Felipe Oviedo

Sr. Applied Research Scientist

Papiers de Collaboration

Afficher par:

- Cancer Detection in Breast MRI Screening via Explainable AI Anomaly Detection
  
  Felipe Oviedo, Anum S. Kazerouni, Philipp Liznerski, Yixi Xu, Michael Hirano, Robert A. Vandermeulen, Marius Kloft, Elyse Blum, Adam M. Alessio, Christopher I. Li, Bill Weeks, Rahul Dodhia, Juan M. Lavista Ferres, Habib Rahbar, Savannah C. Partridge
  
  Radiology | July 2025
  
  Publication PDF Projet
- Computer-Aided Detection (CADe) of Small Metastatic Prostate Cancer Lesions on 3D PSMA PET Volumes Using Multi-Angle Maximum Intensity Projections
  
  Amirhosein Toosi, Sara Harsini, Ghasemali Divband, François Bénard, Carlos F. Uribe, Felipe Oviedo, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres
  
  Cancers | May 2025
  
  Publication PDF Projet
- Performance of explainable artificial intelligence in guiding the management of patients with a pancreatic cyst
  
  Juan M. Lavista Ferres, Felipe Oviedo, Caleb Robinson, Linda Chu, Satomi Kawamoto , Elham Afghani, Jin He, Alison P Klein, Mike Goggins, Christopher L Wolfgang, Ammar A Javed, Rahul Dodhia, Nick Papadopolous, Ken Kinzler, Ralph H Hruban, Bill Weeks, Elliot K Fishman, Anne Marie Lennon
  
  Pancreatology | September 2024
  
  Publication PDF Projet
- HLA-genotype-based Predictive Diagnosis of T-cell Responses to SARS-CoV-2 Infection Powered by Machine Learning
  
  Robert G. Lisziewicz, Felipe Oviedo, Andras G. Szasz, Juan M. Lavista Ferres, Franco Lori, Julianna Lisziewicz
  
  European Society of Medicine | November 2023
  
  Publication PDF DOI Projet
- DeepDeg: Forecasting and explaining degradation in novel photovoltaics
  
  Felipe Oviedo, David S Hayden, Thomas Heumeuller, Jonas Wortmann, Jose Dario Perea, Richa Naik, Hansong Xue, Juan M. Lavista Ferres, John Fisher III, Christoph J Brabec, Tonio Buonassisi
  
  March 2023
  
  Publication Projet
- Predicting the Locations of Cryptic Pockets from Single Protein Structures Using the PocketMiner Graph Neural Network
  
  Artur Meller, Michael Ward, Jonathan Borowsky, Jeffrey M. Lotthammer, Meghana Kshirsagar, Felipe Oviedo, Juan M. Lavista Ferres, Gregory R. Bowman
  
  Nature Communications | February 2023
  
  Publication DOI Projet
- An Artificial Intelligence Dataset for Solar Energy Locations in India
  
  Anthony Ortiz, Dhaval Negandhi, Sagar R Mysorekar, Joseph Kiesecker, Shivaprakash K Nagaraju, Caleb Robinson, Priyal Bhatia, Aditi Khurana, Jane Wang, Felipe Oviedo, Juan M. Lavista Ferres
  
  Scientific Data | August 2022, Vol 9(1): pp. 1-13
  
  Publication PDF Projet Projet Projet
- Interpretable and Explainable Machine Learning for Materials Science and Chemistry
  
  Felipe Oviedo, Juan M. Lavista Ferres, Tonio Buonassisi, Keith Butler
  
  ACS Publications | June 2022
  
  Publication PDF
- BankNote-Net: Open Dataset for Assistive Universal Currency Recognition
  
  Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres
  
  April 2022
  
  Publication PDF Projet
- Becoming Good at AI for Good
  
  Meghana Kshirsagar, Siyu Yang, Caleb Robinson, Shahrzad Gholami, Ivan Klyuzhin, Sumit Mukherjee, Md Nasir, Anthony Ortiz, Felipe Oviedo, Darren Tanner, Anusua Trivedi, Yixi Xu, Ming Zhong, Bistra Dilkina, Rahul Dodhia, Juan M. Lavista Ferres
  
