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<p><span id="docs-internal-guid-42edffe5-7fff-ccfc-3a9e-69c39c66fbdc"></p>
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<span style="font-size: 18pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); font-weight: 400; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Research Fellow (postdoctoral) positions
in deep learning for mental disorders diagnosis</span></h3>
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<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Mental health includes our emotional, psychological, and
social well-being. It affects how we think, feel, and act. It also helps determine how we handle stress, relate to others, and make choices. Mental health is important at every stage of life, from childhood and adolescence through adulthood. There are many
different conditions that are recognized as mental illnesses. Mental disorders or illnesses include: depression, bipolar disorder, schizophrenia and other psychoses, dementia, and developmental disorders including autism. There are effective strategies for
preventing mental disorders such as depression.</span></p>
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">In Prof. Alice OTHMANI’s Team, we are interested in developing
artificial intelligence based solutions for mental health diagnosis, prognosis, follow-up and drug discovery.</span></p>
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">We are opening several postdoc positions starting from September
2022 to September 2023.</span></p>
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<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 14pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); font-weight: 700; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">General requirements:</span></p>
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<li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Self-motivated scientist/Ph. D graduate to pursue a scientific career. Independent and passionate about medical data
processing projects;</span></p>
</li><li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Good team player. Able to undertake independent research projects under the direction of the PI together with other
team members;</span></p>
</li><li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Hold a Ph.D. in a relevant field of computer vision, image processing or machine vision, or other relevant fields;</span></p>
</li><li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Excellent scientific/technical writing skills and communication capability;</span></p>
</li><li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Prior advanced experience in working with data analysis projects.</span></p>
</li></ul>
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<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 14pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); font-weight: 700; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Specific technical requirements:</span></p>
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<ul style="margin-top:0;margin-bottom:0;padding-inline-start:48px;">
<li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Excellent experience, knowledge, and skills in programming languages, particularly python;</span></p>
</li><li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Excellent knowledge and skills in digital image and signal processing + previous Video analysis experience is a big
plus for acceptance</span></p>
</li><li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Deep understanding of AI learning, machine learning and data science with hand-on skill and experience. Advanced understanding
and experiences on deep learning </span></p>
</li><li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Skills for numerical computational algorithms; Strong in mathematics theories.</span></p>
</li><li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Rigid and logical thinking of scientific problems;</span></p>
</li><li dir="ltr" style="list-style-type: disc; font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(32, 33, 36); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre;" aria-level="1">
<p dir="ltr" style="line-height:1.38;text-align: justify;margin-top:0pt;margin-bottom:0pt;" role="presentation">
<span style="font-size: 12pt; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">High ranked publications in Q1 journals (IEEE transactions, Pattern recognition, Computer Vision and Image Understanding,
..) and conferences (MICCAI, IEEE CBMS, ISBI, CVPR, ICPR, ICIP) is mandatory</span></p>
</li></ul>
<br>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-weight: 700; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-caps: small-caps; vertical-align: baseline; white-space: pre-wrap;">DURATION</span></p>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">1 to 3 years starting from September 2022 at an early
date to start. </span></p>
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<span style="font-size: 12pt; font-family: Calibri, sans-serif; font-weight: 700; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Location:</span><span style="font-size: 12pt; font-family: Calibri, sans-serif; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">
Université Paris-Est Créteil, Laboratoire Images, Signaux et Systèmes Intelligents (LISSI), 122 rue Paul Armangot, 94400 Vitry sur Seine </span></p>
<br>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-weight: 700; font-variant-numeric: normal; font-variant-east-asian: normal; font-variant-caps: small-caps; vertical-align: baseline; white-space: pre-wrap;">APPLICATION</span></p>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Please send your CV + cover letter + list of publications
+ recommendation letters to </span><a href="mailto:Alice.othmani@u-pec.fr" style="text-decoration-line: none;"><span style="font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(0, 0, 255); background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; text-decoration-line: underline; text-decoration-skip-ink: none; vertical-align: baseline; white-space: pre-wrap;">Alice.othmani@u-pec.fr</span></a><span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">
(</span><span style="font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(204, 0, 0); background-color: transparent; font-weight: 700; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">before
June, 2022</span><span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">). </span></p>
<br>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; color: rgb(204, 0, 0); background-color: transparent; font-weight: 700; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">N.B. Only
shortlisted applicants will be notified + This postdoc position can lead to permanent academic position.</span></p>
<br>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 15pt; font-family: Calibri, sans-serif; background-color: transparent; font-weight: 700; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">Few of our publications related
to the postdoc topic:</span></p>
<br>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">-Rejaibi, E., Komaty, A., Meriaudeau, F., Agrebi,
S., & Othmani, A. (2022). MFCC-based recurrent neural network for automatic clinical depression recognition and assessment from speech. Biomedical Signal Processing and Control, 71, 103107.</span></p>
<br>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">-Muzammel, M., Salam, H., & Othmani, A. (2021). End-to-end
multimodal clinical depression recognition using deep neural networks: A comparative analysis. Computer Methods and Programs in Biomedicine, 211, 106433.</span></p>
<br>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">-Muzammel, M., Othmani, A., Mukherjee, H., & Salam,
H. (2021, June). Identification of signs of depression relapse using audio-visual cues: A preliminary study. In 2021 IEEE 34th International Symposium on Computer-Based Medical Systems (CBMS) (pp. 62-67). IEEE.</span></p>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">-Yasin, S., Hussain, S. A., Aslan, S., Raza, I.,
Muzammel, M., & Othmani, A. (2021). EEG based Major Depressive disorder and Bipolar disorder detection using Neural Networks: A review. Computer Methods and Programs in Biomedicine, 202, 106007.</span></p>
<br>
<p dir="ltr" style="line-height:1.2;text-align: justify;margin-top:0pt;margin-bottom:0pt;">
<span style="font-size: 12pt; font-family: Calibri, sans-serif; background-color: transparent; font-variant-numeric: normal; font-variant-east-asian: normal; vertical-align: baseline; white-space: pre-wrap;">-Muzammel, M., Salam, H., Hoffmann, Y., Chetouani,
M., & Othmani, A. (2020). AudVowelConsNet: A phoneme-level based deep CNN architecture for clinical depression diagnosis. Machine Learning with Applications, 2, 100005.</span></p>
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<font face="Helvetica, Sans-Serif" style=""><span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0)">-------------------------------------------------------------------</span><br>
<span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0)"></span><span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; font-size:11pt"></span><font size="4" style=""><span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0)">Alice
OTHMANI, Ph.D.</span></font></font></div>
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professor / Maître de conférences</span></font></font></font></div>
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<font style=""><font style=""><font color="#000000" style=""><span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0)"></span></font></font></font><span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; background-color:transparent">UPEC
- Université Paris-Est Créteil (ex-Université Paris 12)</span></div>
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(LiSSi)- EA-395</span></div>
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<span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0)"></span><span style="font-size:11pt; font-family:Calibri,Helvetica,sans-serif"></span><span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt"></span><span style="font-size:11pt; font-family:Calibri,Helvetica,sans-serif"></span><span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0)"></span>
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<span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0)"></span><span style="font-size:11pt; font-family:Calibri,Helvetica,sans-serif"></span><span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt"></span><font face="Helvetica, Sans-Serif" size="4"><span style="font-family:Calibri,Helvetica,sans-serif; font-size:11pt; color:rgb(0,0,0)">122
rue Paul Armangot, 94400 Vitry sur Seine</span></font></div>
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: alice.othmani@u-pec.fr </span></font></div>
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