Nicolas Padoy

Affiliations

ICube at the University of Strasbourg, CNRS, IHU Strasbourg, France.

Publications (54)

Computer Vision in the Operating Room: Opportunities and Caveats.

IEEE transactions on medical robotics and bionics

Avec: Lauren R Kennedy-Metz , Pietro Mascagni , Antonio Torralba , Roger D Dias , Pietro Perona , Julie A Shah , Nicolas Padoy , Marco A Zenati

Intraoperative Time-Out to Promote the Implementation of the Critical View of Safety in Laparoscopic Cholecystectomy: A Video-Based Assessment of 343 Procedures.

Journal of the American College of Surgeons

Avec: Pietro Mascagni , María Rita Rodríguez-Luna , Takeshi Urade , Emanuele Felli , Patrick Pessaux , Didier Mutter , Jacques Marescaux , Guido Costamagna , Bernard Dallemagne , Nicolas Padoy

Proposal and multicentric validation of a laparoscopic Roux-en-Y gastric bypass surgery ontology.

Surgical endoscopy

Avec: Joël L Lavanchy , Cristians Gonzalez , Hasan Kassem , Philipp C Nett , Didier Mutter , Nicolas Padoy

Preliminary stage in the development of an artificial intelligence algorithm: Variations between 100 surgeons in phase annotation in a video of internal fixation of distal radius fracture.

Orthopaedics & traumatology, surgery & research : OTSR

Avec: Camille Graëff , Audrey Daiss , Thomas Lampert , Nicolas Padoy , Antoine Martins , Marie-Cécile Sapa , Philippe Liverneaux

CholecTriplet2022: Show me a tool and tell me the triplet - An endoscopic vision challenge for surgical action triplet detection.

Medical image analysis

Avec: Chinedu Innocent Nwoye , Tong Yu , Saurav Sharma , Aditya Murali , Deepak Alapatt , Armine Vardazaryan , Kun Yuan , Jonas Hajek , Wolfgang Reiter , Amine Yamlahi , Finn-Henri Smidt , Xiaoyang Zou , Guoyan Zheng , Bruno Oliveira , Helena R Torres , Satoshi Kondo , Satoshi Kasai , Felix Holm , Ege Özsoy , Shuangchun Gui , Han Li , Sista Raviteja , Rachana Sathish , Pranav Poudel , Binod Bhattarai , Ziheng Wang , Guo Rui , Melanie Schellenberg , João L Vilaça , Tobias Czempiel , Zhenkun Wang , Debdoot Sheet , Shrawan Kumar Thapa , Max Berniker , Patrick Godau , Pedro Morais , Sudarshan Regmi , Thuy Nuong Tran , Jaime Fonseca , Jan-Hinrich Nölke , Estevão Lima , Eduard Vazquez , Lena Maier-Hein , Nassir Navab , Pietro Mascagni , Barbara Seeliger , Cristians Gonzalez , Didier Mutter , Nicolas Padoy

SAGES consensus recommendations on surgical video data use, structure, and exploration (for research in artificial intelligence, clinical quality improvement, and surgical education).

Surgical endoscopy

Avec: Jennifer A Eckhoff , Guy Rosman , Maria S Altieri , Stefanie Speidel , Danail Stoyanov , Mehran Anvari , Lena Meier-Hein , Keno März , Pierre Jannin , Carla Pugh , Martin Wagner , Elan Witkowski , Paresh Shaw , Amin Madani , Yutong Ban , Thomas Ward , Filippo Filicori , Nicolas Padoy , Mark Talamini , Ozanan R Meireles

Applications of Artificial Intelligence in Surgery: clinical, technical, and governance considerations.

Cirugia espanola

Avec: Pietro Mascagni , Deepak Alapatt , Luca Sestini , Tong Yu , Sergio Alfieri , Salvador Morales-Conde , Nicolas Padoy , Silvana Perretta

Segmentation-Free Estimation of Left Ventricular Ejection Fraction Using 3D CNN Is Reliable and Improves as Multiple Cardiac MRI Cine Orientations Are Combined.

Biomedicines

Avec: Philippe Germain , Aissam Labani , Armine Vardazaryan , Nicolas Padoy , Catherine Roy , Soraya El Ghannudi

CAI4CAI: The Rise of Contextual Artificial Intelligence in Computer Assisted Interventions.