  AAAI/ACM Conference on AI, Ethics, and Society (AIES'21) | April 2021
  
  Publication
- How machine learning can help select capping layers to suppress perovskite degradation
  
  Noor Titan Putri Hartono, Janak Thapa, Armi Tiihonen, Felipe Oviedo, Clio Batali, Jason J. Yoo, Zhe Liu, Ruipeng Li, David Fuertes Marrón, Moungi G. Bawendi, Tonio Buonassisi, Shijing Sun
  
  Nature Communications | August 2020, Vol 11(1): pp. 4172-4172
  
  Publication DOI
- Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics
  
  Zekun Ren, Zekun Ren, Felipe Oviedo, Maung Thway, Siyu I. P. Tian, Siyu I. P. Tian, Yue Wang, Hansong Xue, Jose Dario Perea, Jose Dario Perea, Mariya Layurova, Thomas Heumueller, Thomas Heumueller, Erik Birgersson, Armin G. Aberle, Christoph J. Brabec, Christoph J. Brabec, Rolf Stangl, Qianxiao Li, Shijing Sun, Fen Lin, Ian Marius Peters, Tonio Buonassisi, Tonio Buonassisi
  
  January 2020
  
  DOI Publication Publication
- Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis
  
  Shijing Sun, Noor T.P. Hartono, Zekun D. Ren, Zekun D. Ren, Felipe Oviedo, Antonio M. Buscemi, Mariya Layurova, De Xin Chen, Tofunmi Ogunfunmi, Janak Thapa, Savitha Ramasamy, Charles Settens, Charles Settens, Brian L. DeCost, Aaron G. Kusne, Zhe Liu, Siyu I.P. Tian, Siyu I.P. Tian, Ian Marius Peters, Juan-Pablo Correa-Baena, Tonio Buonassisi, Tonio Buonassisi
  
  Joule | June 2019, Vol 3(6): pp. 1437-1451
  
  DOI Publication
- Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
  
  Felipe Oviedo, Zekun Ren, Shijing Sun, Charles Settens, Zhe Liu, Noor Titan Putri Hartono, Savitha Ramasamy, Brian L. DeCost, Siyu I. P. Tian, Giuseppe Romano, Aaron Gilad Kusne, Tonio Buonassisi, Tonio Buonassisi
  
  Mai 2019
  
  DOI Publication Publication Publication

- Cancer Detection in Breast MRI Screening via Explainable AI Anomaly Detection
  
  Felipe Oviedo, Anum S. Kazerouni, Philipp Liznerski, Yixi Xu, Michael Hirano, Robert A. Vandermeulen, Marius Kloft, Elyse Blum, Adam M. Alessio, Christopher I. Li, Bill Weeks, Rahul Dodhia, Juan M. Lavista Ferres, Habib Rahbar, Savannah C. Partridge
  
  Radiology | July 2025
  
  Publication PDF Projet
- Computer-Aided Detection (CADe) of Small Metastatic Prostate Cancer Lesions on 3D PSMA PET Volumes Using Multi-Angle Maximum Intensity Projections
  
  Amirhosein Toosi, Sara Harsini, Ghasemali Divband, François Bénard, Carlos F. Uribe, Felipe Oviedo, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres
  
  Cancers | May 2025
  
  Publication PDF Projet
- Performance of explainable artificial intelligence in guiding the management of patients with a pancreatic cyst
  
  Juan M. Lavista Ferres, Felipe Oviedo, Caleb Robinson, Linda Chu, Satomi Kawamoto , Elham Afghani, Jin He, Alison P Klein, Mike Goggins, Christopher L Wolfgang, Ammar A Javed, Rahul Dodhia, Nick Papadopolous, Ken Kinzler, Ralph H Hruban, Bill Weeks, Elliot K Fishman, Anne Marie Lennon
  
