Dinesh Kant Kumar

76 papers B 8C 5Misc 6Journal 37Unranked 20

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Refine XGBoost with SHAP explainability for non-invasive early detection of diabetic kidney disease: Estimated cardiac output as a potential indicator. Comput. Methods Programs Biomed. Ngoc Minh To, Quoc Cuong Ngo, Barbara Polus, Minh Ngoc Dinh, Ahsan Khandoker, Anish Menon, Dinesh Kant Kumar
2025	J	`jnl`	A pilot study for speech assessment to detect the severity of Parkinson's disease: An ensemble approach. Comput. Biol. Medicine Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, Arissa Yoshida, Nícolas Barbosa Gomes, João P. Papa, Dinesh Kant Kumar
2025	J	`jnl`	Enhanced Domain Adaptation for Foot Ulcer Segmentation Through Mixing Self-Trained Weak Labels. J. Imaging Inform. Medicine David Jozef Hresko, Peter Drotár, Quoc Cuong Ngo, Dinesh Kant Kumar
2025	J	`jnl`	Facial Expression Analysis in Parkinsons's Disease Using Machine Learning: A Review. ACM Comput. Surv. Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Danilo Samuel Jodas, João Paulo Papa, Dinesh Kant Kumar
2025	J	`jnl`	Multiscale Graph Transformer for Brain Disorder Diagnosis. IEEE Trans. Consumer Electron. Ahsan Shehzad, Dongyu Zhang, Shuo Yu, Shagufta Abid, Dinesh Kant Kumar, Feng Xia
2025	J	`jnl`	Poincaré Image Analysis of Short-Term Electrocardiogram for Detecting Atrial Fibrillation. IEEE J. Biomed. Health Informatics Md Mayenul Islam, Mohammod Abdul Motin, Sumaiya Kabir, Dinesh Kant Kumar
2024	B	`conf`	A Stable Diffusion Approach for RGB to Thermal Image Conversion for Leg Ulcer Assessment. CBMS Guilherme C. Oliveira, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar
2024	J	`jnl`	Facial expressions to identify post-stroke: A pilot study. Comput. Methods Programs Biomed. Guilherme C. Oliveira, Quoc Cuong Ngo, Leandro A. Passos, Leonardo S. Oliveira, João P. Papa, Dinesh Kant Kumar
2024	B	`conf`	NestNeuro: Leveraging Chatbots for Vocal Screening. CBMS Guilherme C. Oliveira, Nemuel Daniel Pah, Quoc Cuong Ngo, João P. Papa, Dinesh Kant Kumar
2024	J	`jnl`	Robust deep learning for eye fundus images: Bridging real and synthetic data for enhancing generalization. Biomed. Signal Process. Control. Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
2023	J	`jnl`	On the inter-dataset generalization of machine learning approaches to Parkinson's disease detection from voice. Int. J. Medical Informatics Máté Hires, Peter Drotár, Nemuel Daniel Pah, Quoc Cuong Ngo, Dinesh Kant Kumar
2022	J	`jnl`	Convolutional neural network ensemble for Parkinson's disease detection from voice recordings. Comput. Biol. Medicine Máté Hires, Matej Gazda, Peter Drotár, Nemuel Daniel Pah, Mohammod Abdul Motin, Dinesh Kant Kumar
2022	J	`jnl`	Parkinson's Disease Detection Using Smartphone Recorded Phonemes in Real World Conditions. IEEE Access Mohammod Abdul Motin, Nemuel Daniel Pah, Sanjay Raghav, Dinesh Kant Kumar
2022	J	`jnl`	Which Generative Adversarial Network Yields High-Quality Synthetic Medical Images: Investigation Using AMD Image Datasets. CoRR Guilherme C. Oliveira, Gustavo H. Rosa, Daniel C. G. Pedronette, João P. Papa, Himeesh Kumar, Leandro A. Passos, Dinesh Kant Kumar
2021	J	`jnl`	Computerized Screening of Essential Tremor and Level of Severity Using Consumer Tablet. IEEE Access Mohammod Abdul Motin, James Peters, Laura Perju-Dumbrava, Catherine Ding, Michael Eller, Sanjay Raghav, Sheik Mohammed Ali, Peter Kempster, Peter J. Radcliffe, Dinesh Kant Kumar
2021	J	`jnl`	Initial phantom studies for an office-based low-field MR system for prostate biopsy. Int. J. Comput. Assist. Radiol. Surg. Selin Chiragzada, Eva Hellman, Duncan Michael, Ramakrishnan Narayanan, Aleksandar Nacev, Dinesh Kant Kumar
