Podcast Ai Healthcare terbaik (2024)

1
Akshay Chaudhari: LLMs for Clinical Text Summarization 53:36

2M ago53:36

53:36

Akshay Chaudhari is an Assistant Professor in the Integrative Biomedical Imaging Informatics at the Department of Radiology in Stanford University, USA. He leads the Machine Intelligence in Medical Imaging research group and has a primary research interest at the intersection of artificial intelligence and medical imaging. He also serves as the Ass…

1
Rajendra Pratap Gupta: Designing policies to make Healthcare AI-ready 42:00

2M ago42:00

42:00

Prof. Rajendra Pratap Gupta is a leading public policy expert with over a decade of experience. Rajendra has worked with the World Economic Forum in the past & has served as an advisor to the Union Health Minister of India. He is focusing on designing digital health policies to make healthcare AI-ready.…

1
H.R. Tizhoosh: Foundation models in Histopathology 50:12

2M ago50:12

50:12

Prof. Hamid Tizhoosh explores the applications of artificial intelligence (AI) in medicine, particularly in medical image analysis and cross relations to other patient data such as molecular, laboratory and textual data. His research is currently focused on search and matching in archives of patient data.Foundation Models for Histopathology—Fanfare…

1
S. Kevin Zhou: Building a Medical Time Machine 44:55

2M ago44:55

44:55

Prof. Kevin Zhou is a Distinguished Professor and Founding Executive Dean of School of Biomedical Engineering, University of Science and Technology of China (USTC). Before this, Dr. Zhou was a Principal Expert and a Senior R&D Director at Siemens Healthcare Research. He has been elected as a fellow of several top societies such as AIMBE, IEEE and M…

1
Alexander Hann: AI for endoscopic imaging 46:02

2M ago46:02

46:02

Alexander Hann is a gastroenterologist at Uniklinik Würzburg, Germany and holds a professorship for digital transformation in gastroenterology, which focuses on AI support for endoscopic imaging.

1
Damini Dey: Cardiology AI 38:25

3M ago38:25

38:25

Damini Dey is a professor in Biomedical Sciences at Cedars Sinai Medical center, Los Angeles, USA. Professor Dey focuses on automated derivation of imaging measures from noninvasive cardiac image data, clinical implementation of novel automated computer processing algorithms, and the application of these tools to solve key clinical problems. Her su…

1
Enzo Ferrante: Fairness in Medical AI 45:52

3M ago45:52

45:52

Enzo Ferrante is a Research Scientist at Universidad Nacional del Litoral in Santa Fe, Argentina. Enzo focuses on machine learning methods for biological and medical image analysis, including domain adaptation and segmentation with anatomical priors. Addressing fairness in artificial intelligence for medical imaging…

1
Joe Lennerz: Berlin Declaration of Health Data Sharing 49:37

6M ago49:37

49:37

Prof. Jochen Lennerz is the Medical Director of the Center for Integrated Diagnostics at the Massachusetts General Hospital, USA. He is a board-certified pathologist by training and has professorship appointments at Harvard medical School. Prof. Lennerz co-organized the Data4Health 2023 conference in Berlin with the health minister of Germany Prof.…

1
Neel Dey: Invariances and Covariances of Medical Imaging 44:08

6M ago44:08

44:08

Neel Dey is a postdoctoral researcher at MIT CSAIL in Polina Golland’s Medical Vision Group, where he is building dense representation learning and domain randomization methods for data and compute-efficient learning tasks. Neel got his Ph.D. from New York University under Guido Gerig where he worked on generative models and inverse problems in med…

1
Maria Zuluaga: Trustworthy Medical AI 42:33

6M ago42:33

42:33

Maria Zuluaga is an assistant professor in the Data Science department at EURECOM, France. Additionally Maria holds a junior chair at the 3IA Institute Côte d’Azur and also a visiting Senior Lecturer at King’s College London. She focuses on machine learning techniques that can be safely deployed in high risk domains, such as healthcare, by addressi…

1
Heather Couture: Oncopathology AI 39:16

6M ago39:16

39:16

Dr. Heather Couture is a Consultant, a Researcher and a Writer. Heather is a consultant and owner of Pixel Scientia Labs. She works on a variety of interdisciplinary R&D projects and regularly blogs about the advances of AI in LinkedIn.

1
Pieter De Backer: AI-assisted Surgical Training 51:53

7M ago51:53

51:53

Pieter De Backer leads the Innotech department at Orsi, a training and innovation centre in minimal invasive & robotic surgery located in Gent, Belgium. Pieter's team focuses primarily on developing AI based surgical systems and patient-specific 3D modeling.