  Pancreatology | September 2024
  
  Publication PDF Projet
- HLA-genotype-based Predictive Diagnosis of T-cell Responses to SARS-CoV-2 Infection Powered by Machine Learning
  
  Robert G. Lisziewicz, Felipe Oviedo, Andras G. Szasz, Juan M. Lavista Ferres, Franco Lori, Julianna Lisziewicz
  
  European Society of Medicine | November 2023
  
  Publication PDF DOI Projet
- DeepDeg: Forecasting and explaining degradation in novel photovoltaics
  
  Felipe Oviedo, David S Hayden, Thomas Heumeuller, Jonas Wortmann, Jose Dario Perea, Richa Naik, Hansong Xue, Juan M. Lavista Ferres, John Fisher III, Christoph J Brabec, Tonio Buonassisi
  
  March 2023
  
  Publication Projet
- Interpretable and Explainable Machine Learning for Materials Science and Chemistry
  
  Felipe Oviedo, Juan M. Lavista Ferres, Tonio Buonassisi, Keith Butler
  
  ACS Publications | June 2022
  
  Publication PDF
- BankNote-Net: Open Dataset for Assistive Universal Currency Recognition
  
  Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres
  
  April 2022
  
  Publication PDF Projet
- Becoming Good at AI for Good
  
  Meghana Kshirsagar, Siyu Yang, Caleb Robinson, Shahrzad Gholami, Ivan Klyuzhin, Sumit Mukherjee, Md Nasir, Anthony Ortiz, Felipe Oviedo, Darren Tanner, Anusua Trivedi, Yixi Xu, Ming Zhong, Bistra Dilkina, Rahul Dodhia, Juan M. Lavista Ferres
  
  AAAI/ACM Conference on AI, Ethics, and Society (AIES'21) | April 2021
  
  Publication
- How machine learning can help select capping layers to suppress perovskite degradation
  
  Noor Titan Putri Hartono, Janak Thapa, Armi Tiihonen, Felipe Oviedo, Clio Batali, Jason J. Yoo, Zhe Liu, Ruipeng Li, David Fuertes Marrón, Moungi G. Bawendi, Tonio Buonassisi, Shijing Sun
  
  Nature Communications | August 2020, Vol 11(1): pp. 4172-4172
  
  Publication DOI
- Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics
  
  Zekun Ren, Zekun Ren, Felipe Oviedo, Maung Thway, Siyu I. P. Tian, Siyu I. P. Tian, Yue Wang, Hansong Xue, Jose Dario Perea, Jose Dario Perea, Mariya Layurova, Thomas Heumueller, Thomas Heumueller, Erik Birgersson, Armin G. Aberle, Christoph J. Brabec, Christoph J. Brabec, Rolf Stangl, Qianxiao Li, Shijing Sun, Fen Lin, Ian Marius Peters, Tonio Buonassisi, Tonio Buonassisi
  
  January 2020
  
  DOI Publication Publication
- Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis
  
  Shijing Sun, Noor T.P. Hartono, Zekun D. Ren, Zekun D. Ren, Felipe Oviedo, Antonio M. Buscemi, Mariya Layurova, De Xin Chen, Tofunmi Ogunfunmi, Janak Thapa, Savitha Ramasamy, Charles Settens, Charles Settens, Brian L. DeCost, Aaron G. Kusne, Zhe Liu, Siyu I.P. Tian, Siyu I.P. Tian, Ian Marius Peters, Juan-Pablo Correa-Baena, Tonio Buonassisi, Tonio Buonassisi
  
  Joule | June 2019, Vol 3(6): pp. 1437-1451
  
  DOI Publication
- Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
  
  Felipe Oviedo, Zekun Ren, Shijing Sun, Charles Settens, Zhe Liu, Noor Titan Putri Hartono, Savitha Ramasamy, Brian L. DeCost, Siyu I. P. Tian, Giuseppe Romano, Aaron Gilad Kusne, Tonio Buonassisi, Tonio Buonassisi
  
