Revolutionizing Head and Neck Cancer Care with AI & Computational Imaging 🤖
Discover how Anant Madabhushi, PhD, leverages artificial intelligence and advanced imaging techniques to personalize treatment and improve outcomes in precision oncology for head and neck cancers.
Cleveland Clinic
265 views • Mar 25, 2021
About this video
Anant Madabhushi, PhD, discusses his work in using artificial intelligence to offer more tailored head and neck cancer care. His presentation also explores how pathomics and radiomics could help physicians to more accurately predict how certain cancers will respond to treatments.
Chapters:
0:00 Head & Neck
3:16 Overdiagnosis is harming patients and action is required, says chief medical officer
4:41 Need for Better Diagnostic, Predictive Tools
6:27 Intro-tumoral heterogeneity
11:00 Nuclei segmentation and sub graph constitution
14:09 Disorder of collagen fiber orientation associated with risk of recurrence in ER+ breast cancers in ECOG ACRIN 22197 & TOGA
17:22 A Head-to-Head Comparison
20:11 Predicting post-surgical recurrence in prostate cancer
22:40 Image based risk score versus Decipher: Head to Head Comparison
29:32 Predicting prognosis in Head and Neck Cancers by characterizing the interplay between Tils and surrounding cancer cells
30:52 Combining biomarkers results in even better prognosis - even within individual stage groups
34:43 Spatial arrangement of TILs for predicting response to Immunotherapy in gynecological cancers
35:16 of Disease Specific Survival in Oral Cavity Squamous Cell Carcinoma Patients
37:33 Prediction of Prostate cancer Recurrence across Racial Groups using Computer Extracted Features from Stromal Regions of Radical Prostatectomy H&E slides
40:11 Intratumoral heterogeneity: CoLIAGe features
42:49 Radiogenomic analysis of Progression Free Survival in Glioblastoma
44:53 Investigating the biological basis of peri-tumoral radiomics: Predictive features associated with histological immune infiltration
51:51 Quantitative Vessel Tortuosity - An Imaging biomarker for checkpoint inhibitors
52:57 Acknowledgements
Dr. Madabhushi is a professor and director, Donnell Institute, Case Western Reserve University.
Moderated by Jamie Ku, MD, Director of the Head and Neck Robotic Surgery Program at Cleveland Clinic. To learn more about her, please visit https://cle.clinic/2W5K2ZN
If you liked the video hit like and subscribe for more!
#clevelandclinic #hnilive #medicaleducation #headandneck
Chapters:
0:00 Head & Neck
3:16 Overdiagnosis is harming patients and action is required, says chief medical officer
4:41 Need for Better Diagnostic, Predictive Tools
6:27 Intro-tumoral heterogeneity
11:00 Nuclei segmentation and sub graph constitution
14:09 Disorder of collagen fiber orientation associated with risk of recurrence in ER+ breast cancers in ECOG ACRIN 22197 & TOGA
17:22 A Head-to-Head Comparison
20:11 Predicting post-surgical recurrence in prostate cancer
22:40 Image based risk score versus Decipher: Head to Head Comparison
29:32 Predicting prognosis in Head and Neck Cancers by characterizing the interplay between Tils and surrounding cancer cells
30:52 Combining biomarkers results in even better prognosis - even within individual stage groups
34:43 Spatial arrangement of TILs for predicting response to Immunotherapy in gynecological cancers
35:16 of Disease Specific Survival in Oral Cavity Squamous Cell Carcinoma Patients
37:33 Prediction of Prostate cancer Recurrence across Racial Groups using Computer Extracted Features from Stromal Regions of Radical Prostatectomy H&E slides
40:11 Intratumoral heterogeneity: CoLIAGe features
42:49 Radiogenomic analysis of Progression Free Survival in Glioblastoma
44:53 Investigating the biological basis of peri-tumoral radiomics: Predictive features associated with histological immune infiltration
51:51 Quantitative Vessel Tortuosity - An Imaging biomarker for checkpoint inhibitors
52:57 Acknowledgements
Dr. Madabhushi is a professor and director, Donnell Institute, Case Western Reserve University.
Moderated by Jamie Ku, MD, Director of the Head and Neck Robotic Surgery Program at Cleveland Clinic. To learn more about her, please visit https://cle.clinic/2W5K2ZN
If you liked the video hit like and subscribe for more!
#clevelandclinic #hnilive #medicaleducation #headandneck
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Video Information
Views
265
Likes
4
Duration
53:13
Published
Mar 25, 2021
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