2021	J	`jnl`	Pupillary Complexity for the Screening of Glaucoma. IEEE Access Quoc Cuong Ngo, Susmit Bhowmik, Marc Sarossy, Dinesh Kant Kumar
2021	—	`conf`	Spatial Intensity Map of HDEMG Based Classification of Muscle Fatigue. MIE Navaneethakrishna Makaram, Sridhar P. Arjunan, Dinesh Kant Kumar, Ramakrishnan Swaminathan
2020	—	`conf`	Differentiating between Parkinson's disease patients and controls using variability in muscle activation during walking. EMBC Sana Manjeri Keloth, Peter J. Radcliffe, Sanjay Raghav, Sridhar P. Arjunan, Dinesh Kant Kumar
2020	—	`conf`	Estimation of Parkinson's disease severity from voice features of vowels and consonant. EMBC Rekha Viswanathan, Sridhar P. Arjunan, Peter Kempster, Sanjay Raghav, Dinesh Kant Kumar
2020	—	`conf`	PPG Derived Respiratory Rate Estimation in Daily living Conditions. EMBC Mohammod Abdul Motin, Chandan Kumar Karmakar, Dinesh Kant Kumar, Marimuthu Palaniswami
2020	—	`conf`	Sample entropy analysis of pupillary signals in glaucoma patients and control via light-induced pupillometry. EMBC Susmit Bhowmik, Mohammod Abdul Motin, Marc Sarossy, Peter J. Radcliffe, Dinesh Kant Kumar
2019	J	`jnl`	A novel color space of fundus images for automatic exudates detection. Biomed. Signal Process. Control. Parham Khojasteh, Behzad Aliahmad, Dinesh Kant Kumar
2019	J	`jnl`	Exudate detection in fundus images using deeply-learnable features. Comput. Biol. Medicine Parham Khojasteh, Leandro A. Passos Junior, Tiago J. Carvalho, Edmar R. S. Rezende, Behzad Aliahmad, João Paulo Papa, Dinesh Kant Kumar
2018	J	`jnl`	Computational model to investigate the relative contributions of different neuromuscular properties of tibialis anterior on force generated during ankle dorsiflexion. Medical Biol. Eng. Comput. Ariba Siddiqi, Sridhar Poosapadi Arjunan, Dinesh Kant Kumar
2018	—	`conf`	Introducing a Novel Layer in Convolutional Neural Network for Automatic Identification of Diabetic Retinopathy. EMBC Parham Khojasteh, Behzad Aliahmad, Sridhar P. Arjunan, Dinesh Kant Kumar
2016	J	`jnl`	Development of Health Parameter Model for Risk Prediction of CVD Using SVM. Comput. Math. Methods Medicine Premith Unnikrishnan, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Himeesh Kumar, Paul Mitchell, Ryo Kawasaki
2016	J	`jnl`	Effect of number of motor units and muscle fibre type on surface electromyogram. Medical Biol. Eng. Comput. Sridhar Poosapadi Arjunan, Dinesh Kant Kumar, Katherine Wheeler, Hirokazu Shimada, Ariba Siddiqi
2016	B	`conf`	Improved sEMG signal classification using the Twin SVM. SMC Sumit Soman, Jayadeva, Sridhar P. Arjunan, Dinesh Kant Kumar
2015	J	`jnl`	Impact of vibration on the muscle endurance and fatigue during strengthening exercise. Int. J. Medical Eng. Informatics Sridhar Poosapadi Arjunan, Dinesh Kant Kumar
2015	J	`jnl`	Spectral properties of surface electromyogram signal and change in muscle conduction velocity during isometric muscle contraction. Signal Image Video Process. Sridhar Poosapadi Arjunan, Dinesh Kant Kumar, Katherine Wheeler, Hirokazu Shimada
2014	J	`jnl`	Signal processing evaluation of myoelectric sensor placement in low-level gestures: sensitivity analysis using independent component analysis. Expert Syst. J. Knowl. Eng. Ganesh R. Naik, Dinesh Kant Kumar, Marimuthu Palaniswami
2012	J	`jnl`	Identification of Hand and Finger Movements Using Multi Run ICA of Surface Electromyogram. J. Medical Syst. Ganesh R. Naik, Dinesh Kant Kumar