  Mai 2019
  
  DOI Publication Publication Publication
- Cancer Detection in Breast MRI Screening via Explainable AI Anomaly Detection
  
  Felipe Oviedo, Anum S. Kazerouni, Philipp Liznerski, Yixi Xu, Michael Hirano, Robert A. Vandermeulen, Marius Kloft, Elyse Blum, Adam M. Alessio, Christopher I. Li, Bill Weeks, Rahul Dodhia, Juan M. Lavista Ferres, Habib Rahbar, Savannah C. Partridge
  
  Radiology | July 2025
  
  Publication PDF Projet
- Computer-Aided Detection (CADe) of Small Metastatic Prostate Cancer Lesions on 3D PSMA PET Volumes Using Multi-Angle Maximum Intensity Projections
  
  Amirhosein Toosi, Sara Harsini, Ghasemali Divband, François Bénard, Carlos F. Uribe, Felipe Oviedo, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres
  
  Cancers | May 2025
  
  Publication PDF Projet
- Performance of explainable artificial intelligence in guiding the management of patients with a pancreatic cyst
  
  Juan M. Lavista Ferres, Felipe Oviedo, Caleb Robinson, Linda Chu, Satomi Kawamoto , Elham Afghani, Jin He, Alison P Klein, Mike Goggins, Christopher L Wolfgang, Ammar A Javed, Rahul Dodhia, Nick Papadopolous, Ken Kinzler, Ralph H Hruban, Bill Weeks, Elliot K Fishman, Anne Marie Lennon
  
  Pancreatology | September 2024
  
  Publication PDF Projet
- Predicting the Locations of Cryptic Pockets from Single Protein Structures Using the PocketMiner Graph Neural Network
  
  Artur Meller, Michael Ward, Jonathan Borowsky, Jeffrey M. Lotthammer, Meghana Kshirsagar, Felipe Oviedo, Juan M. Lavista Ferres, Gregory R. Bowman
  
  Nature Communications | February 2023
  
  Publication DOI Projet
- DeepDeg: Forecasting and explaining degradation in novel photovoltaics
  
  Felipe Oviedo, David S Hayden, Thomas Heumeuller, Jonas Wortmann, Jose Dario Perea, Richa Naik, Hansong Xue, Juan M. Lavista Ferres, John Fisher III, Christoph J Brabec, Tonio Buonassisi
  
  March 2023
  
  Publication Projet
- An Artificial Intelligence Dataset for Solar Energy Locations in India
  
  Anthony Ortiz, Dhaval Negandhi, Sagar R Mysorekar, Joseph Kiesecker, Shivaprakash K Nagaraju, Caleb Robinson, Priyal Bhatia, Aditi Khurana, Jane Wang, Felipe Oviedo, Juan M. Lavista Ferres
  
  Scientific Data | August 2022, Vol 9(1): pp. 1-13
  
  Publication PDF Projet Projet Projet
- How machine learning can help select capping layers to suppress perovskite degradation
  
  Noor Titan Putri Hartono, Janak Thapa, Armi Tiihonen, Felipe Oviedo, Clio Batali, Jason J. Yoo, Zhe Liu, Ruipeng Li, David Fuertes Marrón, Moungi G. Bawendi, Tonio Buonassisi, Shijing Sun
  
  Nature Communications | August 2020, Vol 11(1): pp. 4172-4172
  
  Publication DOI
- Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics
  
  Zekun Ren, Zekun Ren, Felipe Oviedo, Maung Thway, Siyu I. P. Tian, Siyu I. P. Tian, Yue Wang, Hansong Xue, Jose Dario Perea, Jose Dario Perea, Mariya Layurova, Thomas Heumueller, Thomas Heumueller, Erik Birgersson, Armin G. Aberle, Christoph J. Brabec, Christoph J. Brabec, Rolf Stangl, Qianxiao Li, Shijing Sun, Fen Lin, Ian Marius Peters, Tonio Buonassisi, Tonio Buonassisi
  