Proceedings of the IEEE. Institute of Electrical and Electronics Engineers

Avec: Tom Vercauteren , Mathias Unberath , Nicolas Padoy , Nassir Navab

OR black box and surgical control tower: Recording and streaming data and analytics to improve surgical care.

Journal of visceral surgery

Avec: P Mascagni , N Padoy

Self-supervised learning via cluster distance prediction for operating room context awareness.

International journal of computer assisted radiology and surgery

Avec: Idris Hamoud , Alexandros Karargyris , Aidean Sharghi , Omid Mohareri , Nicolas Padoy

Rendezvous in time: an attention-based temporal fusion approach for surgical triplet recognition.

International journal of computer assisted radiology and surgery

Avec: Saurav Sharma , Chinedu Innocent Nwoye , Didier Mutter , Nicolas Padoy

Federated benchmarking of medical artificial intelligence with MedPerf.

Nature machine intelligence

Avec: Alexandros Karargyris , Renato Umeton , Micah J Sheller , Alejandro Aristizabal , Johnu George , Anna Wuest , Sarthak Pati , Hasan Kassem , Maximilian Zenk , Ujjwal Baid , Prakash Narayana Moorthy , Alexander Chowdhury , Junyi Guo , Sahil Nalawade , Jacob Rosenthal , David Kanter , Maria Xenochristou , Daniel J Beutel , Verena Chung , Timothy Bergquist , James Eddy , Abubakar Abid , Lewis Tunstall , Omar Sanseviero , Dimitrios Dimitriadis , Yiming Qian , Xinxing Xu , Yong Liu , Rick Siow Mong Goh , Srini Bala , Victor Bittorf , Sreekar Reddy Puchala , Biagio Ricciuti , Soujanya Samineni , Eshna Sengupta , Akshay Chaudhari , Cody Coleman , Bala Desinghu , Gregory Diamos , Debo Dutta , Diane Feddema , Grigori Fursin , Xinyuan Huang , Satyananda Kashyap , Nicholas Lane , Indranil Mallick , Auteur inconnu , Auteur inconnu , Auteur inconnu , Pietro Mascagni , Virendra Mehta , Cassiano Ferro Moraes , Vivek Natarajan , Nikola Nikolov , Nicolas Padoy , Gennady Pekhimenko , Vijay Janapa Reddi , G Anthony Reina , Pablo Ribalta , Abhishek Singh , Jayaraman J Thiagarajan , Jacob Albrecht , Thomas Wolf , Geralyn Miller , Huazhu Fu , Prashant Shah , Daguang Xu , Poonam Yadav , David Talby , Mark M Awad , Jeremy P Howard , Michael Rosenthal , Luigi Marchionni , Massimo Loda , Jason M Johnson , Spyridon Bakas , Peter Mattson

Computer vision in surgery: from potential to clinical value.

NPJ digital medicine

Avec: Pietro Mascagni , Deepak Alapatt , Luca Sestini , Maria S Altieri , Amin Madani , Yusuke Watanabe , Adnan Alseidi , Jay A Redan , Sergio Alfieri , Guido Costamagna , Ivo Boškoski , Nicolas Padoy , Daniel A Hashimoto

Deep Learning to Classify AL versus ATTR Cardiac Amyloidosis MR Images.

Biomedicines

Avec: Philippe Germain , Armine Vardazaryan , Aissam Labani , Nicolas Padoy , Catherine Roy , Soraya El Ghannudi

Weakly Supervised Temporal Convolutional Networks for Fine-Grained Surgical Activity Recognition.

IEEE transactions on medical imaging

Avec: Sanat Ramesh , Diego Dall'Alba , Cristians Gonzalez , Tong Yu , Pietro Mascagni , Didier Mutter , Jacques Marescaux , Paolo Fiorini , Nicolas Padoy

Face detection in the operating room: comparison of state-of-the-art methods and a self-supervised approach.

International journal of computer assisted radiology and surgery

Avec: Thibaut Issenhuth , Vinkle Srivastav , Afshin Gangi , Nicolas Padoy

Weakly supervised convolutional LSTM approach for tool tracking in laparoscopic videos.

International journal of computer assisted radiology and surgery

Avec: Chinedu Innocent Nwoye , Didier Mutter , Jacques Marescaux , Nicolas Padoy

Artificial Intelligence for Surgical Safety: Automatic Assessment of the Critical View of Safety in Laparoscopic Cholecystectomy Using Deep Learning.