2012	—	`conf`	Towards better real-time control of smart wheelchair using subtle finger movements via wireless (blue-tooth) interface. IHCI Sridhar Poosapadi Arjunan, Hans Weghorn, Jay O'Connor, Dinesh Kant Kumar, Sruthi Shahebjada, Teodiano F. Bastos
2011	J	`jnl`	An Overview of Independent Component Analysis and Its Applications. Informatica (Slovenia) Ganesh R. Naik, Dinesh Kant Kumar
2011	J	`jnl`	Reliability and variability in facial electromyography for identification of speech and for human computer control: an experimental study. Int. J. Medical Eng. Informatics Sridhar Poosapadi Arjunan, Hans Weghorn, Dinesh Kant Kumar
2011	J	`jnl`	Robust Methodology for Fractal Analysis of the Retinal Vasculature. IEEE Trans. Medical Imaging Mohd Zulfaezal Che Azemin, Dinesh Kant Kumar, Tien Yin Wong, Ryo Kawasaki, Paul Mitchell, Jie Jin Wang
2010	J	`jnl`	Twin SVM for gesture classification using the surface electromyogram. IEEE Trans. Inf. Technol. Biomed. Ganesh R. Naik, Dinesh Kant Kumar, Jayadeva
2009	J	`jnl`	Determining Number of Independent Sources in Undercomplete Mixture. EURASIP J. Adv. Signal Process. Ganesh R. Naik, Dinesh Kant Kumar
2009	Misc	`conf`	Estimation of Muscle Fatigue during Cyclic Contractions Using Source Separation Techniques. DICTA Ganesh R. Naik, Dinesh Kant Kumar, Katherine Wheeler, Sridhar Poosapadi Arjunan
2009	—	`conf`	Information based filtering of audio for multimedia applications. IADIS AC (2) Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Guo Yina, Hirokazu Shimada
2009	Misc	`conf`	Shape Signature for Retinal Biometrics. DICTA Mohd Zulfaezal Che Azemin, Dinesh Kant Kumar, Hong Ren Wu
2008	J	`jnl`	Limitations and Applications of ICA for Surface electromyogram for Identifying Hand Gestures. Int. J. Comput. Intell. Appl. Djuwari Djuwari, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Ganesh R. Naik
2008	C	`conf`	Lip-Reading Technique Using Spatio-Temporal Templates and Support Vector Machines. CIARP Wai Chee Yau, Dinesh Kant Kumar, Tharangini Chinnadurai
2008	—	`conf`	Multi modal gesture identification for HCI using surface EMG. MindTrek Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan
2008	C	`conf`	Multi run ICA and surface EMG based signal processing system for recognising hand gestures. CIT Ganesh R. Naik, Dinesh Kant Kumar, Marimuthu Palaniswami
2008	J	`jnl`	Vision-based technique for secure recognition of voice-less commands. Int. J. Electron. Secur. Digit. Forensics Wai Chee Yau, Dinesh Kant Kumar, Hans Weghorn
2008	J	`jnl`	Visual Speech Recognition Using Dynamic Features and Support Vector Machines. Int. J. Image Graph. Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan
2007	—	`conf`	Improving Isometric Hand Gesture Identification for HCI based on Independent Component Analysis in Bio-signal Processing. PRIS Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Vijay P. Singh, Marimuthu Palaniswami
2007	Misc	`conf`	Limitations and Applications of ICA in Facial sEMG and Hand Gesture sEMG for Human Computer Interaction. DICTA Ganesh R. Naik, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Hans Weghorn, Marimuthu Palaniswami
2007	Misc	`conf`	Recognition of Facial Movements and Hand Gestures Using Surface Electromyogram(sEMG) for HCI Based Applications. DICTA Sridhar Poosapadi Arjunan, Dinesh Kant Kumar
2007	—	`conf`	Recognition of Human Movements Using Hidden Markov Models - An Application to Visual Speech Recognition. PRIS Wai Chee Yau, Dinesh Kant Kumar, Hans Weghorn
2007	—	`conf`	Recognition of Human Voice Utterances from Facial Surface EMG without Using Audio Signals. ICEIS (Selected Papers) Sridhar Poosapadi Arjunan, Hans Weghorn, Dinesh Kant Kumar, Ganesh R. Naik, Wai Chee Yau