  January 2020
  
  DOI Publication Publication
- Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis
  
  Shijing Sun, Noor T.P. Hartono, Zekun D. Ren, Zekun D. Ren, Felipe Oviedo, Antonio M. Buscemi, Mariya Layurova, De Xin Chen, Tofunmi Ogunfunmi, Janak Thapa, Savitha Ramasamy, Charles Settens, Charles Settens, Brian L. DeCost, Aaron G. Kusne, Zhe Liu, Siyu I.P. Tian, Siyu I.P. Tian, Ian Marius Peters, Juan-Pablo Correa-Baena, Tonio Buonassisi, Tonio Buonassisi
  
  Joule | June 2019, Vol 3(6): pp. 1437-1451
  
  DOI Publication
- BankNote-Net: Open Dataset for Assistive Universal Currency Recognition
  
  Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres
  
  April 2022
  
  Publication PDF Projet

- Cancer Detection in Breast MRI Screening via Explainable AI Anomaly Detection
  
  Felipe Oviedo, Anum S. Kazerouni, Philipp Liznerski, Yixi Xu, Michael Hirano, Robert A. Vandermeulen, Marius Kloft, Elyse Blum, Adam M. Alessio, Christopher I. Li, Bill Weeks, Rahul Dodhia, Juan M. Lavista Ferres, Habib Rahbar, Savannah C. Partridge
  
  Radiology | July 2025
  
  Publication PDF Projet
- Computer-Aided Detection (CADe) of Small Metastatic Prostate Cancer Lesions on 3D PSMA PET Volumes Using Multi-Angle Maximum Intensity Projections
  
  Amirhosein Toosi, Sara Harsini, Ghasemali Divband, François Bénard, Carlos F. Uribe, Felipe Oviedo, Rahul Dodhia, Bill Weeks, Juan M. Lavista Ferres
  
  Cancers | May 2025
  
  Publication PDF Projet
- Performance of explainable artificial intelligence in guiding the management of patients with a pancreatic cyst
  
  Juan M. Lavista Ferres, Felipe Oviedo, Caleb Robinson, Linda Chu, Satomi Kawamoto , Elham Afghani, Jin He, Alison P Klein, Mike Goggins, Christopher L Wolfgang, Ammar A Javed, Rahul Dodhia, Nick Papadopolous, Ken Kinzler, Ralph H Hruban, Bill Weeks, Elliot K Fishman, Anne Marie Lennon
  
  Pancreatology | September 2024
  
  Publication PDF Projet
- HLA-genotype-based Predictive Diagnosis of T-cell Responses to SARS-CoV-2 Infection Powered by Machine Learning
  
  Robert G. Lisziewicz, Felipe Oviedo, Andras G. Szasz, Juan M. Lavista Ferres, Franco Lori, Julianna Lisziewicz
  
  European Society of Medicine | November 2023
  
  Publication PDF DOI Projet
- Predicting the Locations of Cryptic Pockets from Single Protein Structures Using the PocketMiner Graph Neural Network
  
  Artur Meller, Michael Ward, Jonathan Borowsky, Jeffrey M. Lotthammer, Meghana Kshirsagar, Felipe Oviedo, Juan M. Lavista Ferres, Gregory R. Bowman
  
  Nature Communications | February 2023
  
  Publication DOI Projet
- An Artificial Intelligence Dataset for Solar Energy Locations in India
  
  Anthony Ortiz, Dhaval Negandhi, Sagar R Mysorekar, Joseph Kiesecker, Shivaprakash K Nagaraju, Caleb Robinson, Priyal Bhatia, Aditi Khurana, Jane Wang, Felipe Oviedo, Juan M. Lavista Ferres
  