Annals of surgery

Avec: Pietro Mascagni , Armine Vardazaryan , Deepak Alapatt , Takeshi Urade , Taha Emre , Claudio Fiorillo , Patrick Pessaux , Didier Mutter , Jacques Marescaux , Guido Costamagna , Bernard Dallemagne , Nicolas Padoy

Classification of Cardiomyopathies from MR Cine Images Using Convolutional Neural Network with Transfer Learning.

Diagnostics (Basel, Switzerland)

Avec: Philippe Germain , Armine Vardazaryan , Nicolas Padoy , Aissam Labani , Catherine Roy , Thomas Hellmut Schindler , Soraya El Ghannudi

Multicentric validation of EndoDigest: a computer vision platform for video documentation of the critical view of safety in laparoscopic cholecystectomy.

Surgical endoscopy

Avec: Pietro Mascagni , Deepak Alapatt , Giovanni Guglielmo Laracca , Ludovica Guerriero , Andrea Spota , Claudio Fiorillo , Armine Vardazaryan , Giuseppe Quero , Sergio Alfieri , Ludovica Baldari , Elisa Cassinotti , Luigi Boni , Diego Cuccurullo , Guido Costamagna , Bernard Dallemagne , Nicolas Padoy

Organ-based estimation and minimization of clinician's X-ray dose.

International journal of computer assisted radiology and surgery

Avec: Alexandre Krebs , Jean-Paul Mazellier , Juan Verde , Cindy Rolland , Julien Bert , Nicolas Padoy

Optimizing latent graph representations of surgical scenes for unseen domain generalization.

International journal of computer assisted radiology and surgery

Avec: Siddhant Satyanaik , Aditya Murali , Deepak Alapatt , Xin Wang , Pietro Mascagni , Nicolas Padoy

Preserving privacy in surgical video analysis using a deep learning classifier to identify out-of-body scenes in endoscopic videos.

Scientific reports

Avec: Joël L Lavanchy , Armine Vardazaryan , Pietro Mascagni , Auteur inconnu , Didier Mutter , Nicolas Padoy

FUN-SIS: A Fully UNsupervised approach for Surgical Instrument Segmentation.

Medical image analysis

Avec: Luca Sestini , Benoit Rosa , Elena De Momi , Giancarlo Ferrigno , Nicolas Padoy

CholecTriplet2021: A benchmark challenge for surgical action triplet recognition.

Medical image analysis

Avec: Chinedu Innocent Nwoye , Deepak Alapatt , Tong Yu , Armine Vardazaryan , Fangfang Xia , Zixuan Zhao , Tong Xia , Fucang Jia , Yuxuan Yang , Hao Wang , Derong Yu , Guoyan Zheng , Xiaotian Duan , Neil Getty , Ricardo Sanchez-Matilla , Maria Robu , Li Zhang , Huabin Chen , Jiacheng Wang , Liansheng Wang , Bokai Zhang , Beerend Gerats , Sista Raviteja , Rachana Sathish , Rong Tao , Satoshi Kondo , Winnie Pang , Hongliang Ren , Julian Ronald Abbing , Mohammad Hasan Sarhan , Sebastian Bodenstedt , Nithya Bhasker , Bruno Oliveira , Helena R Torres , Li Ling , Finn Gaida , Tobias Czempiel , João L Vilaça , Pedro Morais , Jaime Fonseca , Ruby Mae Egging , Inge Nicole Wijma , Chen Qian , Guibin Bian , Zhen Li , Velmurugan Balasubramanian , Debdoot Sheet , Imanol Luengo , Yuanbo Zhu , Shuai Ding , Jakob-Anton Aschenbrenner , Nicolas Elini van der Kar , Mengya Xu , Mobarakol Islam , Lalithkumar Seenivasan , Alexander Jenke , Danail Stoyanov , Didier Mutter , Pietro Mascagni , Barbara Seeliger , Cristians Gonzalez , Nicolas Padoy

RSDNet: Learning to Predict Remaining Surgery Duration from Laparoscopic Videos Without Manual Annotations.

IEEE transactions on medical imaging

Avec: Andru Putra Twinanda , Gaurav Yengera , Didier Mutter , Jacques Marescaux , Nicolas Padoy

Machine and deep learning for workflow recognition during surgery.

Minimally invasive therapy & allied technologies : MITAT : official journal of the Society for Minimally Invasive Therapy

Avec: Nicolas Padoy

Surgical data science - from concepts toward clinical translation.

