segmentation using deep learning approach
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Journal Articles

Deep learning-based pneumonia classification using CNN models

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S. S. Saranya, Kashyapi Singh, Aradhya Agrahari, K. Prasanth
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3075, 020024 (2024)
https://doi.org/10.1063/5.0217211
Published: July 2024
View articletitled, Deep learning-based pneumonia classification using CNN models
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Journal Articles

Covid 19 diagnosis systems based on convolutional neural network techniques

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Mohammed Musharaff Faizan, Dudekula Dinesh Babu, R. Srinivasan
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3075, 020192 (2024)
https://doi.org/10.1063/5.0217071
Published: July 2024
View articletitled, Covid 19 diagnosis systems based on convolutional neural network techniques
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Journal Articles

Detection of brain tumor from MRI images using deep learning approach

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Vishnupriya Polamreddy, Chavala Pushpak Sai Laxman, Rajalakshmi Mohandoss
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3075, 020265 (2024)
https://doi.org/10.1063/5.0217130
Published: July 2024
View articletitled, Detection of brain tumor from MRI images using deep learning approach
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Journal Articles

Effective machine learning techniques for brain pathology classification on mr images

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Ruaa M. Mahmood, Nehad T. A. Ramaha, Ismail R. Karas
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3077, 040014 (2024)
https://doi.org/10.1063/5.0212771
Published: July 2024
View articletitled, Effective machine learning techniques for brain pathology classification on mr images
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Journal Articles

Early detection of lung infection in CT images using clustering algorithms controllers: Fuzzy c-means, Gaussian mixture model, and k-means-based feature extraction

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Dhirgaam A. Kadhim, Jabbar Salman Hussein, Kadhim M. Haddao, Mithaq N. Rahema
Journal: AIP Conference Proceedings
AIP Conf. Proc. 3091, 030005 (2024)
https://doi.org/10.1063/5.0205275
Published: May 2024
View articletitled, Early detection of lung infection in CT images using clustering algorithms controllers: Fuzzy c-means, Gaussian mixture model, and k-means-based feature extraction
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