1
Camila Gonzalez: Medical Continual Learning 53:16

7M ago53:16

53:16

Camila Gonzalez is a PostDoc in Stanford University, USA. Camila finished her PhD on medical continual learning in TU Darmstadt in March 2023, while accumulating multiple awards along the process. She is also the outgoing president of MICCAI Student Board, presiding it for the last 2 years. Lifelong nnU-Net: a framework for standardized medical con…

1
Shek Azizi: Google DeepMind's Foundational Medical Models 49:41

7M ago49:41

49:41

Shek Azizi is a senior research scientist at Google DeepMind. Her research is focused on translational AI with tangible clinical impact. She designs foundation models for biomedical applications. She has led the moonshot project behind Med-PaLM, Med-PaLM 2 and Med-PaLM M. Large Language Models Encode Clinical Knowledge…

1
Dan Hashimoto: Making surgery AI-ready 52:55

9M ago52:55

52:55

Daniel Hashimoto is an assistant Professor of Surgery at the Hospital of the University of Pennsylvania, USA. Dan has developed multiple computer vision algorithms for the analysis of surgical video, led international consensus on defining ground truth for the annotation of surgical video, and worked to define metrics to assess performance of AI al…

1
Stephen Gilbert: AIaMD regulations 1:16:16

9M ago1:16:16

1:16:16

Prof. Stephen Gilbert is a professor in Medical Device Regulatory Science at the Else Kröner Fresenius Center for Digital Health in TU Dresden, Germany. His research goal is to advance regulatory requirements, especially for software as a medical device and artificial intelligence in medical devices. Papers we discussed: Large language model AI cha…

1
Nitika Pai: Global Digital Health 57:36

10M ago57:36

57:36

Prof. Nitika Pai is an Associate Professor in the Department of Medicine at the McGill University, Canada. Her global implementation research program in Canada, India and South Africa is primarily focused on point-of-care diagnostics for HIV and associated co-infections. Her research informs domestic and global policy on point-of-care diagnostics.…

1
Swapnil Rane: Indian Image BioBank 52:20

10M ago52:20

52:20

Prof. Swapnil Rane is a Pathologist by training, and currently a professor in Tata Memorial Center, Mumbai, India. He is instrumental in bringing forward the AI and digital pathology research from India, especially the ongoing project of Indian Image BioBank.

1
Ishita Barua: Gender gap in health data 53:27

10M ago53:27

53:27

Dr. Ishita Barua leads AI in healthcare at Deloitte, with a focus on improving equity and outcomes in digital health. She is a medical doctor and PhD by training with expertise in application and clinical validation of AI in Medicine. Ishita has won numerous awards including Top 50 women in tech and top 30 women in Norway shaping the field of artif…

1
Raphael Sznitman: AI-powered Eye Surgery 47:04

10M ago47:04

47:04

Prof. Raphael Sznitman is the Director of the ARTORG center for Biomedical Engineering at the University of Bern (Switzerland). Raphael is interested in computational vision, probabilistic methods and statistical learning, applied to applications in medical imaging.

1
Nifti 50 1:06:34

11M ago1:06:34

1:06:34

Instead of having a guest, Anirban and Henry just chit chats about the background stories, lessons learned, our ever-evolving thoughts etc. in the 50th episode of AI-ready Healthcare.

1
Nikos Paragios: AI-guided Precision Radiotherapy 58:43

1y ago58:43

58:43

Prof. Nikos Paragios is a senior researcher focusing on computer vision and medical imaging. Nikos is a professor of Computer Science and Applied mathematics at CentraleSupélec, an affiliated scientific leader at INRIA while serving as the editor in chief of the Computer Vision and Image Understanding Journal. Nikos is also the founder and CEO of T…

1
Lene Topp: Science4Policy 42:10

1y ago42:10

42:10

Lene Topp is passionate about designing and delivering training and other capacity building activities primarily for researchers looking to increase the impact of their research in policy sectors. Until February 2023, she worked in the European Union's Joint Research Center focusing on the "Science4Policy" gap. Among many other things, she led the …

1
Stefanie Speidel: Simulation in Surgical Data Science 37:51

1y ago37:51

37:51

Prof. Stefanie Speidel is a full professor for “Translational Surgical Oncology” and director at the National Center for Tumor Diseases Dresden since 2017. She is an elected board member of the MICCAI society. She is well-know for her research on Surgical Data Science, data-driven surgical training and context-aware human-machine collaboration in t…

1
Sotirios Tsaftaris: Causal Representation Learning 51:24

1y ago51:24

51:24

Prof. Sotirios Tsaftaris is the Chair in Machine Learning and Computer Vision at the University of Edinburgh, UK. He also holds the Canon Medical/Royal Academy of Engineering Research Chair in Healthcare AI. He is also a Turing Fellow with the Alan Turing Institute and an ELLIS Fellow.