Medical image analysis

Avec: Lena Maier-Hein , Matthias Eisenmann , Duygu Sarikaya , Keno März , Toby Collins , Anand Malpani , Johannes Fallert , Hubertus Feussner , Stamatia Giannarou , Pietro Mascagni , Hirenkumar Nakawala , Adrian Park , Carla Pugh , Danail Stoyanov , Swaroop S Vedula , Kevin Cleary , Gabor Fichtinger , Germain Forestier , Bernard Gibaud , Teodor Grantcharov , Makoto Hashizume , Doreen Heckmann-Nötzel , Hannes G Kenngott , Ron Kikinis , Lars Mündermann , Nassir Navab , Sinan Onogur , Tobias Roß , Raphael Sznitman , Russell H Taylor , Minu D Tizabi , Martin Wagner , Gregory D Hager , Thomas Neumuth , Nicolas Padoy , Justin Collins , Ines Gockel , Jan Goedeke , Daniel A Hashimoto , Luc Joyeux , Kyle Lam , Daniel R Leff , Amin Madani , Hani J Marcus , Ozanan Meireles , Alexander Seitel , Dogu Teber , Frank Ückert , Beat P Müller-Stich , Pierre Jannin , Stefanie Speidel

Statistical models to preoperatively predict operative difficulty in laparoscopic cholecystectomy: A systematic review.

Surgery

Avec: Maria Vannucci , Giovanni Guglielmo Laracca , Paolo Mercantini , Silvana Perretta , Nicolas Padoy , Bernard Dallemagne , Pietro Mascagni

Deep Learning Supplants Visual Analysis by Experienced Operators for the Diagnosis of Cardiac Amyloidosis by Cine-CMR.

Diagnostics (Basel, Switzerland)

Avec: Philippe Germain , Armine Vardazaryan , Nicolas Padoy , Aissam Labani , Catherine Roy , Thomas Hellmut Schindler , Soraya El Ghannudi

Computer vision in surgery.

Surgery

Avec: Thomas M Ward , Pietro Mascagni , Yutong Ban , Guy Rosman , Nicolas Padoy , Ozanan Meireles , Daniel A Hashimoto

Surgical data science and artificial intelligence for surgical education.

Journal of surgical oncology

Avec: Thomas M Ward , Pietro Mascagni , Amin Madani , Nicolas Padoy , Silvana Perretta , Daniel A Hashimoto

ClipAssistNet: bringing real-time safety feedback to operating rooms.

International journal of computer assisted radiology and surgery

Avec: Florian Aspart , Jon L Bolmgren , Joël L Lavanchy , Guido Beldi , Michael S Woods , Nicolas Padoy , Enes Hosgor

Comparative validation of machine learning algorithms for surgical workflow and skill analysis with the HeiChole benchmark.

Medical image analysis

Avec: Martin Wagner , Beat-Peter Müller-Stich , Anna Kisilenko , Duc Tran , Patrick Heger , Lars Mündermann , David M Lubotsky , Benjamin Müller , Tornike Davitashvili , Manuela Capek , Annika Reinke , Carissa Reid , Tong Yu , Armine Vardazaryan , Chinedu Innocent Nwoye , Nicolas Padoy , Xinyang Liu , Eung-Joo Lee , Constantin Disch , Hans Meine , Tong Xia , Fucang Jia , Satoshi Kondo , Wolfgang Reiter , Yueming Jin , Yonghao Long , Meirui Jiang , Qi Dou , Pheng Ann Heng , Isabell Twick , Kadir Kirtac , Enes Hosgor , Jon Lindström Bolmgren , Michael Stenzel , Björn von Siemens , Long Zhao , Zhenxiao Ge , Haiming Sun , Di Xie , Mengqi Guo , Daochang Liu , Hannes G Kenngott , Felix Nickel , Moritz von Frankenberg , Franziska Mathis-Ullrich , Annette Kopp-Schneider , Lena Maier-Hein , Stefanie Speidel , Sebastian Bodenstedt

TRandAugment: temporal random augmentation strategy for surgical activity recognition from videos.

International journal of computer assisted radiology and surgery

Avec: Sanat Ramesh , Diego Dall'Alba , Cristians Gonzalez , Tong Yu , Pietro Mascagni , Didier Mutter , Jacques Marescaux , Paolo Fiorini , Nicolas Padoy

Federated Cycling (FedCy): Semi-Supervised Federated Learning of Surgical Phases.

