Contributing to the global body of knowledge in Artificial Intelligence.
| S.No | Faculty Name / Authors | Title of Publication | Type of Publication / Venue | Year | Publication Link |
|---|---|---|---|---|---|
| 1 | Sandra Jervas, Chinnu Jacob, Imthias Ahamed T. Parambath, R. Resmi, Cristina Popirlan, Claudiu-Ionut Popirlan, and D. Jude Hemanth | LungAtten-Net: A Dual-Stage Framework Integrating Attention and Automated Slice Selection for Lung Cancer Subtype Classification | Engineering Research Express, vol. 8, no. 11, p. 115236 (IOP Publishing) | 2026 | Read Publication |
| 2 | Najma Farsana, R. Resmi, and Chinnu Jacob | A Fractional-Order Super-Twisting Sliding Mode Approach for Dynamic Consensus of Multi-Agent UAV Networks | International Journal of Dynamics and Control, vol. 14, no. 4 (Q2 SCI journal) | 2026 | Read Publication |
| 3 | C. Jacob, Resmi Rajasekharan, Anugraha Vincent, […], and Jude Hemanth Duraisamy | Dynamic consensus control of linear multi-agent systems: Unmanned ground vehicle platooning | Measurement and Control (Q3 journal, Sage journal) | 2025 | Read Publication |
| 4 | Dr. Chinnu Jacob | Three Dimensional N/W with Squeeze and Excitation for Accurate multi-Region Brain Tumor Segmentation | International Journal of Imaging and Technology (SCI and Scopus Indexed, Q2 journal) | 2024 | Read Publication |
| 5 | Dr. Chinnu Jacob & Dr. Sunod Sridar | Pothole Detection and Assessment on Highways Using Enhanced YOLO Algorithm with Attention Mechanisms | Advances in Civil Engineering (SCI and Scopus Indexed) | 2024 | Read Publication |
| 6 | Rufus, Sreehari S., & Anzar S. M. | The robust SmartEnsembleNet: A game changer in finger knuckle biometrics. | Expert Systems with Applications, 124810. (SCI and Scopus Indexed, Impact Factor 7.5, Science Direct Q1 journal) | 2024 | Read Publication |
| 7 | Sumod S., Subramanian S., & Mahmud M. | Classification of Diabetic Retinopathy Disease Levels by Extracting Spectral Features Using Wavelet CNN. | Diagnostics, 14(11), 1093. (SCI and Scopus Indexed, Impact Factor 3.6, MDPI Q2 journal) | 2024 | Read Publication |
| 8 | Abdul Rahim; Sabeena Beevi | Efficient mitosis detection: leveraging pre-trained faster R-CNN and cell-level classification. | Biomedical Physics & Engineering Express, 10(2), 025031. (SCI and Scopus Indexed, Impact Factor 1.3, IOP Publishing) | 2024 | Read Publication |
| 9 | Chinnu J., Menon G. C. | A Hybrid Attention-based Deep Model for Lung Cancer Subtype Classification from Multimodality Images. | International Journal on Artificial Intelligence Tools, 33(01). (SCI and Scopus Indexed, Impact Factor 1.1, World Scientific journal) | 2024 | Read Publication |
| 10 | Abdul Rahim; Sabeena Beevi | Multi CNN based automatic detection of mitotic nuclei in breast histopathological images. | Computers in Biology and Medicine, 158, 106815. (SCI and Scopus Indexed, Impact Factor 7.0, Science Direct Q1 journal) | 2023 | Read Publication |
| 11 | Sumod S., Sumathy S. | Classification of Diabetic Retinopathy disease levels by extracting topological features using Graph Neural Networks. | IEEE Access. (SCI and Scopus Indexed, Impact Factor 3.476, IEEE Q1 journal) | 2023 | Read Publication |
| 12 | Sumod S., Sumathy S. | An effective deep learning model for grading abnormalities in retinal fundus images using variational auto-encoders. | International Journal of Imaging Systems and Technology. (SCI and Scopus Indexed, Impact Factor 3.3, Wiley Q2 journal) | 2023 | Read Publication |
| 13 | Chinnu J., Gopakumar C., Fathima | Optimized radiomics-based machine learning approach for lung cancer subtype classification. | Biomedical Engineering: Applications, Basis and Communications, 35(05), 2350023. (Scopus and ESCI Indexed, World Scientific journal) | 2023 | Read Publication |
| 14 | Anagha K. J., & Beevi S. | Advancing Road Scene Semantic Segmentation with UNet-EfficientNetb7. | International Journal of Engineering and Manufacturing (IJEM), MECS Press. | 2023 | Read Publication |
| 15 | Sumod S., Sumathy S. | RetU-Net: An enhanced U-Net architecture for Retinal Lesion segmentation. | International Journal on Artificial Intelligence Tools. (SCI and Scopus Indexed, Impact Factor 1.1, World Scientific journal) | 2022 | Read Publication |