1
Pascal Wettstein: FDA or MDR? Where should SMEs go for their AI SaMD 52:43

1y ago52:43

52:43

Pascal Wettstein is the owner of QDC GmbH. He is the self-proclaimed "SME safari guide in the regulatory jungle." I highly recommend his rather sarcastic LinkedIn posts on European Medical Device Regulations. Beyond Europe, he has extensive knowledge about the 510K regulations in FDA.

1
Sharib Ali: AI-powered Endoscopic Image Analysis 49:52

1y ago49:52

49:52

Sharib Ali is the lecturer at School of Computing in the University of Leeds, UK. He has a PhD from France and spent time as a PostDoc in Germany as well as in Oxford before starting as the PI in Leeds. He is well-known for his research on AI for analyzing Endoscopic images. The two articles we discussed in this episode: 1. Where do we stand in AI …

1
Jocelyne Troccaz: MICCAI impacting Prostrate Biopsy 54:28

1y ago54:28

54:28

Prof. Jocelyne Troccaz is a legendary figure in image-guided medical robotics, with a career spanning across four decades. She covered a broad spectrum of applications including urology, radiotherapy, cardiac surgery, orthopedics to name a few. She won numerous awards. Some highlights include MICCAI 2022 enduring impact award and the highest French…

1
Monir El Azzouzi: Medical Device Regulation of AI SaMD 1:04:59

1+ y ago1:04:59

1:04:59

Monir El Azzouzi created the Easy Medical Device ecosystem, that includes blogs, podcasts, YouTube videos and regular updates in LinkedIn. His mission is to make the process of bringing Compliant Medical Device to the Market easier. He has a deep understanding of the Medical Device Regulations at European Union. Easy Medical Device: https://easymed…

1
Monika Sonu: Frugal digital health innovation 53:17

1+ y ago53:17

53:17

Dr. Monika Sonu is a physician by training and Digital Health Entrepreneur by passion. She is the CEO of Health Innovation Toolbox. Monika drives digitisation of the operating models, functions and workflows within hospitals. She is also interested in creating better patient experience. She is named as HIMSS Future50 Innovation Leader in 2021.…

1
Purang Abolmaesumi: Telehealth = POCUS+AI 50:25

1+ y ago50:25

50:25

Professor Purang Abolmaesumi is a Professor in University of British Columbia. He is very well-known within the MICCAI community for his research on Ultrasound imaging. Purang won numerous awards and honors. Some highlights would include being the 2020 MICCAI fellow and winning the Killam faculty research prize.…

1
Joseph Kvedar: Nurturing Digital Health through Nature 47:29

1+ y ago47:29

47:29

Prof. Joseph Kvedar is THE expert in terms of telehealth and digital health. He is leveraging information technology, such as cell phones, computers, networked devices and remote health monitoring tools to improve care delivery. He is a Professor of Dermatology at Harvard Medical School, and vice president of Partners healthcare. He is also the edi…

1
Andrew Janowczyk: Quality Assurance in histopathology images 1:03:00

1+ y ago1:03:00

1:03:00

Andrew Janowczyk is an assistant professor at Emory University, USA. Andrew’s research focuses on applying computer vision and machine learning algorithms to digital pathology. His key area of expertise is in leveraging deep learning to build computational models for aiding pathologists in many common tasks, such as disease detection and cancer gra…

1
Robert MacDougall: Quantivly's digital twin of radiology operations 38:36

1+ y ago38:36

38:36

Robert MacDougall is the co-founder and current VP of Product and Customer Success at Quantivly. Quantivly is a start-up that is building the digital twin of radiology operations.

1
Daniel Rückert: Federated Disentanglement 52:26

1+ y ago52:26

52:26

Professor Rückert’s field of research is the area of Artificial Intelligence (AI) and Machine Learning and their application to medicine and healthcare. His research focuses on (1) the development of innovative algorithms for biomedical image acquisition, image analysis and image interpretation – especially in the areas of image reconstruction, reg…

1
Jakob Nikolas Kather: Swarm intelligence for Oncology 43:58

2y ago43:58

43:58

Jakob Nikolas kather is a professor at Technical University Dresden, leading the department of Clinical Artificial Intelligence at Else Kroener Fresenius Center for Digital Health. As a physician, he specializes in Internal Medicine and gastrointestinal oncology. As a researcher, he focuses on deep learning for immunotherapy biomarkers in cancer. S…

1
Prateek Prasanna: Augmenting Radiologist's Knowledge into AI 55:19

2y ago55:19

55:19

Prateek Prasanna is an assistant professor in the Biomedical Informatics department at Stony Brook University, New York. He directs the Imaging Informatics for Precision Medicine Lab. His research interests lie at the intersection of medical image analysis and machine learning. We talked about the following papers: 1. Temporal Context Matters: Enha…

1
Sailesh Conjeti: MLOps for Healthcare AI 47:48

2y ago47:48

47:48

Sailesh Conjeti is on a mission to bring AI-based solutions to Healthcare and translating them to clinical use to make a difference. He is the Functional Lead of Data Science at Siemens Healthineers. You can read his blogposts at https://www.saileshconjeti.com/blog.