IEEE transactions on medical imaging

Avec: Hasan Kassem , Deepak Alapatt , Pietro Mascagni , Alexandros Karargyris , Nicolas Padoy

Advancing surgical VQA with scene graph knowledge.

International journal of computer assisted radiology and surgery

Avec: Kun Yuan , Manasi Kattel , Joël L Lavanchy , Nassir Navab , Vinkle Srivastav , Nicolas Padoy

QUAIDE - Quality assessment of AI preclinical studies in diagnostic endoscopy.

Gut

Avec: Giulio Antonelli , Diogo Libanio , Albert Jeroen De Groof , Fons van der Sommen , Pietro Mascagni , Pieter Sinonquel , Mohamed Abdelrahim , Omer Ahmad , Tyler Berzin , Pradeep Bhandari , Michael Bretthauer , Miguel Coimbra , Evelien Dekker , Alanna Ebigbo , Tom Eelbode , Leonardo Frazzoni , Seth A Gross , Ryu Ishihara , Michal Filip Kaminski , Helmut Messmann , Yuichi Mori , Nicolas Padoy , Sravanthi Parasa , Nastazja Dagny Pilonis , Francesco Renna , Alessandro Repici , Cem Simsek , Marco Spadaccini , Raf Bisschops , Jacques J G H M Bergman , Cesare Hassan , Mario Dinis Ribeiro

A Computer Vision Platform to Automatically Locate Critical Events in Surgical Videos: Documenting Safety in Laparoscopic Cholecystectomy.

Annals of surgery

Avec: Pietro Mascagni , Deepak Alapatt , Takeshi Urade , Armine Vardazaryan , Didier Mutter , Jacques Marescaux , Guido Costamagna , Bernard Dallemagne , Nicolas Padoy

Future-State Predicting LSTM for Early Surgery Type Recognition.

IEEE transactions on medical imaging

Avec: Siddharth Kannan , Gaurav Yengera , Didier Mutter , Jacques Marescaux , Nicolas Padoy

Formalizing video documentation of the Critical View of Safety in laparoscopic cholecystectomy: a step towards artificial intelligence assistance to improve surgical safety.

Surgical endoscopy

Avec: Pietro Mascagni , Claudio Fiorillo , Takeshi Urade , Taha Emre , Tong Yu , Taiga Wakabayashi , Emanuele Felli , Silvana Perretta , Lee Swanstrom , Didier Mutter , Jacques Marescaux , Patrick Pessaux , Guido Costamagna , Nicolas Padoy , Bernard Dallemagne

SAGES consensus recommendations on an annotation framework for surgical video.

Surgical endoscopy

Avec: Ozanan R Meireles , Guy Rosman , Maria S Altieri , Lawrence Carin , Gregory Hager , Amin Madani , Nicolas Padoy , Carla M Pugh , Patricia Sylla , Thomas M Ward , Daniel A Hashimoto , Auteur inconnu

Multi-task temporal convolutional networks for joint recognition of surgical phases and steps in gastric bypass procedures.

International journal of computer assisted radiology and surgery

Avec: Sanat Ramesh , Diego Dall'Alba , Cristians Gonzalez , Tong Yu , Pietro Mascagni , Didier Mutter , Jacques Marescaux , Paolo Fiorini , Nicolas Padoy

Rendezvous: Attention mechanisms for the recognition of surgical action triplets in endoscopic videos.

Medical image analysis

Avec: Chinedu Innocent Nwoye , Tong Yu , Cristians Gonzalez , Barbara Seeliger , Pietro Mascagni , Didier Mutter , Jacques Marescaux , Nicolas Padoy

Unsupervised domain adaptation for clinician pose estimation and instance segmentation in the operating room.

Medical image analysis

Avec: Vinkle Srivastav , Afshin Gangi , Nicolas Padoy

Technical skill assessment in minimally invasive surgery using artificial intelligence: a systematic review.

Surgical endoscopy

Avec: Romina Pedrett , Pietro Mascagni , Guido Beldi , Nicolas Padoy , Joël L Lavanchy

Artificial Intelligence and Surgery: Ethical Dilemmas and Open Issues.

Journal of the American College of Surgeons

Avec: Lorenzo Cobianchi , Juan Manuel Verde , Tyler J Loftus , Daniele Piccolo , Francesca Dal Mas , Pietro Mascagni , Alain Garcia Vazquez , Luca Ansaloni , Giuseppe Roberto Marseglia , Maurizio Massaro , Benoit Gallix , Nicolas Padoy , Angelos Peter , Haytham M Kaafarani

Challenges in multi-centric generalization: phase and step recognition in Roux-en-Y gastric bypass surgery.