2007	—	`conf`	Silent Bilingual Vowel Recognition - Using fSEMG for HCI based Speech Commands. ICEIS (5) Sridhar Poosapadi Arjunan, Hans Weghorn, Dinesh Kant Kumar, Wai Chee Yau
2007	Misc	`conf`	Subtle Hand Gesture Identification for HCI Using Temporal Decorrelation Source Separation BSS of Surface EMG. DICTA Ganesh R. Naik, Dinesh Kant Kumar, Hans Weghorn, Marimuthu Palaniswami
2007	C	`conf`	Visual Speech Recognition Using Motion Features and Hidden Markov Models. CAIP Wai Chee Yau, Dinesh Kant Kumar, Hans Weghorn
2007	Misc	`conf`	Visual Speech Recognition and Utterance Segmentation Based on Mouth Movement. DICTA Wai Chee Yau, Hans Weghorn, Dinesh Kant Kumar
2007	J	`jnl`	Visual recognition of speech consonants using facial movement features. Integr. Comput. Aided Eng. Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan
2006	—	`conf`	Detection of S1 and S2 Heart Sounds by High Frequency Signatures. EMBC Dinesh Kant Kumar, Paulo Carvalho, Manuel Antunes, Jorge Henriques, Luis Eugénio, Ralf Schmidt, Jörg Habetha
2006	B	`conf`	Visual Speech Recognition Method Using Translation, Scale and Rotation Invariant Features. AVSS Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan
2006	—	`conf`	Visual Speech Recognition Using Image Moments and Multiresolution Wavelet Images. CGIV Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Sanjay Kumar
2006	—	`conf`	Visual speech recognition using wavelet transform and moment based features. ICINCO-RA Wai Chee Yau, Dinesh Kant Kumar, Sridhar Poosapadi Arjunan, Sanjay Kumar
2006	J	`jnl`	Wavelet Classification of Indoor Environmental Sound Sources. Int. J. Wavelets Multiresolution Inf. Process. Neil McLachlan, Dinesh Kant Kumar, John Becker
2005	C	`conf`	Applicability of facial emg in hci and voiceless communication. ICINCO Sanjay Kumar, Dinesh Kant Kumar, Melaku Alemu
2005	C	`conf`	Biosignals Emotive Human Control Interaction. ICINCO Dinesh Kant Kumar
2005	J	`jnl`	Visual Hand Gestures Classification Using Wavelet Transform and Moment Based Features. Int. J. Wavelets Multiresolution Inf. Process. Sanjay Kumar, Dinesh Kant Kumar
2004	—	`conf`	Electromyography Based Finger Movement Identification for Human Computer Interface. ICINCO (2) Nemuel Daniel Pah, Dinesh Kant Kumar
2004	—	`conf`	Eye Gaze for Computer Control. ICINCO (2) Dinesh Kant Kumar, E. Poole
2004	—	`conf`	Moments and Wavelets for Classification of Human Gestures Represented by Spatio-Temporal Templates. Australian Conference on Artificial Intelligence Arun Sharma, Dinesh Kant Kumar
2004	B	`conf`	Recognition of Human Actions Using Moment Based Features and Artificial Neural Networks. MMM Arun Sharma, Dinesh Kant Kumar, Sanjay Kumar, Neil McLachlan
2004	B	`conf`	Visual Hand Gestures Classification Using Temporal Motion Templates and Wavelet Transforms. MMM Sanjay Kumar, Dinesh Kant Kumar, Arun Sharma, Neil McLachlan
2004	B	`conf`	Visual Hand Gestures Classification Using Temporal Motion Templates. MMM Sanjay Kumar, Dinesh Kant Kumar, Arun Sharma, Neil McLachlan
2004	—	`conf`	Visual Hand Movements for Machine ControL. ICINCO (2) Sanjay Kumar, Dinesh Kant Kumar, Arun Sharma
2004	B	`conf`	Wavelet Directional Histograms for Classification of Human Gestures Represented by Spatio-Temporal Templates. MMM Arun Sharma, Dinesh Kant Kumar, Sanjay Kumar, Neil McLachlan
2003	J	`jnl`	Thresholding Wavelet Networks for Signal Classification. Int. J. Wavelets Multiresolution Inf. Process. Nemuel Daniel Pah, Dinesh Kant Kumar
2002	J	`jnl`	Classification of Human Gestures Using Temporal Templates and Artificial Neural Networks. Aust. J. Intell. Inf. Process. Syst. Arun Sharma, Dinesh Kant Kumar, Sanjay Kumar, Neil McLachlan