SOBHA XAVIER P
Assistant Professor
Areas of Specialization
| Programming languages, Data structures and algorithms, Theoretical computer science , Machine learning and Medical image processing using deep learning |
Areas of Interest
| Programming languages |
| Data structures and algorithms |
| Theoretical computer science |
| MachineLearning and Medical Image Processing using Deep Learning |
- NIVYA WILSON
- SIVAKUMAR K. S.
- RENJU FRANCIS
- ROY JOSEPH
- Dr. BABY C. B.
- JASMIN JOSE
- Dr. ADARSH N. GOKUL
- PRIYA JOSE
- SUGANTHI T.
- VIJI E. P.
- RICH K. J.
- TONY C. J.
- NIDHIN JOHNSON
- BIBIN JOY
- LT COL JACOB ED (RETD)
- V S SUBRAMANIAN
- O P KURIAKOSE
- SIJO C. G.
- Dr. V. M. XAVIOUR
- Dr. JENSON P. O.
- Dr. DENNYMOL P. V.
- Dr. SANDHYA E.
- TINTU DEVASSY
- VIDYA V. MENON
- ANTONY JOSEPH
- SHAWN PADIKKALA
- SHAIJU PAUL
- Dr. SWAPNA B.SASI
- THOMAS GEORGE K
- ASWATHY WILSON
- ANEESH CHANDRAN
- ANEESH P B
- SOBHA XAVIER P
- SUDHEESH.C.N
- NINU FRANCIS
- SAJITHA I
- LUFIYA GEORGE C
- Dr. Sunny Joseph Kalayathankal
- Dr Saju P John
- DR VIJAYAKUMAR R
- DIVYA C R
- JYOTHSNA G K
- SONIA A JOSEPH
- NEERAJA JAMES
- NEETHU JOSEPH C
- SUDHEESH K
- SONA SHAJU K
- SAJU JOSE CHITILAPILLY
- Ms.Anumol C. S
- Dr. Valanto Alappat
- Mr. Arun K
- Mr. Vysagh M
- Treesa C. A
- Ms. Neethu T. V
- Dr. Shyjith M. B
- Ms. Blesmi Rose Joseph
- Dr. Geethu Mary George
- Ms. Reedhu Saji
- PRAVEEN RAJ
- MANOJ KUMAR V K
- CHRISTY V VAZHAPPILLY
- SUKESH O P
- NIKHIL N.S
- SUNEETH SUKUMARAN
- Dr. BIJU C V
- NICE MENACHERY
- HAREESH. N V
- MELVINRAJ C R
- K T VELAYUDHAN
- SHAJU C A
- GURUVAYURAPPAN V
- DAVIS C.C
- JAISON M J
- JOPHY P J
- Dr CIJIL B JOHN
- PARAMESWARAN K
- ANTO ZACHARIAS
- Dr. LAWRANCE C.A.
- Dr. DEEPANRAJ B
- Dr. Biju P. L
- DR. S KRISHNANUNNI
- SATHYA DEV D
- THOMAS JOSEPH
- Mr. Jomin George
Educational Summary
| Course | University | Year |
|---|---|---|
| Bachelor of Technology (B.Tech) | Calicut University | 2008 |
| Master of Engineering (ME) | Anna University Chennai | 2013 |
| Pursuing a Doctor of Philosophy (Ph.D.) | Christ University , Bangalore |
Experience
| From Date | To Date | Institution Name | Designation |
|---|---|---|---|
| 2009-02-04 | 0000-00-00 | Jyothi Engineering College | Assistant Professor |
Achievements
| Achievement | Year |
|---|---|
| KCSTE-TECHFEST INNOVATIVE SCHEME FUND (Student Project) | 2017 |
| KTU Centre for Engineering Research and Development (CERD) fund -(Student Project) | 2024 |
Papers Published
| K. T.K. and Sobha Xavier, "An Intelligent System for Early Assessment and Classification of Brain Tumor," 2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT), Coimbatore, India, 2018, pp. 1265-1268, doi: 10.1109/ICICCT.2018.8473297. |
| Xavier, P.S., Raju, G., Asawthy, S.U. (2022). Pre and Post Operative Brain Tumor Segmentation and Classification for Prolonged Survival. In: Abraham, A., et al. Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021). SoCPaR 2021. Lecture Notes in Networks and Systems, vol 417. Springer, Cham. https://doi.org/10.1007/978-3-030-96302-6_57 |
| P. Sobha Xavier, J. Joshy, M. R. Thayil, M. Nandalal and R. Xavier, "A Web Application for Enhancing Stray Dog Welfare: Identification and Virus Detection," 2023 9th International Conference on Smart Computing and Communications (ICSCC), Kochi, Kerala, India, 2023, pp. 419-423, doi: 10.1109/ICSCC59169.2023.10335055. |
| P., S. X., K., S. P. & G., R. (2024). Enhanced Postoperative Brain MRI Segmentation with Automated Skull Removal and Resection Cavity Analysis. Journal of Computer Science, 20(5), 585-593. https://doi.org/10.3844/jcssp.2024.585.593 |
| Xavier P, S., P. K., S., & Raju G. (2024). Post-Operative Brain MRI Resection Cavity Segmentation Model and Follow-Up Treatment Assistance. International Journal of Online and Biomedical Engineering (iJOE), 20(05), pp. 133–149. https://doi.org/10.3991/ijoe.v20i05.45609 |
| Xavier P, S., Sathish P K, & Raju G. (2024). Advancing Brain Tumor Segmentation in MRI Scans: Hybrid Attention-Residual UNET with Transformer Blocks. International Journal of Online and Biomedical Engineering (iJOE), 20(06), pp. 103–115. https://doi.org/10.3991/ijoe.v20i06.46979 |
Conferences / Workshop / FDPs Attended
| Workshop on Data Analytics & AI organized by Centre for Computer Science and Information Technology (CCSIT), Manjeri, University of Calicut |
| Data Analytics and Machine Learning, STTP , Department of Computer Science, Amal Jyothi Engineering College |
| AICTE sponsored six days online Short Term Training Programme on Emerging Trends in Cryptography and its Applications in CYBER SECURIT Y organized by the Department of Computer Science and Engineering |