International journal of computer assisted radiology and surgery

Avec: Joël L Lavanchy , Sanat Ramesh , Diego Dall'Alba , Cristians Gonzalez , Paolo Fiorini , Beat P Müller-Stich , Philipp C Nett , Jacques Marescaux , Didier Mutter , Nicolas Padoy

Artificial Intelligence in Colorectal Cancer Surgery: Present and Future Perspectives.

Cancers

Avec: Giuseppe Quero , Pietro Mascagni , Fiona R Kolbinger , Claudio Fiorillo , Davide De Sio , Fabio Longo , Carlo Alberto Schena , Vito Laterza , Fausto Rosa , Roberta Menghi , Valerio Papa , Vincenzo Tondolo , Caterina Cina , Marius Distler , Juergen Weitz , Stefanie Speidel , Nicolas Padoy , Sergio Alfieri

Live laparoscopic video retrieval with compressed uncertainty.

Medical image analysis

Avec: Tong Yu , Pietro Mascagni , Juan Verde , Jacques Marescaux , Didier Mutter , Nicolas Padoy

Dissecting self-supervised learning methods for surgical computer vision.

Medical image analysis

Avec: Sanat Ramesh , Vinkle Srivastav , Deepak Alapatt , Tong Yu , Aditya Murali , Luca Sestini , Chinedu Innocent Nwoye , Idris Hamoud , Saurav Sharma , Antoine Fleurentin , Georgios Exarchakis , Alexandros Karargyris , Nicolas Padoy

Latent Graph Representations for Critical View of Safety Assessment.

IEEE transactions on medical imaging

Avec: Aditya Murali , Deepak Alapatt , Pietro Mascagni , Armine Vardazaryan , Alain Garcia , Nariaki Okamoto , Didier Mutter , Nicolas Padoy

On-the-fly point annotation for fast medical video labeling.