| 16 | Sumod S., Sumathy S. | Transfer Learning approach in Deep Neural Networks for Uterine Fibroid detection. | International Journal of Computational Science and Engineering. (Scopus and ESCI Indexed, Inderscience journal) | 2022 | Read Publication |
| 17 | Chinnu Jacob; Gopakumar C.; Sivadath B. | Pathological categorization of lung carcinoma from multimodality images using convolutional neural networks. | (SCI and Scopus Indexed, Impact Factor 3.3, Wiley Q2 journal) | 2021 | Read Publication |
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| S.No | Faculty Name / Authors | Title of Publication | Type of Publication / Venue | Year | Publication Link |
|---|---|---|---|---|---|
| 1 | Sravana Pradeep, Dr. Chinnu Jacob, Nissan Kunju, Kartik Prakash | Deep Learning-Based Multi-Class Stroke Classification and Lesion Segmentation from Brain CT Image | IEEE International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS 2026), IEEE Xplore | 2026 | Read Publication |
| 2 | Devananda Rajan, Fousia M Shamsudeen, Chinnu Jacob, Farhana A Rehim, Atal Anil Kumar, D Jude Hemanth | A Deep Learning Framework for Automated Pancreas Localization and Cancer Detection in CT Scans | International Conference on Innovative Mobile and Internet Services in Ubiquitous Computing | 2026 | Read Publication |
| 3 | Najma Farsana, R Resmi, Chinnu Jacob | Correction: A fractional-order super-twisting sliding mode approach for dynamic consensus of multi-agent UAV networks | International Journal of Dynamics and Control | 2026 | Read Publication |
| 4 | Aiswariya P Nair, Sree S Bhagya, Chinnu Jacob | CAI@LTEDI 2026: Multilingual Gender Inclusive Language Generation using Instruction-Guided mT5 Transformer Model | Proceedings of the Sixth Workshop on Language Technology for Equality, Diversity, Inclusion (LTEDI 2026) | 2026 | Read Publication |
| 5 | Rohith P, Dr. Fousia M. Shamsudeen, Dr. Chinnu Jacob, Anjana K. P | Deep Learning Technique for Predicting Lung Cancer Using Genome Sequence | IEEE International Conference on Innovate for Humanitarian: Tech Solutions for Global Challenges (ICIH 2025), Acropolis Institute of Technology and Research, Indore | 2025 | Read Publication |
| 6 | Harsha Harrison, Chinnu Jacob, Blessy Babu, and R. Resmi | mmWave Path Loss Prediction Using Machine Learning and Deep Learning Techniques | Proceedings of the 2025 IEEE 2nd International Conference on Green Industrial Electronics and Sustainable Technologies (GIEST) | 2025 | Read Publication |
| 7 | Ameesha Fathima J and S. Adarsh | Developing Hybrid Decomposition Based Machine Learning Model for Soil Moisture Estimation | Proceedings of the 2025 8th International Conference on Circuit, Power and Computing Technologies (ICCPCT) | 2025 | Read Publication |
| 8 | S. Thasni Fathima, K. Sabeena Beevi and C. Jacob | Deep Learning-Based Tool Segmentation for Sinus Surgery Using Endoscopic Images | Proceedings of the 2025 Eighth International Conference on Image Information Processing (ICIIP 2025), pp. 477–482 | 2025 | Read Publication |
| 9 | Devu R, Devi Vinod, Sreya S, V. Mahalekshmi, Chinnu Jacob, and R. Resmi | STACKPath: A Stacked Classifier-Based ML Pathway for Histopathological Cancer Detection | 2025 8th International Conference on Circuit, Power and Computing Technologies (ICCPCT 2025), pp. 1297–1302 | 2025 | Read Publication |
| 10 | M. Y. S, Y. M. Mohamed and C. Jacob | Detecting AI-Generated Social Media Comments Using BERT-Extracted Semantic Style Features | 2025 Advanced Computing and Communication Technologies for High Performance Applications (ACCTHPA), Ernakulam, India, 2025, pp. 1-6 | 2025 | Read Publication |
| 11 | S. Jervas, C. Jacob, S. Sundar and D. V. P | Context-Driven Chatbot Development: Leveraging Zephyr-7b with RAG for Improved Response Accuracy | 2025 Emerging Technologies for Intelligent Systems (ETIS), Trivandrum, India, 2025, pp. 1-6 | 2025 | Read Publication |
| 12 | S. Supal, S. M. Anzar, C. Jacob and D. Aji | Deep Learning Transformers for Sentiment Classification: A Performance Evaluation | 2025 6th International Conference on Control, Communication and Computing (ICCC), Thiruvanathapuram, India, 2025, pp. 1-6 | 2025 | Read Publication |
| 13 | Sufail; Chinnu Jacob; Christy | An Integrated Deep Learning Approach for Crack Detection and Localization in Tyre Images. | 2024 IEEE Recent Advances in Intelligent Computational Systems (RAICS) | 2024 | Read Publication |
