KS
KC Santosh
cs.CVcs.LGcs.AICOVID-19eess.IVTuberculosisMedical imagingArtificial IntelligenceChest X-rayChest X-rays
On Valency
published · living versionsW_jzhgmtqs·v1 · currentpublished
When Cell Crops Share a Parent: Measuring and Isolating Acquisition Leakage in Cervical Cytology Benchmarks
with Snehasish Ghosh, Soham Mitra, Antareep Majumdar, Nibaran Das
1 version
Preprints & journals
70 papers in the corpus · 2013–2026SAGE: Surrogate-gradient Adaptation via Attention-Guided Entropy for Spiking Transformers2608.13702v1 · Kiran Nair, Rodrigue Rizk, KC Santosh2026 · 0 citationsarXiv
Grad-CAM for Vision Transformers: A Systematic Taxonomy and Audit of Methodological Ambiguity in Explainable AI2608.05258v1 · Casey Wall, Longwei Wang, Rodrigue Rizk et al.2026 · 0 citationsarXiv
Explainable Novel Category Discovery in Semantic Concept Space2607.04548v1 · Ifrat Ikhtear Uddin, Yang Zhou, KC Santosh et al.2026 · 0 citationsarXiv
Winsor-CAM: Human-Tunable Visual Explanations From Deep Networks via Layer-Wise Winsorization.41740094 · Wall, Casey, Wang, Longwei, Rizk, Rodrigue et al.2026 · 13 citationsIEEE transactions on pattern analysis and machine intelligence. 2026;48(7):7920-7937
Uncertainty-Aware LLM-Guided Policy Shaping for Sparse-Reward Reinforcement Learning2606.06673v1 · Ujjwal Bhatta, Utsabi Dangol, Sumaly Bajracharya et al.2026 · 0 citationsarXiv
Robust and Clinically Reliable EEG Biomarkers: A Cross Population Framework for Generalizable Parkinson's Disease Detection2604.23933v1 · Nicholas R. Rasmussen, Longwei Wang, Rodrigue Rizk et al.2026 · 0 citationsarXiv
Fragile Reasoning: A Mechanistic Analysis of LLM Sensitivity to Meaning-Preserving Perturbations2604.01639v1 · Shou-Tzu Han, Rodrigue Rizk, KC Santosh2026 · 0 citationsarXiv
MFil-Mamba: Multi-Filter Scanning for Spatial Redundancy-Aware Visual State Space Models2603.20074v1 · Puskal Khadka, KC Santosh2026 · 0 citationsarXiv
AI-CARE: Carbon-Aware Reporting Evaluation Metric for AI Models2602.16042v2 · KC Santosh, Srikanth Baride, Rodrigue Rizk2026 · 0 citationsarXiv
Learning to Select Like Humans: Explainable Active Learning for Medical Imaging2602.13308v3 · Ifrat Ikhtear Uddin, Longwei Wang, Xiao Qin et al.2026 · 4 citationsarXiv
Bi-Cephalic Self-Attended Model to Classify Parkinson's Disease Patients With Freezing of Gait.41714177 · Mitin, Shomoita Jahid, Rizk, Rodrigue, Scherer, Maximilian et al.2026 · 2 citationsThe European journal of neuroscience. 2026;63(4):e70433
Explainability-Guided Defense: Attribution-Aware Model Refinement Against Adversarial Data Attacks2601.00968v1 · Longwei Wang, Mohammad Navid Nayyem, Abdullah Al Rakin et al.2026 · 0 citationsarXiv
Expert-Guided Explainable Few-Shot Learning with Active Sample Selection for Medical Image Analysis.41477804 · Wang, Longwei, Uddin, Ifrat Ikhtear, Santosh, K C2026 · 7 citationsIEEE journal of biomedical and health informatics. 2026;PP
Channel Selected Stratified Nested Cross Validation for Clinically Relevant EEG Based Parkinsons Disease Detection2601.05276v2 · Nicholas R. Rasmussen, Rodrigue Rizk, Longwei Wang et al.2025 · 0 citationsarXiv
I Detect What I Don't Know: Incremental Anomaly Learning with Stochastic Weight Averaging-Gaussian for Oracle-Free Medical Imaging2511.03912v2 · Nand Kumar Yadav, Rodrigue Rizk, William CW Chen et al.2025 · 0 citationsarXiv
Toward Carbon-Neutral Human AI: Rethinking Data, Computation, and Learning Paradigms for Sustainable Intelligence2510.23524v1 · KC Santosh, Rodrigue Rizk, Longwei Wang2025 · 2 citationsarXiv