International journal of computer assisted radiology and surgery

Avec: Adrien Meyer , Jean-Paul Mazellier , Jérémy Dana , Nicolas Padoy

Réseau de co-auteurs

Pietro Mascagni 28 collaborations

Didier Mutter 19 collaborations

Jacques Marescaux 13 collaborations

Armine Vardazaryan 12 collaborations

Tong Yu 11 collaborations

Deepak Alapatt 11 collaborations

Cristians Gonzalez 8 collaborations

Chinedu Innocent Nwoye 7 collaborations

Guido Costamagna 6 collaborations

Bernard Dallemagne 6 collaborations

Joël L Lavanchy 6 collaborations

Amin Madani 5 collaborations

None None 5 collaborations

Daniel A Hashimoto 5 collaborations

Sanat Ramesh 5 collaborations

Takeshi Urade 4 collaborations

Aditya Murali 4 collaborations

Nassir Navab 4 collaborations

Stefanie Speidel 4 collaborations

Luca Sestini 4 collaborations

Sergio Alfieri 4 collaborations

Silvana Perretta 4 collaborations

Philippe Germain 4 collaborations

Aissam Labani 4 collaborations

Catherine Roy 4 collaborations

Soraya El Ghannudi 4 collaborations

Alexandros Karargyris 4 collaborations

Diego Dall'Alba 4 collaborations

Paolo Fiorini 4 collaborations

Vinkle Srivastav 4 collaborations

Claudio Fiorillo 4 collaborations

Patrick Pessaux 3 collaborations

Hasan Kassem 3 collaborations

Saurav Sharma 3 collaborations

Satoshi Kondo 3 collaborations

Lena Maier-Hein 3 collaborations

Barbara Seeliger 3 collaborations

Guy Rosman 3 collaborations

Maria S Altieri 3 collaborations

Danail Stoyanov 3 collaborations

Martin Wagner 3 collaborations

Thomas M Ward 3 collaborations

Emanuele Felli 2 collaborations

Philipp C Nett 2 collaborations

Kun Yuan 2 collaborations

Wolfgang Reiter 2 collaborations

Guoyan Zheng 2 collaborations

Bruno Oliveira 2 collaborations

Helena R Torres 2 collaborations

Sista Raviteja 2 collaborations

Rachana Sathish 2 collaborations

João L Vilaça 2 collaborations

Tobias Czempiel 2 collaborations

Debdoot Sheet 2 collaborations

Pedro Morais 2 collaborations

Jaime Fonseca 2 collaborations

Keno März 2 collaborations

Pierre Jannin 2 collaborations

Carla Pugh 2 collaborations

Yutong Ban 2 collaborations

Ozanan R Meireles 2 collaborations

Idris Hamoud 2 collaborations

Afshin Gangi 2 collaborations

Taha Emre 2 collaborations

Thomas Hellmut Schindler 2 collaborations

Giovanni Guglielmo Laracca 2 collaborations

Giuseppe Quero 2 collaborations

Jean-Paul Mazellier 2 collaborations

Juan Verde 2 collaborations

Tong Xia 2 collaborations

Fucang Jia 2 collaborations

Sebastian Bodenstedt 2 collaborations

Gaurav Yengera 2 collaborations

Hannes G Kenngott 2 collaborations

Lars Mündermann 2 collaborations

Ozanan Meireles 2 collaborations

Beat P Müller-Stich 2 collaborations

Guido Beldi 2 collaborations

Enes Hosgor 2 collaborations

Lauren R Kennedy-Metz 1 collaboration

Antonio Torralba 1 collaboration

Roger D Dias 1 collaboration

Pietro Perona 1 collaboration

Julie A Shah 1 collaboration

Marco A Zenati 1 collaboration

María Rita Rodríguez-Luna 1 collaboration

Camille Graëff 1 collaboration

Audrey Daiss 1 collaboration

Thomas Lampert 1 collaboration

Antoine Martins 1 collaboration

Marie-Cécile Sapa 1 collaboration

Philippe Liverneaux 1 collaboration

Jonas Hajek 1 collaboration

Amine Yamlahi 1 collaboration

Finn-Henri Smidt 1 collaboration

Xiaoyang Zou 1 collaboration

Satoshi Kasai 1 collaboration

Felix Holm 1 collaboration

Ege Özsoy 1 collaboration

Shuangchun Gui 1 collaboration

Han Li 1 collaboration

Pranav Poudel 1 collaboration

Binod Bhattarai 1 collaboration

Ziheng Wang 1 collaboration

Guo Rui 1 collaboration

Melanie Schellenberg 1 collaboration

Zhenkun Wang 1 collaboration

Shrawan Kumar Thapa 1 collaboration

Max Berniker 1 collaboration

Patrick Godau 1 collaboration

Sudarshan Regmi 1 collaboration

Thuy Nuong Tran 1 collaboration

Jan-Hinrich Nölke 1 collaboration

Estevão Lima 1 collaboration

Eduard Vazquez 1 collaboration

Jennifer A Eckhoff 1 collaboration

Mehran Anvari 1 collaboration

Lena Meier-Hein 1 collaboration

Elan Witkowski 1 collaboration

Paresh Shaw 1 collaboration

Thomas Ward 1 collaboration

Filippo Filicori 1 collaboration

Mark Talamini 1 collaboration

Salvador Morales-Conde 1 collaboration

Tom Vercauteren 1 collaboration

Mathias Unberath 1 collaboration

P Mascagni 1 collaboration

N Padoy 1 collaboration

Aidean Sharghi 1 collaboration

Omid Mohareri 1 collaboration