| 14 | Irfan; Chinnu Jacob; Resmi R. | Facial Recognition and CCTV Integration for Enhanced Security Using Deep Learning Techniques. | 2024 IEEE RAICS | 2024 | Read Publication |
| 15 | Anila; Chinnu Jacob; Resmi R. | An Efficient U-Net based Model for Low Grade Glioma Segmentation in MRI Images. | 2024 Second International Conference on Emerging Trends in Information Technology and Engineering (ICETITE) | 2024 | Read Publication |
| 16 | Mithun; Sumod; Christy D. Ponnan | College Library Face Detection and Management System with Anti-spoofing Mechanism. | 2024 IEEE International Conference on Advances in Computing, Optimization and Information Technology (ACOIT) | 2024 | Read Publication |
| 17 | Amala; Saritha Jayaraj; Sumod Sundar; T. P. Imthias Ahamed | Residential Demand Response using Q-Learning with Pursuit Algorithm for Action Selection. | 2023 IEEE International Conference on Power Electronics, Smart Grid, and Renewable Energy (PESGRE) | 2023 | Read Publication |
| 18 | Steephen S.; Sheeba R.; Sumod S. | Demand forecasting in smart homes using deep learning techniques. | 2023 International Conference on Control, Communication and Computing (ICCC) | 2023 | Read Publication |
| 19 | Rufus; Anzar S. M.; Panthakkan A.; Mansoor W. | Transforming Healthcare: Raabin White Blood Cell Classification with Deep Vision Transformer. | 2023 6th Int. Conf. on Signal Processing and Information Security (ICSPIS) | 2023 | Read Publication |
| 20 | Archa Joshy; Sumod S. | Analyzing the Performance of Sentiment Analysis using BERT, DistilBERT, and RoBERTa. | 2022 IEEE IPRECON | 2022 | Read Publication |
| 21 | Fathima N.; Sumod S. | Efficient DDoS Attack Detection using Machine Learning Techniques. | 2022 IEEE IPRECON | 2022 | Read Publication |
| 22 | Jumana; Chinnu Jacob | Deep CNN Based Approach for Driver Drowsiness Detection. | 2022 IEEE IPRECON | 2022 | Read Publication |
| 23 | Rufus; Chinnu Jacob; Anzar S. M.; Panthakkan A. | Mask R-CNN with Multi-Backbones — A Comparative Analysis. | 2022 ICSPIS | 2022 | Read Publication |
| 24 | Abhiram A. P.; Anzar S. M.; Panthakkan A. | DeepSkinNet: a deep learning model for skin cancer detection. | 2022 ICSPIS | 2022 | Read Publication |
| 25 | N. Ansalnakhan; Fousia Shamsudeen | Remaining Useful Life and State of Health Assessment for Lithium Ion Batteries Using CNN-BILSTM-DNN Hybrid Method. | 2022 IEEE IPRECON | 2022 | Read Publication |
| 26 | Sreelekshmi; Adarsh S. | Root Cause Analysis in Power Transformer Failure with Improved Intelligent Methods. | 2022 IEEE IPRECON | 2022 | Read Publication |
| 27 | Akshay K. R.; Sumod S.; Shanir P. P. | Emotion recognition from EEG signals using machine learning model. | 2022 IMPACT Conference | 2022 | Read Publication |
| 28 | Subuhana N.; Aysha; Sumod | Deep learning techniques for breast cancer analysis: a review. | 2021 Fourth International Conference on Microelectronics, Signals & Systems (ICMSS) | 2021 | Read Publication |
| 29 | Ganga Saji; Thanseem; Sumod S. | Deep Learning Methods for Lung Cancer Detection, Classification and Prediction — A Review. | 2021 ICMSS | 2021 | Read Publication |
| 30 | Aswathy S.; Saranya T.; Sumod S.; Santhi N. | Deep Learning Techniques for Brain Tumor Diagnosis: A Review. | 2021 ICMSS | 2021 | Read Publication |
| 31 | Chinnu Jacob; Gopakumar C.; Sivadath B. | Detection and Localization of Pulmonary Carcinoma Using Deep Learning Approach in Computed Tomography Images. | International Conf. on Automation, Signal Processing, Instrumentation and Control | 2020 | Read Publication |
| 32 | Chinnu Jacob; Gopakumar C. | Pulmonary nodule detection techniques in CT images: new strategies and challenges. | 2020 6th Int. Conf. on Advanced Computing and Communication Systems (ICACCS) | 2020 | Read Publication |
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| S.No | Faculty Name / Authors | Title of Publication | Type of Publication / Venue | Year | Publication Link |
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| 1 | Ann B Merin (Batch 2022–24) | Accelerating Unit Testing using Generative AI. | Tata Elxsi Insights | — | Read Publication |
| 2 | — | Automotive System Requirement Generation using Retrieval Augmented Generation (RAG) and Generative AI. | Tata Elxsi Insights | — | Read Publication |
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