  Scientific Data | August 2022, Vol 9(1): pp. 1-13
  
  Publication PDF Projet Projet Projet
- Interpretable and Explainable Machine Learning for Materials Science and Chemistry
  
  Felipe Oviedo, Juan M. Lavista Ferres, Tonio Buonassisi, Keith Butler
  
  ACS Publications | June 2022
  
  Publication PDF
- How machine learning can help select capping layers to suppress perovskite degradation
  
  Noor Titan Putri Hartono, Janak Thapa, Armi Tiihonen, Felipe Oviedo, Clio Batali, Jason J. Yoo, Zhe Liu, Ruipeng Li, David Fuertes Marrón, Moungi G. Bawendi, Tonio Buonassisi, Shijing Sun
  
  Nature Communications | August 2020, Vol 11(1): pp. 4172-4172
  
  Publication DOI
- Accelerated Development of Perovskite-Inspired Materials via High-Throughput Synthesis and Machine-Learning Diagnosis
  
  Shijing Sun, Noor T.P. Hartono, Zekun D. Ren, Zekun D. Ren, Felipe Oviedo, Antonio M. Buscemi, Mariya Layurova, De Xin Chen, Tofunmi Ogunfunmi, Janak Thapa, Savitha Ramasamy, Charles Settens, Charles Settens, Brian L. DeCost, Aaron G. Kusne, Zhe Liu, Siyu I.P. Tian, Siyu I.P. Tian, Ian Marius Peters, Juan-Pablo Correa-Baena, Tonio Buonassisi, Tonio Buonassisi
  
  Joule | June 2019, Vol 3(6): pp. 1437-1451
  
  DOI Publication
- DeepDeg: Forecasting and explaining degradation in novel photovoltaics
  
  Felipe Oviedo, David S Hayden, Thomas Heumeuller, Jonas Wortmann, Jose Dario Perea, Richa Naik, Hansong Xue, Juan M. Lavista Ferres, John Fisher III, Christoph J Brabec, Tonio Buonassisi
  
  March 2023
  
  Publication Projet
- BankNote-Net: Open Dataset for Assistive Universal Currency Recognition
  
  Felipe Oviedo, Srinivas Vinnakota, Eugene Seleznev, Hemant Malhotra, Saqib Shaikh, Juan M. Lavista Ferres
  
  April 2022
  
  Publication PDF Projet
- Becoming Good at AI for Good
  
  Meghana Kshirsagar, Siyu Yang, Caleb Robinson, Shahrzad Gholami, Ivan Klyuzhin, Sumit Mukherjee, Md Nasir, Anthony Ortiz, Felipe Oviedo, Darren Tanner, Anusua Trivedi, Yixi Xu, Ming Zhong, Bistra Dilkina, Rahul Dodhia, Juan M. Lavista Ferres
  
  AAAI/ACM Conference on AI, Ethics, and Society (AIES'21) | April 2021
  
  Publication
- Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics
  
  Zekun Ren, Zekun Ren, Felipe Oviedo, Maung Thway, Siyu I. P. Tian, Siyu I. P. Tian, Yue Wang, Hansong Xue, Jose Dario Perea, Jose Dario Perea, Mariya Layurova, Thomas Heumueller, Thomas Heumueller, Erik Birgersson, Armin G. Aberle, Christoph J. Brabec, Christoph J. Brabec, Rolf Stangl, Qianxiao Li, Shijing Sun, Fen Lin, Ian Marius Peters, Tonio Buonassisi, Tonio Buonassisi
  
  January 2020
  
  DOI Publication Publication
- Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
  
  Felipe Oviedo, Zekun Ren, Shijing Sun, Charles Settens, Zhe Liu, Noor Titan Putri Hartono, Savitha Ramasamy, Brian L. DeCost, Siyu I. P. Tian, Giuseppe Romano, Aaron Gilad Kusne, Tonio Buonassisi, Tonio Buonassisi
  
  Mai 2019
  
  DOI Publication Publication Publication