1
Ismini Lourentzou: Chest ImaGenome 30:16

2y ago30:16

30:16

Ismini Lourentzou is an Assistant Professor of Computer Science at Virginia Tech. Prior to VT, she spent a year as research scientist (Research Staff Member) at IBM Almaden Research Center, working on Machine Learning, Natural Language Processing and Information Retrieval problems. Her research interests are broadly defined at the intersection of D…

1
Matthias Unberath: Forgotten Humans of Explainable AI 40:04

2y ago40:04

40:04

Mathias Unberath is an assistant professor in the Department of Computer Science, and is affiliated with the Laboratory for Computational Sensing and Robotics and the Malone Center for Engineering in Healthcare. With his group—the Advanced Robotics and Computationally AugmenteD Environments (ARCADE) Lab—he advances healthcare by creating collaborat…

1
Taufique Joarder: Policy Questions of Healthcare AI 48:01

2y ago48:01

48:01

Taufique Joarder is a health policy and systems researcher and a university faculty. He has thirteen years of national and international experience and a doctorate in public health with expertise in health policy and systems research, teaching and training as well as extensive publishing. His background also includes higher leadership positions in …

1
Stephen Aylward: The case of Open-source software 43:36

2y ago43:36

43:36

Stephen Aylward, Ph.D., is the senior director of strategic initiatives and founder of Kitware’s North Carolina office. He helps drive multiple research and open source software development projects at Kitware. Over the past 25+ years, Stephen has conducted medical image analysis research covering nearly every aspect of health care, including scree…

1
Lena Maier-Hein: What does it mean to win a Biomedical Challenge? 47:48

2y ago47:48

47:48

Lena Maier-Hein is the head of the Computer Assisted Medical Interventions (CAMI) department at the German Cancer Research Center (DKFZ) in Heidelberg, Germany. Her research focuses on Surgical Data Science and rankings of biomedical challenges.

1
Russ Taylor: The role of AI in Robotic Surgery 45:05

2y ago45:05

45:05

Russ Taylor is the father of robotic surgery. Hi is the John C. Malone Professor in the Department of Computer Science, and the director of the Laboratory for Computational Sensing and Robotics. His research has focused on all aspects of computer-integrated interventional medicine. Broadly, this research has included: Medical robotics Medical imagi…

1
Ilker Hacihaliloglu: Ultrasound for all 58:43

2y ago58:43

58:43

Ilker is interested in the extraction of relevant information from three dimensional (3D) medical images by developing state of the art computational algorithms for image guided surgery and therapy applications. The main objective of his research is to study and model medical procedures and introduce advanced computer integrated solutions to improv…

1
Frank Xu: Baidu's AI, WHO's Digital Health & other stories 56:59

2y ago56:59

56:59

Frank (Yanwu) Xu, is an Intelligent Healthcare Scientist (research lead) at Baidu, an Adjunct Professor at Ningbo Institute of Materials Technology & Engineering, the Chinese Academy of Sciences (CAS), and an Adjunct Principal Investigator at Singapore Eye Research Institute. Frank is also serving the World Health Organization (WHO) as a technical …

1
Lorenzo Righetto: Publishing MICCAI research into Nature Communications 37:20

2y ago37:20

37:20

Lorenzo Righetto is an associate Editor of Nature Communications where he handles manuscripts in the area of digital medicine and computational health. Lorenzo joined Nature Communications in January 2020. Lorenzo is based in the London office.

1
Karsten Ridder: Communication is key for AI-ready Healthcare 53:49

2+ y ago53:49

53:49

Karsten Ridder is a practicing radiologist from Dortmund, Germany with a special focus on Women's Health Imaging and Cardiovascular Imaging. He received numerous awards for his clinical research and innovation, including German Medical Award for Innovation in 2021.

1
Shuo Li: Will MICCAI 2022 be virtual? 49:09

2+ y ago49:09

49:09

Prof. Shuo Li is the Founding Scientific Director of Digital Imaging Group at London, Canada. He is also the general chair of MICCAI 2022 that will happen in Singapore.

1
Julia Schnabel: MICCAI goes to Africa 49:25

2+ y ago49:25

49:25

Julia Schnabel is the Professor for Computational Imaging and AI in Medicine at TUM (TUM Liesel Beckmann Distinguished Professorship), jointly with Helmholtz Center Munich (Helmholtz Distinguished Professorship). Her research focuses on intelligent imaging solutions and computer aided evaluation, including complex motion modelling, image reconstruc…

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