Bridging Symmetry and Robustness: On the Role of Equivariance in Enhancing Adversarial Robustness2510.16171v3 · Longwei Wang, Ifrat Ikhtear Uddin, KC Santosh et al.2025 · 0 citationsarXiv
Promoting Shape Bias in CNNs: Frequency-Based and Contrastive Regularization for Corruption Robustness2509.11355v1 · Robin Narsingh Ranabhat, Longwei Wang, Amit Kumar Patel et al.2025 · 2 citationsarXiv
CoSwin: Convolution Enhanced Hierarchical Shifted Window Attention For Small-Scale Vision2509.08959v1 · Puskal Khadka, Rodrigue Rizk, Longwei Wang et al.2025 · 0 citationsarXiv
Expert-Guided Explainable Few-Shot Learning for Medical Image Diagnosis2509.08007v2 · Ifrat Ikhtear Uddin, Longwei Wang, KC Santosh2025 · 7 citationsarXiv
GetNetUPAM: Ecologically Informed Nested Cross-Validation and Noise-Robust Attention for Marine Bioacoustic Monitoring2509.04682v2 · Nicholas R. Rasmussen, Rodrigue Rizk, Longwei Wang et al.2025 · 0 citationsarXiv
MLRU++: Multiscale Lightweight Residual UNETR++ with Attention for Efficient 3D Medical Image Segmentation2507.16122v3 · Nand Kumar Yadav, Rodrigue Rizk, William CW Chen et al.2025 · 0 citationsarXiv
EEG-Based Classification of Parkinson's Disease With Freezing of Gait Using Midfrontal Beta Oscillations.40613373 · Roy, Shotabdi, Nuamah, Joseph, Bosch, Taylor J et al.2025 · 3 citationsJournal of integrative neuroscience. 2025;24(6):39023
FocusNet: Transformer-enhanced Polyp Segmentation with Local and Pooling Attention2504.13597v1 · Jun Zeng, KC Santosh, Deepak Rajan Nayak et al.2025 · 0 citationsarXiv
LakotaBERT: A Transformer-based Model for Low Resource Lakota Language2503.18212v1 · Kanishka Parankusham, Rodrigue Rizk, KC Santosh2025 · 0 citationsarXiv
The Heart of Transformation: Exploring Artificial Intelligence in Cardiovascular Disease.40002840 · Chowdhury, Mohammed A, Rizk, Rodrigue, Chiu, Conroy et al.2025 · 49 citationsBiomedicines. 2025;13(2)
L2GNet: Optimal Local-to-Global Representation of Anatomical Structures for Generalized Medical Image Segmentation2502.05229v1 · Vandan Gorade, Sparsh Mittal, Neethi Dasu et al.2025 · 0 citationsarXiv
Non-Uniform Illumination Attack for Fooling Convolutional Neural Networks2409.03458v1 · Akshay Jain, Shiv Ram Dubey, Satish Kumar Singh et al.2024 · 2 citationsarXiv
Introduction to the special issue on IEEE CBMS 2022 mining healthcare: AI and machine learning for biomedicine.39227207 · Sicilia, Rosa, Shen, Linlin, Rodríguez-González, Alejandro et al.2024 · 1 citationArtificial intelligence in medicine. 2024;156:102954
Advances and Challenges in Meta-Learning: A Technical Review.38265905 · Vettoruzzo, Anna, Bouguelia, Mohamed-Rafik, Vanschoren, Joaquin et al.2024 · 317 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(7):4763-4779
Enabling clustering algorithms to detect clusters of varying densities through scale-invariant data preprocessing2401.11402v1 · Sunil Aryal, Jonathan R. Wells, Arbind Agrahari Baniya et al.2024 · 0 citationsarXiv
A Systematic Review on Deep Structured Learning for COVID-19 Screening Using Chest CT from 2020 to 2022.37685422 · Santosh, K C, GhoshRoy, Debasmita, Nakarmi, Suprim2024 · 21 citationsHealthcare (Basel, Switzerland). 2023;11(17)
AI Tools for Assessing Human Fertility Using Risk Factors: A State-of-the-Art Review.37610455 · GhoshRoy, Debasmita, Alvi, P A, Santosh, K C2023 · 26 citationsJournal of medical systems. 2023;47(1):91
Unboxing Industry-Standard AI Models for Male Fertility Prediction with SHAP.37046855 · GhoshRoy, Debasmita, Alvi, Parvez Ahmad, Santosh, K C2024 · 28 citationsHealthcare (Basel, Switzerland). 2023;11(7)