Renato Umeton 1 collaboration

Micah J Sheller 1 collaboration

Alejandro Aristizabal 1 collaboration

Johnu George 1 collaboration

Anna Wuest 1 collaboration

Sarthak Pati 1 collaboration

Maximilian Zenk 1 collaboration

Ujjwal Baid 1 collaboration

Prakash Narayana Moorthy 1 collaboration

Alexander Chowdhury 1 collaboration

Junyi Guo 1 collaboration

Sahil Nalawade 1 collaboration

Jacob Rosenthal 1 collaboration

David Kanter 1 collaboration

Maria Xenochristou 1 collaboration

Daniel J Beutel 1 collaboration

Verena Chung 1 collaboration

Timothy Bergquist 1 collaboration

James Eddy 1 collaboration

Abubakar Abid 1 collaboration

Lewis Tunstall 1 collaboration

Omar Sanseviero 1 collaboration

Dimitrios Dimitriadis 1 collaboration

Yiming Qian 1 collaboration

Xinxing Xu 1 collaboration

Yong Liu 1 collaboration

Rick Siow Mong Goh 1 collaboration

Srini Bala 1 collaboration

Victor Bittorf 1 collaboration

Sreekar Reddy Puchala 1 collaboration

Biagio Ricciuti 1 collaboration

Soujanya Samineni 1 collaboration

Eshna Sengupta 1 collaboration

Akshay Chaudhari 1 collaboration

Cody Coleman 1 collaboration

Bala Desinghu 1 collaboration

Gregory Diamos 1 collaboration

Debo Dutta 1 collaboration

Diane Feddema 1 collaboration

Grigori Fursin 1 collaboration

Xinyuan Huang 1 collaboration

Satyananda Kashyap 1 collaboration

Nicholas Lane 1 collaboration

Indranil Mallick 1 collaboration

Virendra Mehta 1 collaboration

Cassiano Ferro Moraes 1 collaboration

Vivek Natarajan 1 collaboration

Nikola Nikolov 1 collaboration

Gennady Pekhimenko 1 collaboration

Vijay Janapa Reddi 1 collaboration

G Anthony Reina 1 collaboration

Pablo Ribalta 1 collaboration

Abhishek Singh 1 collaboration

Jayaraman J Thiagarajan 1 collaboration

Jacob Albrecht 1 collaboration

Thomas Wolf 1 collaboration

Geralyn Miller 1 collaboration

Huazhu Fu 1 collaboration

Prashant Shah 1 collaboration

Daguang Xu 1 collaboration

Poonam Yadav 1 collaboration

David Talby 1 collaboration

Mark M Awad 1 collaboration

Jeremy P Howard 1 collaboration

Michael Rosenthal 1 collaboration

Luigi Marchionni 1 collaboration

Massimo Loda 1 collaboration

Jason M Johnson 1 collaboration

Spyridon Bakas 1 collaboration

Peter Mattson 1 collaboration

Yusuke Watanabe 1 collaboration

Adnan Alseidi 1 collaboration

Jay A Redan 1 collaboration

Ivo Boškoski 1 collaboration

Thibaut Issenhuth 1 collaboration

Ludovica Guerriero 1 collaboration

Andrea Spota 1 collaboration

Ludovica Baldari 1 collaboration

Elisa Cassinotti 1 collaboration

Luigi Boni 1 collaboration

Diego Cuccurullo 1 collaboration

Alexandre Krebs 1 collaboration

Cindy Rolland 1 collaboration

Julien Bert 1 collaboration

Siddhant Satyanaik 1 collaboration

Xin Wang 1 collaboration

Benoit Rosa 1 collaboration

Elena De Momi 1 collaboration

Giancarlo Ferrigno 1 collaboration

Fangfang Xia 1 collaboration

Zixuan Zhao 1 collaboration

Yuxuan Yang 1 collaboration

Hao Wang 1 collaboration

Derong Yu 1 collaboration

Xiaotian Duan 1 collaboration

Neil Getty 1 collaboration

Ricardo Sanchez-Matilla 1 collaboration

Maria Robu 1 collaboration

Li Zhang 1 collaboration

Huabin Chen 1 collaboration

Jiacheng Wang 1 collaboration

Liansheng Wang 1 collaboration

Bokai Zhang 1 collaboration

Beerend Gerats 1 collaboration

Rong Tao 1 collaboration

Winnie Pang 1 collaboration

Hongliang Ren 1 collaboration

Julian Ronald Abbing 1 collaboration

Mohammad Hasan Sarhan 1 collaboration

Nithya Bhasker 1 collaboration

Li Ling 1 collaboration

Finn Gaida 1 collaboration

Ruby Mae Egging 1 collaboration

Inge Nicole Wijma 1 collaboration

Chen Qian 1 collaboration

Guibin Bian 1 collaboration

Zhen Li 1 collaboration

Velmurugan Balasubramanian 1 collaboration

Imanol Luengo 1 collaboration

Yuanbo Zhu 1 collaboration

Shuai Ding 1 collaboration

Jakob-Anton Aschenbrenner 1 collaboration

Nicolas Elini van der Kar 1 collaboration

Mengya Xu 1 collaboration

Mobarakol Islam 1 collaboration

Lalithkumar Seenivasan 1 collaboration

Alexander Jenke 1 collaboration

Andru Putra Twinanda 1 collaboration

Matthias Eisenmann 1 collaboration

Duygu Sarikaya 1 collaboration

Toby Collins 1 collaboration

Anand Malpani 1 collaboration

Johannes Fallert 1 collaboration

Hubertus Feussner 1 collaboration

Stamatia Giannarou 1 collaboration

Hirenkumar Nakawala 1 collaboration

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