anticancer therapy

Olawade, David B., Teke, Jennifer, Adeleye, Khadijat K., Egbon, Eghosasere, Weerasinghe, Kusal, Ovsepian, Saak V. and Boussios, Stergios (2024) AI-guided cancer therapy for patients with coexisting migraines. Cancers, 16 (21):3690. ISSN 2072-6694 (Online) (doi:10.3390/cancers16213690)

artificial intelligence

Olawade, David B., Teke, Jennifer, Adeleye, Khadijat K., Egbon, Eghosasere, Weerasinghe, Kusal, Ovsepian, Saak V. and Boussios, Stergios (2024) AI-guided cancer therapy for patients with coexisting migraines. Cancers, 16 (21):3690. ISSN 2072-6694 (Online) (doi:10.3390/cancers16213690)

bone metastasis

Zhou, Jiabao, Down, Jennifer M, George, Christopher N, Murphy, Jessica, Lefley, Diane V, Tulotta, Claudia, Alsharif, Marwa A, Leach, Michael ORCID: https://orcid.org/0000-0002-9859-1325 and Ottewell, Penelope D (2022) Novel methods of targeting IL-1 signalling for the treatment of breast cancer bone metastasis. Cancers, 14 (19):4816. ISSN 2072-6694 (Online) (doi:10.3390/cancers14194816)

breast cancer

Zhou, Jiabao, Down, Jennifer M, George, Christopher N, Murphy, Jessica, Lefley, Diane V, Tulotta, Claudia, Alsharif, Marwa A, Leach, Michael ORCID: https://orcid.org/0000-0002-9859-1325 and Ottewell, Penelope D (2022) Novel methods of targeting IL-1 signalling for the treatment of breast cancer bone metastasis. Cancers, 14 (19):4816. ISSN 2072-6694 (Online) (doi:10.3390/cancers14194816)

cervical cancer

Chatterjee, Priyadharshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Attention-enhanced lightweight architecture with hybrid loss for colposcopic image segmentation. Cancers, 17 (5):781. ISSN 2072-6694 (Online) (doi:10.3390/cancers17050781)

cervical lesion classification

Chatterjee, Priyadarshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Multi-modal graph neural networks for colposcopy data classification and visualization. Cancers, 17 (9):1521. ISSN 2072-6694 (Online) (doi:10.3390/cancers17091521)

contextual information

Chatterjee, Priyadharshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Attention-enhanced lightweight architecture with hybrid loss for colposcopic image segmentation. Cancers, 17 (5):781. ISSN 2072-6694 (Online) (doi:10.3390/cancers17050781)

graph neural networks (GNNs)

Chatterjee, Priyadarshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Multi-modal graph neural networks for colposcopy data classification and visualization. Cancers, 17 (9):1521. ISSN 2072-6694 (Online) (doi:10.3390/cancers17091521)

hyperparameter optimization

Chatterjee, Priyadarshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Multi-modal graph neural networks for colposcopy data classification and visualization. Cancers, 17 (9):1521. ISSN 2072-6694 (Online) (doi:10.3390/cancers17091521)

IL-1beta

Zhou, Jiabao, Down, Jennifer M, George, Christopher N, Murphy, Jessica, Lefley, Diane V, Tulotta, Claudia, Alsharif, Marwa A, Leach, Michael ORCID: https://orcid.org/0000-0002-9859-1325 and Ottewell, Penelope D (2022) Novel methods of targeting IL-1 signalling for the treatment of breast cancer bone metastasis. Cancers, 14 (19):4816. ISSN 2072-6694 (Online) (doi:10.3390/cancers14194816)

image segmentation

Chatterjee, Priyadharshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Attention-enhanced lightweight architecture with hybrid loss for colposcopic image segmentation. Cancers, 17 (5):781. ISSN 2072-6694 (Online) (doi:10.3390/cancers17050781)

loss function

Chatterjee, Priyadharshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Attention-enhanced lightweight architecture with hybrid loss for colposcopic image segmentation. Cancers, 17 (5):781. ISSN 2072-6694 (Online) (doi:10.3390/cancers17050781)

machine learning

Olawade, David B., Teke, Jennifer, Adeleye, Khadijat K., Egbon, Eghosasere, Weerasinghe, Kusal, Ovsepian, Saak V. and Boussios, Stergios (2024) AI-guided cancer therapy for patients with coexisting migraines. Cancers, 16 (21):3690. ISSN 2072-6694 (Online) (doi:10.3390/cancers16213690)

migraine

Olawade, David B., Teke, Jennifer, Adeleye, Khadijat K., Egbon, Eghosasere, Weerasinghe, Kusal, Ovsepian, Saak V. and Boussios, Stergios (2024) AI-guided cancer therapy for patients with coexisting migraines. Cancers, 16 (21):3690. ISSN 2072-6694 (Online) (doi:10.3390/cancers16213690)

multi-modal data integration

Chatterjee, Priyadarshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Multi-modal graph neural networks for colposcopy data classification and visualization. Cancers, 17 (9):1521. ISSN 2072-6694 (Online) (doi:10.3390/cancers17091521)

multi-scale feature extraction

Chatterjee, Priyadharshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Attention-enhanced lightweight architecture with hybrid loss for colposcopic image segmentation. Cancers, 17 (5):781. ISSN 2072-6694 (Online) (doi:10.3390/cancers17050781)

patient profiling

Olawade, David B., Teke, Jennifer, Adeleye, Khadijat K., Egbon, Eghosasere, Weerasinghe, Kusal, Ovsepian, Saak V. and Boussios, Stergios (2024) AI-guided cancer therapy for patients with coexisting migraines. Cancers, 16 (21):3690. ISSN 2072-6694 (Online) (doi:10.3390/cancers16213690)

personalized medicine

Olawade, David B., Teke, Jennifer, Adeleye, Khadijat K., Egbon, Eghosasere, Weerasinghe, Kusal, Ovsepian, Saak V. and Boussios, Stergios (2024) AI-guided cancer therapy for patients with coexisting migraines. Cancers, 16 (21):3690. ISSN 2072-6694 (Online) (doi:10.3390/cancers16213690)

predictive modeling

Olawade, David B., Teke, Jennifer, Adeleye, Khadijat K., Egbon, Eghosasere, Weerasinghe, Kusal, Ovsepian, Saak V. and Boussios, Stergios (2024) AI-guided cancer therapy for patients with coexisting migraines. Cancers, 16 (21):3690. ISSN 2072-6694 (Online) (doi:10.3390/cancers16213690)

refinement module

Chatterjee, Priyadharshini, Siddiqui, Shadab, Abdul Kareem, Razia Sulthana ORCID: https://orcid.org/0000-0001-5331-1310 and Rao, Srikanth (2025) Attention-enhanced lightweight architecture with hybrid loss for colposcopic image segmentation. Cancers, 17 (5):781. ISSN 2072-6694 (Online) (doi:10.3390/cancers17050781)