SecureFed: federated learning empowered medical imaging technique to analyze lung abnormalities in chest X-rays.36817940 · Makkar, Aaisha, Santosh, K C2024 · 48 citationsInternational journal of machine learning and cybernetics. 2023:1-12
Analyzing Overlaid Foreign Objects in Chest X-rays-Clinical Significance and Artificial Intelligence Tools.36766883 · Roy, Shotabdi, Santosh, K C2023 · 7 citationsHealthcare (Basel, Switzerland). 2023;11(3)
PC-SNN: Predictive Coding-based Local Hebbian Plasticity Learning in Spiking Neural Networks2211.15386v3 · Haidong Wang, Xiaogang Xiong, Mengting Lan et al.2022 · 5 citationsarXiv
Advances in Deep Learning for Tuberculosis Screening using Chest X-rays: The Last 5 Years Review.36241922 · Santosh, K C, Allu, Siva, Rajaraman, Sivaramakrishnan et al.2022 · 105 citationsJournal of medical systems. 2022;46(11):82
A systematic review on cough sound analysis for Covid-19 diagnosis and screening: is my cough sound COVID-19?35634112 · Santosh, K C, Rasmussen, Nicholas, Mamun, Muntasir et al.2024 · 47 citationsPeerJ. Computer science. 2022;8:e958
Deep features to detect pulmonary abnormalities in chest X-rays due to infectious diseaseX: Covid-19, pneumonia, and tuberculosis.36532848 · Mahbub, Md Kawsher, Biswas, Milon, Gaur, Loveleen et al.2022 · 113 citationsInformation sciences. 2022;592:389-401
Socioeconomic impact due to COVID-19: An empirical assessment.35165495 · Gupta, Vedika, Santosh, K C, Arora, Rameshwar et al.2022 · 95 citationsInformation processing & management. 2022;59(2):102810
A Novel Data Pre-processing Technique: Making Data Mining Robust to Different Units and Scales of Measurement2111.04253v1 · Arbind Agrahari Baniya, Sunil Aryal, Santosh KC2021 · 1 citationAustralian Journal of Intelligent Information Processing Systems, Vol. 16, Issue: 3 pp.1-8, 2019
Interval timing and midfrontal delta oscillations are impaired in Parkinson's disease patients with freezing of gait.34674006 · Bosch, Taylor J, Barsainya, Richa, Ridder, Andrew et al.2022 · 15 citationsJournal of neurology. 2022;269(5):2599-2609
Covid-19 Imaging Tools: How Big Data is Big?34081193 · Santosh, K C, Ghosh, Sourodip2021 · 67 citationsJournal of medical systems. 2021;45(7):71
Improved U-Net architecture with VGG-16 for brain tumor segmentation.34047928 · Ghosh, Sourodip, Chaki, Aunkit, Santosh, K C2021 · 133 citationsPhysical and engineering sciences in medicine. 2021;44(3):703-712
Understanding cartoon emotion using integrated deep neural network on large dataset.33903785 · Jain, Nikita, Gupta, Vedika, Shubham, Shubham et al.2022 · 45 citationsNeural computing & applications. 2022;34(24):21481-21501
5K+ CT Images on Fractured Limbs: A Dataset for Medical Imaging Research.33687570 · Ruikar, Darshan D, Santosh, K C, Hegadi, Ravindra S et al.2021 · 17 citationsJournal of medical systems. 2021;45(4):51
Shallow Convolutional Neural Network for COVID-19 Outbreak Screening Using Chest X-rays.33564340 · Mukherjee, Himadri, Ghosh, Subhankar, Dhar, Ankita et al.2024 · 122 citationsCognitive computation. 2021:1-14
Geometric Regularized Hopfield Neural Network for Medical Image Enhancement.33552152 · Alenezi, Fayadh, Santosh, K C2021 · 32 citationsInternational journal of biomedical imaging. 2021;2021:6664569
Automatic Lung Health Screening Using Respiratory Sounds.33426615 · Mukherjee, Himadri, Sreerama, Priyanka, Dhar, Ankita et al.2021 · 79 citationsJournal of medical systems. 2021;45(2):19
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